p7cs.CV

cs.CV

6094 papers

Learning Transferable Visual Models From Natural Language Supervision

Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, Gretchen Krueger, Ilya Sutskever

5 annotations

2103.00020

GPT-4o System Card

OpenAI, :, Aaron Hurst, Adam Lerer, Adam P. Goucher, Adam Perelman, Aditya Ramesh, Aidan Clark, AJ Ostrow, Akila Welihinda, Alan Hayes, Alec Radford, Aleksander Mądry, Alex Baker-Whitcomb, Alex Beutel, Alex Borzunov, Alex Carney, Alex Chow, Alex Kirillov, Alex Nichol, Alex Paino, Alex Renzin, Alex Tachard Passos, Alexander Kirillov, Alexi Christakis, Alexis Conneau, Ali Kamali, Allan Jabri, Allison Moyer, Allison Tam, Amadou Crookes, Amin Tootoochian, Amin Tootoonchian, Ananya Kumar, Andrea Vallone, Andrej Karpathy, Andrew Braunstein, Andrew Cann, Andrew Codispoti, Andrew Galu, Andrew Kondrich, Andrew Tulloch, Andrey Mishchenko, Angela Baek, Angela Jiang, Antoine Pelisse, Antonia Woodford, Anuj Gosalia, Arka Dhar, Ashley Pantuliano, Avi Nayak, Avital Oliver, Barret Zoph, Behrooz Ghorbani, Ben Leimberger, Ben Rossen, Ben Sokolowsky, Ben Wang, Benjamin Zweig, Beth Hoover, Blake Samic, Bob McGrew, Bobby Spero, Bogo Giertler, Bowen Cheng, Brad Lightcap, Brandon Walkin, Brendan Quinn, Brian Guarraci, Brian Hsu, Bright Kellogg, Brydon Eastman, Camillo Lugaresi, Carroll Wainwright, Cary Bassin, Cary Hudson, Casey Chu, Chad Nelson, Chak Li, Chan Jun Shern, Channing Conger, Charlotte Barette, Chelsea Voss, Chen Ding, Cheng Lu, Chong Zhang, Chris Beaumont, Chris Hallacy, Chris Koch, Christian Gibson, Christina Kim, Christine Choi, Christine McLeavey, Christopher Hesse, Claudia Fischer, Clemens Winter, Coley Czarnecki, Colin Jarvis, Colin Wei, Constantin Koumouzelis, Dane Sherburn, Daniel Kappler, Daniel Levin, Daniel Levy, David Carr, David Farhi, David Mely, David Robinson, David Sasaki, Denny Jin, Dev Valladares, Dimitris Tsipras, Doug Li, Duc Phong Nguyen, Duncan Findlay, Edede Oiwoh, Edmund Wong, Ehsan Asdar, Elizabeth Proehl, Elizabeth Yang, Eric Antonow, Eric Kramer, Eric Peterson, Eric Sigler, Eric Wallace, Eugene Brevdo, Evan Mays, Farzad Khorasani, Felipe Petroski Such, Filippo Raso, Francis Zhang, Fred von Lohmann, Freddie Sulit, Gabriel Goh, Gene Oden, Geoff Salmon, Giulio Starace, Greg Brockman, Hadi Salman, Haiming Bao, Haitang Hu, Hannah Wong, Haoyu Wang, Heather Schmidt, Heather Whitney, Heewoo Jun, Hendrik Kirchner, Henrique Ponde de Oliveira Pinto, Hongyu Ren, Huiwen Chang, Hyung Won Chung, Ian Kivlichan, Ian O'Connell, Ian O'Connell, Ian Osband, Ian Silber, Ian Sohl, Ibrahim Okuyucu, Ikai Lan, Ilya Kostrikov, Ilya Sutskever, Ingmar Kanitscheider, Ishaan Gulrajani, Jacob Coxon, Jacob Menick, Jakub Pachocki, James Aung, James Betker, James Crooks, James Lennon, Jamie Kiros, Jan Leike, Jane Park, Jason Kwon, Jason Phang, Jason Teplitz, Jason Wei, Jason Wolfe, Jay Chen, Jeff Harris, Jenia Varavva, Jessica Gan Lee, Jessica Shieh, Ji Lin, Jiahui Yu, Jiayi Weng, Jie Tang, Jieqi Yu, Joanne Jang, Joaquin Quinonero Candela, Joe Beutler, Joe Landers, Joel Parish, Johannes Heidecke, John Schulman, Jonathan Lachman, Jonathan McKay, Jonathan Uesato, Jonathan Ward, Jong Wook Kim, Joost Huizinga, Jordan Sitkin, Jos Kraaijeveld, Josh Gross, Josh Kaplan, Josh Snyder, Joshua Achiam, Joy Jiao, Joyce Lee, Juntang Zhuang, Justyn Harriman, Kai Fricke, Kai Hayashi, Karan Singhal, Katy Shi, Kavin Karthik, Kayla Wood, Kendra Rimbach, Kenny Hsu, Kenny Nguyen, Keren Gu-Lemberg, Kevin Button, Kevin Liu, Kiel Howe, Krithika Muthukumar, Kyle Luther, Lama Ahmad, Larry Kai, Lauren Itow, Lauren Workman, Leher Pathak, Leo Chen, Li Jing, Lia Guy, Liam Fedus, Liang Zhou, Lien Mamitsuka, Lilian Weng, Lindsay McCallum, Lindsey Held, Long Ouyang, Louis Feuvrier, Lu Zhang, Lukas Kondraciuk, Lukasz Kaiser, Luke Hewitt, Luke Metz, Lyric Doshi, Mada Aflak, Maddie Simens, Madelaine Boyd, Madeleine Thompson, Marat Dukhan, Mark Chen, Mark Gray, Mark Hudnall, Marvin Zhang, Marwan Aljubeh, Mateusz Litwin, Matthew Zeng, Max Johnson, Maya Shetty, Mayank Gupta, Meghan Shah, Mehmet Yatbaz, Meng Jia Yang, Mengchao Zhong, Mia Glaese, Mianna Chen, Michael Janner, Michael Lampe, Michael Petrov, Michael Wu, Michele Wang, Michelle Fradin, Michelle Pokrass, Miguel Castro, Miguel Oom Temudo de Castro, Mikhail Pavlov, Miles Brundage, Miles Wang, Minal Khan, Mira Murati, Mo Bavarian, Molly Lin, Murat Yesildal, Nacho Soto, Natalia Gimelshein, Natalie Cone, Natalie Staudacher, Natalie Summers, Natan LaFontaine, Neil Chowdhury, Nick Ryder, Nick Stathas, Nick Turley, Nik Tezak, Niko Felix, Nithanth Kudige, Nitish Keskar, Noah Deutsch, Noel Bundick, Nora Puckett, Ofir Nachum, Ola Okelola, Oleg Boiko, Oleg Murk, Oliver Jaffe, Olivia Watkins, Olivier Godement, Owen Campbell-Moore, Patrick Chao, Paul McMillan, Pavel Belov, Peng Su, Peter Bak, Peter Bakkum, Peter Deng, Peter Dolan, Peter Hoeschele, Peter Welinder, Phil Tillet, Philip Pronin, Philippe Tillet, Prafulla Dhariwal, Qiming Yuan, Rachel Dias, Rachel Lim, Rahul Arora, Rajan Troll, Randall Lin, Rapha Gontijo Lopes, Raul Puri, Reah Miyara, Reimar Leike, Renaud Gaubert, Reza Zamani, Ricky Wang, Rob Donnelly, Rob Honsby, Rocky Smith, Rohan Sahai, Rohit Ramchandani, Romain Huet, Rory Carmichael, Rowan Zellers, Roy Chen, Ruby Chen, Ruslan Nigmatullin, Ryan Cheu, Saachi Jain, Sam Altman, Sam Schoenholz, Sam Toizer, Samuel Miserendino, Sandhini Agarwal, Sara Culver, Scott Ethersmith, Scott Gray, Sean Grove, Sean Metzger, Shamez Hermani, Shantanu Jain, Shengjia Zhao, Sherwin Wu, Shino Jomoto, Shirong Wu, Shuaiqi, Xia, Sonia Phene, Spencer Papay, Srinivas Narayanan, Steve Coffey, Steve Lee, Stewart Hall, Suchir Balaji, Tal Broda, Tal Stramer, Tao Xu, Tarun Gogineni, Taya Christianson, Ted Sanders, Tejal Patwardhan, Thomas Cunninghman, Thomas Degry, Thomas Dimson, Thomas Raoux, Thomas Shadwell, Tianhao Zheng, Todd Underwood, Todor Markov, Toki Sherbakov, Tom Rubin, Tom Stasi, Tomer Kaftan, Tristan Heywood, Troy Peterson, Tyce Walters, Tyna Eloundou, Valerie Qi, Veit Moeller, Vinnie Monaco, Vishal Kuo, Vlad Fomenko, Wayne Chang, Weiyi Zheng, Wenda Zhou, Wesam Manassra, Will Sheu, Wojciech Zaremba, Yash Patil, Yilei Qian, Yongjik Kim, Youlong Cheng, Yu Zhang, Yuchen He, Yuchen Zhang, Yujia Jin, Yunxing Dai, Yury Malkov

2 annotations

2410.21276

Self-critical Sequence Training for Image Captioning

Steven J. Rennie, Etienne Marcheret, Youssef Mroueh, Jarret Ross, Vaibhava Goel

1612.00563

Video Pixel Networks

Nal Kalchbrenner, Aaron van den Oord, Karen Simonyan, Ivo Danihelka, Oriol Vinyals, Alex Graves, Koray Kavukcuoglu

1610.00527

From Deterministic to Generative: Multi-Modal Stochastic RNNs for Video Captioning

Jingkuan Song, Yuyu Guo, Lianli Gao, Xuelong Li, Alan Hanjalic, Heng Tao Shen

1708.02478

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, Neil Houlsby

2010.11929

Order-Embeddings of Images and Language

Ivan Vendrov, Ryan Kiros, Sanja Fidler, Raquel Urtasun

1511.06361

On the Robustness of the CVPR 2018 White-Box Adversarial Example Defenses

Anish Athalye, Nicholas Carlini

1804.03286

Conditional Image Generation with PixelCNN Decoders

Aaron van den Oord, Nal Kalchbrenner, Oriol Vinyals, Lasse Espeholt, Alex Graves, Koray Kavukcuoglu

1606.05328

Pixel Recurrent Neural Networks

Aaron van den Oord, Nal Kalchbrenner, Koray Kavukcuoglu

1601.06759

Learning Deep Structure-Preserving Image-Text Embeddings

Liwei Wang, Yin Li, Svetlana Lazebnik

1511.06078

Multi-Scale Context Aggregation by Dilated Convolutions

Fisher Yu, Vladlen Koltun

1511.07122

Generating Videos with Scene Dynamics

Carl Vondrick, Hamed Pirsiavash, Antonio Torralba

1609.02612

Grounding of Textual Phrases in Images by Reconstruction

Anna Rohrbach, Marcus Rohrbach, Ronghang Hu, Trevor Darrell, Bernt Schiele

1511.03745

Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions

Jimmy Ba, Kevin Swersky, Sanja Fidler, Ruslan Salakhutdinov

1506.00511

Densely Connected Convolutional Networks

Gao Huang, Zhuang Liu, Laurens van der Maaten, Kilian Q. Weinberger

1608.06993

TAP: Text-Aware Pre-training for Text-VQA and Text-Caption

Zhengyuan Yang, Yijuan Lu, Jianfeng Wang, Xi Yin, Dinei Florencio, Lijuan Wang, Cha Zhang, Lei Zhang, Jiebo Luo

2012.04638

Contrastive Learning of Medical Visual Representations from Paired Images and Text

Yuhao Zhang, Hang Jiang, Yasuhide Miura, Christopher D. Manning, Curtis P. Langlotz

2010.00747

Stacked Hourglass Networks for Human Pose Estimation

Alejandro Newell, Kaiyu Yang, Jia Deng

1603.06937

Two-Stream Convolutional Networks for Action Recognition in Videos

Karen Simonyan, Andrew Zisserman

1406.2199

What makes for effective detection proposals?

Jan Hosang, Rodrigo Benenson, Piotr Dollár, Bernt Schiele

1502.05082

The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes

Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Pratik Ringshia, Davide Testuggine

2005.04790

Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks

Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao

2004.06165

Multimodal Representation Learning via Maximization of Local Mutual Information

Ruizhi Liao, Daniel Moyer, Miriam Cha, Keegan Quigley, Seth Berkowitz, Steven Horng, Polina Golland, William M. Wells

2103.04537

Visual Question Answering: A Survey of Methods and Datasets

Qi Wu, Damien Teney, Peng Wang, Chunhua Shen, Anthony Dick, Anton van den Hengel

1607.05910

Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation

Jordi Pont-Tuset, Pablo Arbelaez, Jonathan T. Barron, Ferran Marques, Jitendra Malik

1503.00848

The Llama 3 Herd of Models

Aaron Grattafiori, Abhimanyu Dubey, Abhinav Jauhri, Abhinav Pandey, Abhishek Kadian, Ahmad Al-Dahle, Aiesha Letman, Akhil Mathur, Alan Schelten, Alex Vaughan, Amy Yang, Angela Fan, Anirudh Goyal, Anthony Hartshorn, Aobo Yang, Archi Mitra, Archie Sravankumar, Artem Korenev, Arthur Hinsvark, Arun Rao, Aston Zhang, Aurelien Rodriguez, Austen Gregerson, Ava Spataru, Baptiste Roziere, Bethany Biron, Binh Tang, Bobbie Chern, Charlotte Caucheteux, Chaya Nayak, Chloe Bi, Chris Marra, Chris McConnell, Christian Keller, Christophe Touret, Chunyang Wu, Corinne Wong, Cristian Canton Ferrer, Cyrus Nikolaidis, Damien Allonsius, Daniel Song, Danielle Pintz, Danny Livshits, Danny Wyatt, David Esiobu, Dhruv Choudhary, Dhruv Mahajan, Diego Garcia-Olano, Diego Perino, Dieuwke Hupkes, Egor Lakomkin, Ehab AlBadawy, Elina Lobanova, Emily Dinan, Eric Michael Smith, Filip Radenovic, Francisco Guzmán, Frank Zhang, Gabriel Synnaeve, Gabrielle Lee, Georgia Lewis Anderson, Govind Thattai, Graeme Nail, Gregoire Mialon, Guan Pang, Guillem Cucurell, Hailey Nguyen, Hannah Korevaar, Hu Xu, Hugo Touvron, Iliyan Zarov, Imanol Arrieta Ibarra, Isabel Kloumann, Ishan Misra, Ivan Evtimov, Jack Zhang, Jade Copet, Jaewon Lee, Jan Geffert, Jana Vranes, Jason Park, Jay Mahadeokar, Jeet Shah, Jelmer van der Linde, Jennifer Billock, Jenny Hong, Jenya Lee, Jeremy Fu, Jianfeng Chi, Jianyu Huang, Jiawen Liu, Jie Wang, Jiecao Yu, Joanna Bitton, Joe Spisak, Jongsoo Park, Joseph Rocca, Joshua Johnstun, Joshua Saxe, Junteng Jia, Kalyan Vasuden Alwala, Karthik Prasad, Kartikeya Upasani, Kate Plawiak, Ke Li, Kenneth Heafield, Kevin Stone, Khalid El-Arini, Krithika Iyer, Kshitiz Malik, Kuenley Chiu, Kunal Bhalla, Kushal Lakhotia, Lauren Rantala-Yeary, Laurens van der Maaten, Lawrence Chen, Liang Tan, Liz Jenkins, Louis Martin, Lovish Madaan, Lubo Malo, Lukas Blecher, Lukas Landzaat, Luke de Oliveira, Madeline Muzzi, Mahesh Pasupuleti, Mannat Singh, Manohar Paluri, Marcin Kardas, Maria Tsimpoukelli, Mathew Oldham, Mathieu Rita, Maya Pavlova, Melanie Kambadur, Mike Lewis, Min Si, Mitesh Kumar Singh, Mona Hassan, Naman Goyal, Narjes Torabi, Nikolay Bashlykov, Nikolay Bogoychev, Niladri Chatterji, Ning Zhang, Olivier Duchenne, Onur Çelebi, Patrick Alrassy, Pengchuan Zhang, Pengwei Li, Petar Vasic, Peter Weng, Prajjwal Bhargava, Pratik Dubal, Praveen Krishnan, Punit Singh Koura, Puxin Xu, Qing He, Qingxiao Dong, Ragavan Srinivasan, Raj Ganapathy, Ramon Calderer, Ricardo Silveira Cabral, Robert Stojnic, Roberta Raileanu, Rohan Maheswari, Rohit Girdhar, Rohit Patel, Romain Sauvestre, Ronnie Polidoro, Roshan Sumbaly, Ross Taylor, Ruan Silva, Rui Hou, Rui Wang, Saghar Hosseini, Sahana Chennabasappa, Sanjay Singh, Sean Bell, Seohyun Sonia Kim, Sergey Edunov, Shaoliang Nie, Sharan Narang, Sharath Raparthy, Sheng Shen, Shengye Wan, Shruti Bhosale, Shun Zhang, Simon Vandenhende, Soumya Batra, Spencer Whitman, Sten Sootla, Stephane Collot, Suchin Gururangan, Sydney Borodinsky, Tamar Herman, Tara Fowler, Tarek Sheasha, Thomas Georgiou, Thomas Scialom, Tobias Speckbacher, Todor Mihaylov, Tong Xiao, Ujjwal Karn, Vedanuj Goswami, Vibhor Gupta, Vignesh Ramanathan, Viktor Kerkez, Vincent Gonguet, Virginie Do, Vish Vogeti, Vítor Albiero, Vladan Petrovic, Weiwei Chu, Wenhan Xiong, Wenyin Fu, Whitney Meers, Xavier Martinet, Xiaodong Wang, Xiaofang Wang, Xiaoqing Ellen Tan, Xide Xia, Xinfeng Xie, Xuchao Jia, Xuewei Wang, Yaelle Goldschlag, Yashesh Gaur, Yasmine Babaei, Yi Wen, Yiwen Song, Yuchen Zhang, Yue Li, Yuning Mao, Zacharie Delpierre Coudert, Zheng Yan, Zhengxing Chen, Zoe Papakipos, Aaditya Singh, Aayushi Srivastava, Abha Jain, Adam Kelsey, Adam Shajnfeld, Adithya Gangidi, Adolfo Victoria, Ahuva Goldstand, Ajay Menon, Ajay Sharma, Alex Boesenberg, Alexei Baevski, Allie Feinstein, Amanda Kallet, Amit Sangani, Amos Teo, Anam Yunus, Andrei Lupu, Andres Alvarado, Andrew Caples, Andrew Gu, Andrew Ho, Andrew Poulton, Andrew Ryan, Ankit Ramchandani, Annie Dong, Annie Franco, Anuj Goyal, Aparajita Saraf, Arkabandhu Chowdhury, Ashley Gabriel, Ashwin Bharambe, Assaf Eisenman, Azadeh Yazdan, Beau James, Ben Maurer, Benjamin Leonhardi, Bernie Huang, Beth Loyd, Beto De Paola, Bhargavi Paranjape, Bing Liu, Bo Wu, Boyu Ni, Braden Hancock, Bram Wasti, Brandon Spence, Brani Stojkovic, Brian Gamido, Britt Montalvo, Carl Parker, Carly Burton, Catalina Mejia, Ce Liu, Changhan Wang, Changkyu Kim, Chao Zhou, Chester Hu, Ching-Hsiang Chu, Chris Cai, Chris Tindal, Christoph Feichtenhofer, Cynthia Gao, Damon Civin, Dana Beaty, Daniel Kreymer, Daniel Li, David Adkins, David Xu, Davide Testuggine, Delia David, Devi Parikh, Diana Liskovich, Didem Foss, Dingkang Wang, Duc Le, Dustin Holland, Edward Dowling, Eissa Jamil, Elaine Montgomery, Eleonora Presani, Emily Hahn, Emily Wood, Eric-Tuan Le, Erik Brinkman, Esteban Arcaute, Evan Dunbar, Evan Smothers, Fei Sun, Felix Kreuk, Feng Tian, Filippos Kokkinos, Firat Ozgenel, Francesco Caggioni, Frank Kanayet, Frank Seide, Gabriela Medina Florez, Gabriella Schwarz, Gada Badeer, Georgia Swee, Gil Halpern, Grant Herman, Grigory Sizov, Guangyi, Zhang, Guna Lakshminarayanan, Hakan Inan, Hamid Shojanazeri, Han Zou, Hannah Wang, Hanwen Zha, Haroun Habeeb, Harrison Rudolph, Helen Suk, Henry Aspegren, Hunter Goldman, Hongyuan Zhan, Ibrahim Damlaj, Igor Molybog, Igor Tufanov, Ilias Leontiadis, Irina-Elena Veliche, Itai Gat, Jake Weissman, James Geboski, James Kohli, Janice Lam, Japhet Asher, Jean-Baptiste Gaya, Jeff Marcus, Jeff Tang, Jennifer Chan, Jenny Zhen, Jeremy Reizenstein, Jeremy Teboul, Jessica Zhong, Jian Jin, Jingyi Yang, Joe Cummings, Jon Carvill, Jon Shepard, Jonathan McPhie, Jonathan Torres, Josh Ginsburg, Junjie Wang, Kai Wu, Kam Hou U, Karan Saxena, Kartikay Khandelwal, Katayoun Zand, Kathy Matosich, Kaushik Veeraraghavan, Kelly Michelena, Keqian Li, Kiran Jagadeesh, Kun Huang, Kunal Chawla, Kyle Huang, Lailin Chen, Lakshya Garg, Lavender A, Leandro Silva, Lee Bell, Lei Zhang, Liangpeng Guo, Licheng Yu, Liron Moshkovich, Luca Wehrstedt, Madian Khabsa, Manav Avalani, Manish Bhatt, Martynas Mankus, Matan Hasson, Matthew Lennie, Matthias Reso, Maxim Groshev, Maxim Naumov, Maya Lathi, Meghan Keneally, Miao Liu, Michael L. Seltzer, Michal Valko, Michelle Restrepo, Mihir Patel, Mik Vyatskov, Mikayel Samvelyan, Mike Clark, Mike Macey, Mike Wang, Miquel Jubert Hermoso, Mo Metanat, Mohammad Rastegari, Munish Bansal, Nandhini Santhanam, Natascha Parks, Natasha White, Navyata Bawa, Nayan Singhal, Nick Egebo, Nicolas Usunier, Nikhil Mehta, Nikolay Pavlovich Laptev, Ning Dong, Norman Cheng, Oleg Chernoguz, Olivia Hart, Omkar Salpekar, Ozlem Kalinli, Parkin Kent, Parth Parekh, Paul Saab, Pavan Balaji, Pedro Rittner, Philip Bontrager, Pierre Roux, Piotr Dollar, Polina Zvyagina, Prashant Ratanchandani, Pritish Yuvraj, Qian Liang, Rachad Alao, Rachel Rodriguez, Rafi Ayub, Raghotham Murthy, Raghu Nayani, Rahul Mitra, Rangaprabhu Parthasarathy, Raymond Li, Rebekkah Hogan, Robin Battey, Rocky Wang, Russ Howes, Ruty Rinott, Sachin Mehta, Sachin Siby, Sai Jayesh Bondu, Samyak Datta, Sara Chugh, Sara Hunt, Sargun Dhillon, Sasha Sidorov, Satadru Pan, Saurabh Mahajan, Saurabh Verma, Seiji Yamamoto, Sharadh Ramaswamy, Shaun Lindsay, Shaun Lindsay, Sheng Feng, Shenghao Lin, Shengxin Cindy Zha, Shishir Patil, Shiva Shankar, Shuqiang Zhang, Shuqiang Zhang, Sinong Wang, Sneha Agarwal, Soji Sajuyigbe, Soumith Chintala, Stephanie Max, Stephen Chen, Steve Kehoe, Steve Satterfield, Sudarshan Govindaprasad, Sumit Gupta, Summer Deng, Sungmin Cho, Sunny Virk, Suraj Subramanian, Sy Choudhury, Sydney Goldman, Tal Remez, Tamar Glaser, Tamara Best, Thilo Koehler, Thomas Robinson, Tianhe Li, Tianjun Zhang, Tim Matthews, Timothy Chou, Tzook Shaked, Varun Vontimitta, Victoria Ajayi, Victoria Montanez, Vijai Mohan, Vinay Satish Kumar, Vishal Mangla, Vlad Ionescu, Vlad Poenaru, Vlad Tiberiu Mihailescu, Vladimir Ivanov, Wei Li, Wenchen Wang, Wenwen Jiang, Wes Bouaziz, Will Constable, Xiaocheng Tang, Xiaojian Wu, Xiaolan Wang, Xilun Wu, Xinbo Gao, Yaniv Kleinman, Yanjun Chen, Ye Hu, Ye Jia, Ye Qi, Yenda Li, Yilin Zhang, Ying Zhang, Yossi Adi, Youngjin Nam, Yu, Wang, Yu Zhao, Yuchen Hao, Yundi Qian, Yunlu Li, Yuzi He, Zach Rait, Zachary DeVito, Zef Rosnbrick, Zhaoduo Wen, Zhenyu Yang, Zhiwei Zhao, Zhiyu Ma

2407.21783

ERNIE-ViL: Knowledge Enhanced Vision-Language Representations Through Scene Graph

Fei Yu, Jiji Tang, Weichong Yin, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

2006.16934

Joint Learning of Localized Representations from Medical Images and Reports

Philip Müller, Georgios Kaissis, Congyu Zou, Daniel Rueckert

2112.02889

Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN

Shuai Li, Wanqing Li, Chris Cook, Ce Zhu, Yanbo Gao

1803.04831

Expert Gate: Lifelong Learning with a Network of Experts

Rahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars

1611.06194

Speed/accuracy trade-offs for modern convolutional object detectors

Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, Kevin Murphy

1611.10012

BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation

Jifeng Dai, Kaiming He, Jian Sun

1503.01640

Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?

Sedigheh Eslami, Gerard de Melo, Christoph Meinel

2112.13906

ResMLP: Feedforward networks for image classification with data-efficient training

Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, Edouard Grave, Gautier Izacard, Armand Joulin, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou

2105.03404

Captioning Images Taken by People Who Are Blind

Danna Gurari, Yinan Zhao, Meng Zhang, Nilavra Bhattacharya

2002.08565

Are we pretraining it right? Digging deeper into visio-linguistic pretraining

Amanpreet Singh, Vedanuj Goswami, Devi Parikh

2004.08744

TextCaps: a Dataset for Image Captioning with Reading Comprehension

Oleksii Sidorov, Ronghang Hu, Marcus Rohrbach, Amanpreet Singh

2003.12462

Pay Attention to MLPs

Hanxiao Liu, Zihang Dai, David R. So, Quoc V. Le

2105.08050

Do You Even Need Attention? A Stack of Feed-Forward Layers Does Surprisingly Well on ImageNet

Luke Melas-Kyriazi

2105.02723

MLP-Mixer: An all-MLP Architecture for Vision

Ilya Tolstikhin, Neil Houlsby, Alexander Kolesnikov, Lucas Beyer, Xiaohua Zhai, Thomas Unterthiner, Jessica Yung, Andreas Steiner, Daniel Keysers, Jakob Uszkoreit, Mario Lucic, Alexey Dosovitskiy

2105.01601

RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition

Xiaohan Ding, Chunlong Xia, Xiangyu Zhang, Xiaojie Chu, Jungong Han, Guiguang Ding

2105.01883

Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

Kelvin Xu, Jimmy Ba, Ryan Kiros, Kyunghyun Cho, Aaron Courville, Ruslan Salakhutdinov, Richard Zemel, Yoshua Bengio

1502.03044

Circle Loss: A Unified Perspective of Pair Similarity Optimization

Yifan Sun, Changmao Cheng, Yuhan Zhang, Chi Zhang, Liang Zheng, Zhongdao Wang, Yichen Wei

2002.10857

The Reversible Residual Network: Backpropagation Without Storing Activations

Aidan N. Gomez, Mengye Ren, Raquel Urtasun, Roger B. Grosse

1707.04585

Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks

Samy Bengio, Oriol Vinyals, Navdeep Jaitly, Noam Shazeer

1506.03099

Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks

Tianfan Xue, Jiajun Wu, Katherine L. Bouman, William T. Freeman

1607.02586

Interpretable 3D Human Action Analysis with Temporal Convolutional Networks

Tae Soo Kim, Austin Reiter

1704.04516

Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

Priya Goyal, Piotr Dollár, Ross Girshick, Pieter Noordhuis, Lukasz Wesolowski, Aapo Kyrola, Andrew Tulloch, Yangqing Jia, Kaiming He

1706.02677

End-to-End Training of Deep Visuomotor Policies

Sergey Levine, Chelsea Finn, Trevor Darrell, Pieter Abbeel

1504.00702

Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge

Oriol Vinyals, Alexander Toshev, Samy Bengio, Dumitru Erhan

1609.06647

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun

1512.03385

Large-Scale Adversarial Training for Vision-and-Language Representation Learning

Zhe Gan, Yen-Chun Chen, Linjie Li, Chen Zhu, Yu Cheng, Jingjing Liu

2006.06195

DRAW: A Recurrent Neural Network For Image Generation

Karol Gregor, Ivo Danihelka, Alex Graves, Danilo Jimenez Rezende, Daan Wierstra

1502.04623

Identity Mappings in Deep Residual Networks

Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun

1603.05027

Unsupervised Learning of Disentangled Representations from Video

Remi Denton, Vighnesh Birodkar

1705.10915

An Uncertain Future: Forecasting from Static Images using Variational Autoencoders

Jacob Walker, Carl Doersch, Abhinav Gupta, Martial Hebert

1606.07873

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman

1409.1556

SoundNet: Learning Sound Representations from Unlabeled Video

Yusuf Aytar, Carl Vondrick, Antonio Torralba

1610.09001

Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering

Haoyuan Gao, Junhua Mao, Jie Zhou, Zhiheng Huang, Lei Wang, Wei Xu

1505.05612

Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos

Serena Yeung, Olga Russakovsky, Ning Jin, Mykhaylo Andriluka, Greg Mori, Li Fei-Fei

1507.05738

Zero-Shot Text-to-Image Generation

Aditya Ramesh, Mikhail Pavlov, Gabriel Goh, Scott Gray, Chelsea Voss, Alec Radford, Mark Chen, Ilya Sutskever

2102.12092

Natural Language Object Retrieval

Ronghang Hu, Huazhe Xu, Marcus Rohrbach, Jiashi Feng, Kate Saenko, Trevor Darrell

1511.04164

Generation and Comprehension of Unambiguous Object Descriptions

Junhua Mao, Jonathan Huang, Alexander Toshev, Oana Camburu, Alan Yuille, Kevin Murphy

1511.02283

A ConvNet for the 2020s

Zhuang Liu, Hanzi Mao, Chao-Yuan Wu, Christoph Feichtenhofer, Trevor Darrell, Saining Xie

2201.03545

Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books

Yukun Zhu, Ryan Kiros, Richard Zemel, Ruslan Salakhutdinov, Raquel Urtasun, Antonio Torralba, Sanja Fidler

1506.06724

Auto-Encoding Scene Graphs for Image Captioning

Xu Yang, Kaihua Tang, Hanwang Zhang, Jianfei Cai

1812.02378

Attention on Attention for Image Captioning

Lun Huang, Wenmin Wang, Jie Chen, Xiao-Yong Wei

1908.06954

BEiT: BERT Pre-Training of Image Transformers

Hangbo Bao, Li Dong, Songhao Piao, Furu Wei

2106.08254

Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation

Wenliang Dai, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung

2203.06386

Simultaneous Detection and Segmentation

Bharath Hariharan, Pablo Arbeláez, Ross Girshick, Jitendra Malik

1407.1808

DeepBox: Learning Objectness with Convolutional Networks

Weicheng Kuo, Bharath Hariharan, Jitendra Malik

1505.02146

A Comprehensive Survey of Deep Learning for Image Captioning

Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga

1810.04020

Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning

Jingkuan Song, Zhao Guo, Lianli Gao, Wu Liu, Dongxiang Zhang, Heng Tao Shen

1706.01231

Learning Deep Features for Discriminative Localization

Bolei Zhou, Aditya Khosla, Agata Lapedriza, Aude Oliva, Antonio Torralba

1512.04150

Emerging Properties in Self-Supervised Vision Transformers

Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin

2104.14294

Involution: Inverting the Inherence of Convolution for Visual Recognition

Duo Li, Jie Hu, Changhu Wang, Xiangtai Li, Qi She, Lei Zhu, Tong Zhang, Qifeng Chen

2103.06255

Learning to See by Moving

Pulkit Agrawal, Joao Carreira, Jitendra Malik

1505.01596

Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning

Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke, Alex Alemi

1602.07261

High-Performance Large-Scale Image Recognition Without Normalization

Andrew Brock, Soham De, Samuel L. Smith, Karen Simonyan

2102.06171

Scaling Vision Transformers

Xiaohua Zhai, Alexander Kolesnikov, Neil Houlsby, Lucas Beyer

2106.04560

Understanding Robustness of Transformers for Image Classification

Srinadh Bhojanapalli, Ayan Chakrabarti, Daniel Glasner, Daliang Li, Thomas Unterthiner, Andreas Veit

2103.14586

Dense Optical Flow Prediction from a Static Image

Jacob Walker, Abhinav Gupta, Martial Hebert

1505.00295

ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices

Xiangyu Zhang, Xinyu Zhou, Mengxiao Lin, Jian Sun

1707.01083

Deep Spatial Autoencoders for Visuomotor Learning

Chelsea Finn, Xin Yu Tan, Yan Duan, Trevor Darrell, Sergey Levine, Pieter Abbeel

1509.06113

Language Models for Image Captioning: The Quirks and What Works

Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, Li Deng, Xiaodong He, Geoffrey Zweig, Margaret Mitchell

1505.01809

Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions

Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan, Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao

2102.12122

Scaling Local Self-Attention for Parameter Efficient Visual Backbones

Ashish Vaswani, Prajit Ramachandran, Aravind Srinivas, Niki Parmar, Blake Hechtman, Jonathon Shlens

2103.12731

Going Deeper with Convolutions

Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, Andrew Rabinovich

1409.4842

Rethinking the Inception Architecture for Computer Vision

Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jonathon Shlens, Zbigniew Wojna

1512.00567

Actions and Attributes from Wholes and Parts

Georgia Gkioxari, Ross Girshick, Jitendra Malik

1412.2604

Unsupervised Visual Representation Learning by Context Prediction

Carl Doersch, Abhinav Gupta, Alexei A. Efros

1505.05192

CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers

Wenyi Hong, Ming Ding, Wendi Zheng, Xinghan Liu, Jie Tang

2205.15868

Fully Convolutional Networks for Semantic Segmentation

Jonathan Long, Evan Shelhamer, Trevor Darrell

1411.4038

Newtonian Image Understanding: Unfolding the Dynamics of Objects in Static Images

Roozbeh Mottaghi, Hessam Bagherinezhad, Mohammad Rastegari, Ali Farhadi

1511.04048

Supersizing Self-supervision: Learning to Grasp from 50K Tries and 700 Robot Hours

Lerrel Pinto, Abhinav Gupta

1509.06825

Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models

Ryan Kiros, Ruslan Salakhutdinov, Richard S. Zemel

1411.2539

Deep Visual-Semantic Alignments for Generating Image Descriptions

Andrej Karpathy, Li Fei-Fei

1412.2306

Material Recognition in the Wild with the Materials in Context Database

Sean Bell, Paul Upchurch, Noah Snavely, Kavita Bala

1412.0623

Data-dependent Initializations of Convolutional Neural Networks

Philipp Krähenbühl, Carl Doersch, Jeff Donahue, Trevor Darrell

1511.06856

Fast R-CNN

Ross Girshick

1504.08083

Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Swaroop Mishra, Daniel Khashabi, Chitta Baral, Hannaneh Hajishirzi

2104.08773

Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners

Ningyu Zhang, Luoqiu Li, Xiang Chen, Shumin Deng, Zhen Bi, Chuanqi Tan, Fei Huang, Huajun Chen

2108.13161

Learning Gradient Fields for Shape Generation

Ruojin Cai, Guandao Yang, Hadar Averbuch-Elor, Zekun Hao, Serge Belongie, Noah Snavely, Bharath Hariharan

2008.06520

Improved Techniques for Training Score-Based Generative Models

Yang Song, Stefano Ermon

2006.09011

Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models

Bryan A. Plummer, Liwei Wang, Chris M. Cervantes, Juan C. Caicedo, Julia Hockenmaier, Svetlana Lazebnik

1505.04870

Generative Adversarial Networks

Gilad Cohen, Raja Giryes

2203.00667

Segmentation from Natural Language Expressions

Ronghang Hu, Marcus Rohrbach, Trevor Darrell

1603.06180

Ask Your Neurons: A Neural-based Approach to Answering Questions about Images

Mateusz Malinowski, Marcus Rohrbach, Mario Fritz

1505.01121

Exploring Models and Data for Image Question Answering

Mengye Ren, Ryan Kiros, Richard Zemel

1505.02074

VQA: Visual Question Answering

Aishwarya Agrawal, Jiasen Lu, Stanislaw Antol, Margaret Mitchell, C. Lawrence Zitnick, Dhruv Batra, Devi Parikh

1505.00468

Improving neural networks by preventing co-adaptation of feature detectors

Geoffrey E. Hinton, Nitish Srivastava, Alex Krizhevsky, Ilya Sutskever, Ruslan R. Salakhutdinov

1207.0580

Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, Kevin Murphy, Alan L. Yuille

1412.7062

TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones

Zhengqing Yuan, Zhaoxu Li, Weiran Huang, Yanfang Ye, Lichao Sun

2312.16862

Explainable and Explicit Visual Reasoning over Scene Graphs

Jiaxin Shi, Hanwang Zhang, Juanzi Li

1812.01855

C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection

Fang Wan, Chang Liu, Wei Ke, Xiangyang Ji, Jianbin Jiao, Qixiang Ye

1904.05647

Exploring Visual Relationship for Image Captioning

Ting Yao, Yingwei Pan, Yehao Li, Tao Mei

1809.07041

Counterfactual Critic Multi-Agent Training for Scene Graph Generation

Long Chen, Hanwang Zhang, Jun Xiao, Xiangnan He, Shiliang Pu, Shih-Fu Chang

1812.02347

Deformable Part Models are Convolutional Neural Networks

Ross Girshick, Forrest Iandola, Trevor Darrell, Jitendra Malik

1409.5403

Radioactive data: tracing through training

Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou

2002.00937

Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation

Huiyu Wang, Yukun Zhu, Bradley Green, Hartwig Adam, Alan Yuille, Liang-Chieh Chen

2003.07853

Part-based R-CNNs for Fine-grained Category Detection

Ning Zhang, Jeff Donahue, Ross Girshick, Trevor Darrell

1407.3867

Image Generation from Layout

Bo Zhao, Lili Meng, Weidong Yin, Leonid Sigal

1811.11389

Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering

Gao Peng, Zhengkai Jiang, Haoxuan You, Pan Lu, Steven Hoi, Xiaogang Wang, Hongsheng Li

1812.05252

Learning to Assemble Neural Module Tree Networks for Visual Grounding

Daqing Liu, Hanwang Zhang, Feng Wu, Zheng-Jun Zha

1812.03299

Learning to Compose Dynamic Tree Structures for Visual Contexts

Kaihua Tang, Hanwang Zhang, Baoyuan Wu, Wenhan Luo, Wei Liu

1812.01880

Recurrent Fusion Network for Image Captioning

Wenhao Jiang, Lin Ma, Yu-Gang Jiang, Wei Liu, Tong Zhang

1807.09986

Relation Networks for Object Detection

Han Hu, Jiayuan Gu, Zheng Zhang, Jifeng Dai, Yichen Wei

1711.11575

Exploring Self-attention for Image Recognition

Hengshuang Zhao, Jiaya Jia, Vladlen Koltun

2004.13621

End-to-End Object Detection with Transformers

Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, Sergey Zagoruyko

2005.12872

Designing Network Design Spaces

Ilija Radosavovic, Raj Prateek Kosaraju, Ross Girshick, Kaiming He, Piotr Dollár

2003.13678

ParseNet: Looking Wider to See Better

Wei Liu, Andrew Rabinovich, Alexander C. Berg

1506.04579

Learning Deconvolution Network for Semantic Segmentation

Hyeonwoo Noh, Seunghoon Hong, Bohyung Han

1505.04366

U-Net: Convolutional Networks for Biomedical Image Segmentation

Olaf Ronneberger, Philipp Fischer, Thomas Brox

1505.04597

Blurring the Line Between Structure and Learning to Optimize and Adapt Receptive Fields

Evan Shelhamer, Dequan Wang, Trevor Darrell

1904.11487

Unsupervised Learning of Video Representations using LSTMs

Nitish Srivastava, Elman Mansimov, Ruslan Salakhutdinov

1502.04681

ImageNet Large Scale Visual Recognition Challenge

Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, Alexander C. Berg, Li Fei-Fei

1409.0575

Bird Species Categorization Using Pose Normalized Deep Convolutional Nets

Steve Branson, Grant Van Horn, Serge Belongie, Pietro Perona

1406.2952

Caffe: Convolutional Architecture for Fast Feature Embedding

Yangqing Jia, Evan Shelhamer, Jeff Donahue, Sergey Karayev, Jonathan Long, Ross Girshick, Sergio Guadarrama, Trevor Darrell

1408.5093

Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN)

Junhua Mao, Wei Xu, Yi Yang, Jiang Wang, Zhiheng Huang, Alan Yuille

1412.6632

Learning Transferable Architectures for Scalable Image Recognition

Barret Zoph, Vijay Vasudevan, Jonathon Shlens, Quoc V. Le

1707.07012

From Captions to Visual Concepts and Back

Hao Fang, Saurabh Gupta, Forrest Iandola, Rupesh Srivastava, Li Deng, Piotr Dollár, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig

1411.4952

SkipNet: Learning Dynamic Routing in Convolutional Networks

Xin Wang, Fisher Yu, Zi-Yi Dou, Trevor Darrell, Joseph E. Gonzalez

1711.09485

Show and Tell: A Neural Image Caption Generator

Oriol Vinyals, Alexander Toshev, Samy Bengio, Dumitru Erhan

1411.4555

Pedestrian Detection with Unsupervised Multi-Stage Feature Learning

Pierre Sermanet, Koray Kavukcuoglu, Soumith Chintala, Yann LeCun

1212.0142

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick, Jian Sun

1506.01497

Stereotyping and Bias in the Flickr30K Dataset

Emiel van Miltenburg

1605.06083

Deep Double Descent: Where Bigger Models and More Data Hurt

Preetum Nakkiran, Gal Kaplun, Yamini Bansal, Tristan Yang, Boaz Barak, Ilya Sutskever

1912.02292

Encoding High Dimensional Local Features by Sparse Coding Based Fisher Vectors

Lingqiao Liu, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang

1411.6406

Long-term Recurrent Convolutional Networks for Visual Recognition and Description

Jeff Donahue, Lisa Anne Hendricks, Marcus Rohrbach, Subhashini Venugopalan, Sergio Guadarrama, Kate Saenko, Trevor Darrell

1411.4389

Binary Neural Networks: A Survey

Haotong Qin, Ruihao Gong, Xianglong Liu, Xiao Bai, Jingkuan Song, Nicu Sebe

2004.03333

Feedforward semantic segmentation with zoom-out features

Mohammadreza Mostajabi, Payman Yadollahpour, Gregory Shakhnarovich

1412.0774

DualSDF: Semantic Shape Manipulation using a Two-Level Representation

Zekun Hao, Hadar Averbuch-Elor, Noah Snavely, Serge Belongie

2004.02869

Solving Linear Inverse Problems Using the Prior Implicit in a Denoiser

Zahra Kadkhodaie, Eero P. Simoncelli

2007.13640

Learning to Compose Neural Networks for Question Answering

Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein

1601.01705

Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun

1502.01852

Scaling Laws for Autoregressive Generative Modeling

Tom Henighan, Jared Kaplan, Mor Katz, Mark Chen, Christopher Hesse, Jacob Jackson, Heewoo Jun, Tom B. Brown, Prafulla Dhariwal, Scott Gray, Chris Hallacy, Benjamin Mann, Alec Radford, Aditya Ramesh, Nick Ryder, Daniel M. Ziegler, John Schulman, Dario Amodei, Sam McCandlish

2010.14701

KPConv: Flexible and Deformable Convolution for Point Clouds

Hugues Thomas, Charles R. Qi, Jean-Emmanuel Deschaud, Beatriz Marcotegui, François Goulette, Leonidas J. Guibas

1904.08889

MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark

Dongping Chen, Ruoxi Chen, Shilin Zhang, Yinuo Liu, Yaochen Wang, Huichi Zhou, Qihui Zhang, Yao Wan, Pan Zhou, Lichao Sun

2402.04788

AugLy: Data Augmentations for Robustness

Zoe Papakipos, Joanna Bitton

2201.06494

Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Lianghui Zhu, Bencheng Liao, Qian Zhang, Xinlong Wang, Wenyu Liu, Xinggang Wang

2401.09417

Conditional Random Fields as Recurrent Neural Networks

Shuai Zheng, Sadeep Jayasumana, Bernardino Romera-Paredes, Vibhav Vineet, Zhizhong Su, Dalong Du, Chang Huang, Philip H. S. Torr

1502.03240

Deep Global Registration

Christopher Choy, Wei Dong, Vladlen Koltun

2004.11540

Adversarial score matching and improved sampling for image generation

Alexia Jolicoeur-Martineau, Rémi Piché-Taillefer, Rémi Tachet des Combes, Ioannis Mitliagkas

2009.05475

Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations

Ranjay Krishna, Yuke Zhu, Oliver Groth, Justin Johnson, Kenji Hata, Joshua Kravitz, Stephanie Chen, Yannis Kalantidis, Li-Jia Li, David A. Shamma, Michael S. Bernstein, Fei-Fei Li

1602.07332

Microsoft COCO Captions: Data Collection and Evaluation Server

Xinlei Chen, Hao Fang, Tsung-Yi Lin, Ramakrishna Vedantam, Saurabh Gupta, Piotr Dollar, C. Lawrence Zitnick

1504.00325

Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding

Akira Fukui, Dong Huk Park, Daylen Yang, Anna Rohrbach, Trevor Darrell, Marcus Rohrbach

1606.01847

HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models

Sharon Zhou, Mitchell L. Gordon, Ranjay Krishna, Austin Narcomey, Li Fei-Fei, Michael S. Bernstein

1904.01121

Generating Diverse High-Fidelity Images with VQ-VAE-2

Ali Razavi, Aaron van den Oord, Oriol Vinyals

1906.00446

Top-down Neural Attention by Excitation Backprop

Jianming Zhang, Zhe Lin, Jonathan Brandt, Xiaohui Shen, Stan Sclaroff

1608.00507

Sequence to Sequence -- Video to Text

Subhashini Venugopalan, Marcus Rohrbach, Jeff Donahue, Raymond Mooney, Trevor Darrell, Kate Saenko

1505.00487

Empirical Evaluation of Rectified Activations in Convolutional Network

Bing Xu, Naiyan Wang, Tianqi Chen, Mu Li

1505.00853

Translating Videos to Natural Language Using Deep Recurrent Neural Networks

Subhashini Venugopalan, Huijuan Xu, Jeff Donahue, Marcus Rohrbach, Raymond Mooney, Kate Saenko

1412.4729

Convolutional Feature Masking for Joint Object and Stuff Segmentation

Jifeng Dai, Kaiming He, Jian Sun

1412.1283

Learning without Forgetting

Zhizhong Li, Derek Hoiem

1606.09282

Learning to Answer Questions From Image Using Convolutional Neural Network

Lin Ma, Zhengdong Lu, Hang Li

1506.00333

DenseCap: Fully Convolutional Localization Networks for Dense Captioning

Justin Johnson, Andrej Karpathy, Li Fei-Fei

1511.07571

Yin and Yang: Balancing and Answering Binary Visual Questions

Peng Zhang, Yash Goyal, Douglas Summers-Stay, Dhruv Batra, Devi Parikh

1511.05099

Neural Module Networks

Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein

1511.02799

SAL: Sign Agnostic Learning of Shapes from Raw Data

Matan Atzmon, Yaron Lipman

1911.10414

Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering

Huijuan Xu, Kate Saenko

1511.05234

RNN Fisher Vectors for Action Recognition and Image Annotation

Guy Lev, Gil Sadeh, Benjamin Klein, Lior Wolf

1512.03958

Making Convolutional Networks Shift-Invariant Again

Richard Zhang

1904.11486

FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction

Shuyang Sun, Jiangmiao Pang, Jianping Shi, Shuai Yi, Wanli Ouyang

1901.03495

Unifying Training and Inference for Panoptic Segmentation

Qizhu Li, Xiaojuan Qi, Philip H. S. Torr

2001.04982

Spectral Normalization for Generative Adversarial Networks

Takeru Miyato, Toshiki Kataoka, Masanori Koyama, Yuichi Yoshida

1802.05957

TS2C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection

Yunchao Wei, Zhiqiang Shen, Bowen Cheng, Honghui Shi, Jinjun Xiong, Jiashi Feng, Thomas Huang

1807.04897

Knowledge-Embedded Routing Network for Scene Graph Generation

Tianshui Chen, Weihao Yu, Riquan Chen, Liang Lin

1903.03326

Scene Graph Generation by Iterative Message Passing

Danfei Xu, Yuke Zhu, Christopher B. Choy, Li Fei-Fei

1701.02426

Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis

Seunghoon Hong, Dingdong Yang, Jongwook Choi, Honglak Lee

1801.05091

Scene Graph Generation with External Knowledge and Image Reconstruction

Jiuxiang Gu, Handong Zhao, Zhe Lin, Sheng Li, Jianfei Cai, Mingyang Ling

1904.00560

Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering

Duy-Kien Nguyen, Takayuki Okatani

1804.00775

Scene Graph Generation from Objects, Phrases and Region Captions

Yikang Li, Wanli Ouyang, Bolei Zhou, Kun Wang, Xiaogang Wang

1707.09700

Deep Learning for Generic Object Detection: A Survey

Li Liu, Wanli Ouyang, Xiaogang Wang, Paul Fieguth, Jie Chen, Xinwang Liu, Matti Pietikäinen

1809.02165

Regularized Evolution for Image Classifier Architecture Search

Esteban Real, Alok Aggarwal, Yanping Huang, Quoc V Le

1802.01548

Question-Guided Hybrid Convolution for Visual Question Answering

Peng Gao, Pan Lu, Hongsheng Li, Shuang Li, Yikang Li, Steven Hoi, Xiaogang Wang

1808.02632

Image Generation from Scene Graphs

Justin Johnson, Agrim Gupta, Li Fei-Fei

1804.01622

DARTS: Differentiable Architecture Search

Hanxiao Liu, Karen Simonyan, Yiming Yang

1806.09055

Diverse Image-to-Image Translation via Disentangled Representations

Hsin-Ying Lee, Hung-Yu Tseng, Jia-Bin Huang, Maneesh Kumar Singh, Ming-Hsuan Yang

1808.00948

PolyTransform: Deep Polygon Transformer for Instance Segmentation

Justin Liang, Namdar Homayounfar, Wei-Chiu Ma, Yuwen Xiong, Rui Hu, Raquel Urtasun

1912.02801

Bilinear Attention Networks

Jin-Hwa Kim, Jaehyun Jun, Byoung-Tak Zhang

1805.07932

Jointly Localizing and Describing Events for Dense Video Captioning

Yehao Li, Ting Yao, Yingwei Pan, Hongyang Chao, Tao Mei

1804.08274

Dense-Captioning Events in Videos

Ranjay Krishna, Kenji Hata, Frederic Ren, Li Fei-Fei, Juan Carlos Niebles

1705.00754

Recursive Visual Attention in Visual Dialog

Yulei Niu, Hanwang Zhang, Manli Zhang, Jianhong Zhang, Zhiwu Lu, Ji-Rong Wen

1812.02664

Efficient Neural Architecture Search via Parameter Sharing

Hieu Pham, Melody Y. Guan, Barret Zoph, Quoc V. Le, Jeff Dean

1802.03268

Neural Baby Talk

Jiasen Lu, Jianwei Yang, Dhruv Batra, Devi Parikh

1803.09845

Deeply-Supervised Nets

Chen-Yu Lee, Saining Xie, Patrick Gallagher, Zhengyou Zhang, Zhuowen Tu

1409.5185

Bidirectional Attentive Fusion with Context Gating for Dense Video Captioning

Jingwen Wang, Wenhao Jiang, Lin Ma, Wei Liu, Yong Xu

1804.00100

Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding

Zhou Yu, Jun Yu, Chenchao Xiang, Zhou Zhao, Qi Tian, Dacheng Tao

1805.03508

Speeding up Convolutional Neural Networks with Low Rank Expansions

Max Jaderberg, Andrea Vedaldi, Andrew Zisserman

1405.3866

Explainable Neural Computation via Stack Neural Module Networks

Ronghang Hu, Jacob Andreas, Trevor Darrell, Kate Saenko

1807.08556

Dense Relational Captioning: Triple-Stream Networks for Relationship-Based Captioning

Dong-Jin Kim, Jinsoo Choi, Tae-Hyun Oh, In So Kweon

1903.05942

Multiple Instance Detection Network with Online Instance Classifier Refinement

Peng Tang, Xinggang Wang, Xiang Bai, Wenyu Liu

1704.00138

Weakly Supervised Cascaded Convolutional Networks

Ali Diba, Vivek Sharma, Ali Pazandeh, Hamed Pirsiavash, Luc Van Gool

1611.08258

SOGNet: Scene Overlap Graph Network for Panoptic Segmentation

Yibo Yang, Hongyang Li, Xia Li, Qijie Zhao, Jianlong Wu, Zhouchen Lin

1911.07527

Less Is More: Picking Informative Frames for Video Captioning

Yangyu Chen, Shuhui Wang, Weigang Zhang, Qingming Huang

1803.01457

ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design

Ningning Ma, Xiangyu Zhang, Hai-Tao Zheng, Jian Sun

1807.11164

Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering

Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, Lei Zhang

1707.07998

Min-Entropy Latent Model for Weakly Supervised Object Detection

Fang Wan, Pengxu Wei, Zhenjun Han, Jianbin Jiao, Qixiang Ye

1902.06057

ChatPainter: Improving Text to Image Generation using Dialogue

Shikhar Sharma, Dendi Suhubdy, Vincent Michalski, Samira Ebrahimi Kahou, Yoshua Bengio

1802.08216

Do ImageNet Classifiers Generalize to ImageNet?

Benjamin Recht, Rebecca Roelofs, Ludwig Schmidt, Vaishaal Shankar

1902.10811

EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

Mingxing Tan, Quoc V. Le

1905.11946

Attention Augmented Convolutional Networks

Irwan Bello, Barret Zoph, Ashish Vaswani, Jonathon Shlens, Quoc V. Le

1904.09925

Detecting Visual Relationships with Deep Relational Networks

Bo Dai, Yuqi Zhang, Dahua Lin

1704.03114

Deep Self-Taught Learning for Weakly Supervised Object Localization

Zequn Jie, Yunchao Wei, Xiaojie Jin, Jiashi Feng, Wei Liu

1704.05188

Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks

Jie Hu, Li Shen, Samuel Albanie, Gang Sun, Andrea Vedaldi

1810.12348

Stand-Alone Self-Attention in Vision Models

Prajit Ramachandran, Niki Parmar, Ashish Vaswani, Irwan Bello, Anselm Levskaya, Jonathon Shlens

1906.05909

Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding

Kexin Yi, Jiajun Wu, Chuang Gan, Antonio Torralba, Pushmeet Kohli, Joshua B. Tenenbaum

1810.02338

Neural Architecture Search for Lightweight Non-Local Networks

Yingwei Li, Xiaojie Jin, Jieru Mei, Xiaochen Lian, Linjie Yang, Cihang Xie, Qihang Yu, Yuyin Zhou, Song Bai, Alan Yuille

2004.01961

Reconstruction Network for Video Captioning

Bairui Wang, Lin Ma, Wei Zhang, Wei Liu

1803.11438

Spatial Transformer Networks

Max Jaderberg, Karen Simonyan, Andrew Zisserman, Koray Kavukcuoglu

1506.02025

Deformable ConvNets v2: More Deformable, Better Results

Xizhou Zhu, Han Hu, Stephen Lin, Jifeng Dai

1811.11168

Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation

Hang Gao, Xizhou Zhu, Steve Lin, Jifeng Dai

1910.02940

An Online Plug-and-Play Algorithm for Regularized Image Reconstruction

Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov

1809.04693

Deformable Filter Convolution for Point Cloud Reasoning

Yuwen Xiong, Mengye Ren, Renjie Liao, Kelvin Wong, Raquel Urtasun

1907.13079

Channel Pruning for Accelerating Very Deep Neural Networks

Yihui He, Xiangyu Zhang, Jian Sun

1707.06168

Learning to Segment Object Candidates

Pedro O. Pinheiro, Ronan Collobert, Piotr Dollar

1506.06204

Robust and interpretable blind image denoising via bias-free convolutional neural networks

Sreyas Mohan, Zahra Kadkhodaie, Eero P. Simoncelli, Carlos Fernandez-Granda

1906.05478

Revisiting RCNN: On Awakening the Classification Power of Faster RCNN

Bowen Cheng, Yunchao Wei, Honghui Shi, Rogerio Feris, Jinjun Xiong, Thomas Huang

1803.06799

Learning Spatiotemporal Features with 3D Convolutional Networks

Du Tran, Lubomir Bourdev, Rob Fergus, Lorenzo Torresani, Manohar Paluri

1412.0767

Instance-aware Semantic Segmentation via Multi-task Network Cascades

Jifeng Dai, Kaiming He, Jian Sun

1512.04412

Regularization by Denoising: Clarifications and New Interpretations

Edward T. Reehorst, Philip Schniter

1806.02296

IDK Cascades: Fast Deep Learning by Learning not to Overthink

Xin Wang, Yujia Luo, Daniel Crankshaw, Alexey Tumanov, Fisher Yu, Joseph E. Gonzalez

1706.00885

Video (language) modeling: a baseline for generative models of natural videos

MarcAurelio Ranzato, Arthur Szlam, Joan Bruna, Michael Mathieu, Ronan Collobert, Sumit Chopra

1412.6604

Squeeze-and-Excitation Networks

Jie Hu, Li Shen, Samuel Albanie, Gang Sun, Enhua Wu

1709.01507

Non-local Neural Networks

Xiaolong Wang, Ross Girshick, Abhinav Gupta, Kaiming He

1711.07971

Local Relation Networks for Image Recognition

Han Hu, Zheng Zhang, Zhenda Xie, Stephen Lin

1904.11491

Adaptive Neural Networks for Efficient Inference

Tolga Bolukbasi, Joseph Wang, Ofer Dekel, Venkatesh Saligrama

1702.07811

MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving

Marvin Teichmann, Michael Weber, Marius Zoellner, Roberto Cipolla, Raquel Urtasun

1612.07695

DeepRED: Deep Image Prior Powered by RED

Gary Mataev, Michael Elad, Peyman Milanfar

1903.10176

Spectral Networks and Locally Connected Networks on Graphs

Joan Bruna, Wojciech Zaremba, Arthur Szlam, Yann LeCun

1312.6203

HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

Mantas Mazeika, Long Phan, Xuwang Yin, Andy Zou, Zifan Wang, Norman Mu, Elham Sakhaee, Nathaniel Li, Steven Basart, Bo Li, David Forsyth, Dan Hendrycks

2402.04249

Large Scale Adversarial Representation Learning

Jeff Donahue, Karen Simonyan

1907.02544

Language Is Not All You Need: Aligning Perception with Language Models

Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Johan Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei

2302.14045

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun

1406.4729

Stable and low-precision training for large-scale vision-language models

Mitchell Wortsman, Tim Dettmers, Luke Zettlemoyer, Ari Morcos, Ali Farhadi, Ludwig Schmidt

2304.13013

Visual7W: Grounded Question Answering in Images

Yuke Zhu, Oliver Groth, Michael Bernstein, Li Fei-Fei

1511.03416

Perceiver IO: A General Architecture for Structured Inputs & Outputs

Andrew Jaegle, Sebastian Borgeaud, Jean-Baptiste Alayrac, Carl Doersch, Catalin Ionescu, David Ding, Skanda Koppula, Daniel Zoran, Andrew Brock, Evan Shelhamer, Olivier Hénaff, Matthew M. Botvinick, Andrew Zisserman, Oriol Vinyals, Joāo Carreira

2107.14795

The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization

Dan Hendrycks, Steven Basart, Norman Mu, Saurav Kadavath, Frank Wang, Evan Dorundo, Rahul Desai, Tyler Zhu, Samyak Parajuli, Mike Guo, Dawn Song, Jacob Steinhardt, Justin Gilmer

2006.16241

Visualizing and Understanding Convolutional Networks

Matthew D Zeiler, Rob Fergus

1311.2901

Scaling Vision Transformers to 22 Billion Parameters

Mostafa Dehghani, Josip Djolonga, Basil Mustafa, Piotr Padlewski, Jonathan Heek, Justin Gilmer, Andreas Steiner, Mathilde Caron, Robert Geirhos, Ibrahim Alabdulmohsin, Rodolphe Jenatton, Lucas Beyer, Michael Tschannen, Anurag Arnab, Xiao Wang, Carlos Riquelme, Matthias Minderer, Joan Puigcerver, Utku Evci, Manoj Kumar, Sjoerd van Steenkiste, Gamaleldin F. Elsayed, Aravindh Mahendran, Fisher Yu, Avital Oliver, Fantine Huot, Jasmijn Bastings, Mark Patrick Collier, Alexey Gritsenko, Vighnesh Birodkar, Cristina Vasconcelos, Yi Tay, Thomas Mensink, Alexander Kolesnikov, Filip Pavetić, Dustin Tran, Thomas Kipf, Mario Lučić, Xiaohua Zhai, Daniel Keysers, Jeremiah Harmsen, Neil Houlsby

2302.05442

Adversarial Video Generation on Complex Datasets

Aidan Clark, Jeff Donahue, Karen Simonyan

1907.06571

Learning Implicit Fields for Generative Shape Modeling

Zhiqin Chen, Hao Zhang

1812.02822

DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation

Jeong Joon Park, Peter Florence, Julian Straub, Richard Newcombe, Steven Lovegrove

1901.05103

Dynamic Memory Networks for Visual and Textual Question Answering

Caiming Xiong, Stephen Merity, Richard Socher

1603.01417

CvxNet: Learnable Convex Decomposition

Boyang Deng, Kyle Genova, Soroosh Yazdani, Sofien Bouaziz, Geoffrey Hinton, Andrea Tagliasacchi

1909.05736

Differentiable Augmentation for Data-Efficient GAN Training

Shengyu Zhao, Zhijian Liu, Ji Lin, Jun-Yan Zhu, Song Han

2006.10738

Post-Training Quantization for Vision Transformer

Zhenhua Liu, Yunhe Wang, Kai Han, Siwei Ma, Wen Gao

2106.14156

PyTorchVideo: A Deep Learning Library for Video Understanding

Haoqi Fan, Tullie Murrell, Heng Wang, Kalyan Vasudev Alwala, Yanghao Li, Yilei Li, Bo Xiong, Nikhila Ravi, Meng Li, Haichuan Yang, Jitendra Malik, Ross Girshick, Matt Feiszli, Aaron Adcock, Wan-Yen Lo, Christoph Feichtenhofer

2111.09887

Replacing softmax with ReLU in Vision Transformers

Mitchell Wortsman, Jaehoon Lee, Justin Gilmer, Simon Kornblith

2309.08586

SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation

Zhaohu Xing, Tian Ye, Yijun Yang, Guang Liu, Lei Zhu

2401.13560

Learning Shape Templates with Structured Implicit Functions

Kyle Genova, Forrester Cole, Daniel Vlasic, Aaron Sarna, William T. Freeman, Thomas Funkhouser

1904.06447

Explain Images with Multimodal Recurrent Neural Networks

Junhua Mao, Wei Xu, Yi Yang, Jiang Wang, Alan L. Yuille

1410.1090

Kosmos-2: Grounding Multimodal Large Language Models to the World

Zhiliang Peng, Wenhui Wang, Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Furu Wei

2306.14824

Occupancy Networks: Learning 3D Reconstruction in Function Space

Lars Mescheder, Michael Oechsle, Michael Niemeyer, Sebastian Nowozin, Andreas Geiger

1812.03828

Sigmoid Loss for Language Image Pre-Training

Xiaohua Zhai, Basil Mustafa, Alexander Kolesnikov, Lucas Beyer

2303.15343

VMamba: Visual State Space Model

Yue Liu, Yunjie Tian, Yuzhong Zhao, Hongtian Yu, Lingxi Xie, Yaowei Wang, Qixiang Ye, Jianbin Jiao, Yunfan Liu

2401.10166

Analyzing and Improving the Image Quality of StyleGAN

Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, Timo Aila

1912.04958

On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models

Erik Nijkamp, Mitch Hill, Tian Han, Song-Chun Zhu, Ying Nian Wu

1903.12370

Curiosity-driven Exploration by Self-supervised Prediction

Deepak Pathak, Pulkit Agrawal, Alexei A. Efros, Trevor Darrell

1705.05363

Diffusion Models Without Attention

Jing Nathan Yan, Jiatao Gu, Alexander M. Rush

2311.18257

Where To Look: Focus Regions for Visual Question Answering

Kevin J. Shih, Saurabh Singh, Derek Hoiem

1511.07394

Ask Me Anything: Free-form Visual Question Answering Based on Knowledge from External Sources

Qi Wu, Peng Wang, Chunhua Shen, Anthony Dick, Anton van den Hengel

1511.06973

Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training

Wenliang Dai, Zihan Liu, Ziwei Ji, Dan Su, Pascale Fung

2210.07688

Selective Kernel Networks

Xiang Li, Wenhai Wang, Xiaolin Hu, Jian Yang

1903.06586

The DeepFake Detection Challenge (DFDC) Dataset

Brian Dolhansky, Joanna Bitton, Ben Pflaum, Jikuo Lu, Russ Howes, Menglin Wang, Cristian Canton Ferrer

2006.07397

Constrained Convolutional Neural Networks for Weakly Supervised Segmentation

Deepak Pathak, Philipp Krähenbühl, Trevor Darrell

1506.03648

DAGMapper: Learning to Map by Discovering Lane Topology

Namdar Homayounfar, Wei-Chiu Ma, Justin Liang, Xinyu Wu, Jack Fan, Raquel Urtasun

2012.12377

Explicit Shape Encoding for Real-Time Instance Segmentation

Wenqiang Xu, Haiyang Wang, Fubo Qi, Cewu Lu

1908.04067

Panoptic Feature Pyramid Networks

Alexander Kirillov, Ross Girshick, Kaiming He, Piotr Dollár

1901.02446

Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel

Wenqi Ren, Jinshan Pan, Xiaochun Cao, Ming-Hsuan Yang

1708.03423

SSAP: Single-Shot Instance Segmentation With Affinity Pyramid

Naiyu Gao, Yanhu Shan, Yupei Wang, Xin Zhao, Yinan Yu, Ming Yang, Kaiqi Huang

1909.01616

Improved Regularization of Convolutional Neural Networks with Cutout

Terrance DeVries, Graham W. Taylor

1708.04552

TALL: Temporal Activity Localization via Language Query

Jiyang Gao, Chen Sun, Zhenheng Yang, Ram Nevatia

1705.02101

DeeperLab: Single-Shot Image Parser

Tien-Ju Yang, Maxwell D. Collins, Yukun Zhu, Jyh-Jing Hwang, Ting Liu, Xiao Zhang, Vivienne Sze, George Papandreou, Liang-Chieh Chen

1902.05093

Localizing Moments in Video with Natural Language

Lisa Anne Hendricks, Oliver Wang, Eli Shechtman, Josef Sivic, Trevor Darrell, Bryan Russell

1708.01641

Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition

Max Jaderberg, Karen Simonyan, Andrea Vedaldi, Andrew Zisserman

1406.2227

Visual Question Generation as Dual Task of Visual Question Answering

Yikang Li, Nan Duan, Bolei Zhou, Xiao Chu, Wanli Ouyang, Xiaogang Wang

1709.07192

Hierarchical Representations for Efficient Architecture Search

Hanxiao Liu, Karen Simonyan, Oriol Vinyals, Chrisantha Fernando, Koray Kavukcuoglu

1711.00436

Photographic Image Synthesis with Cascaded Refinement Networks

Qifeng Chen, Vladlen Koltun

1707.09405

Zoom Out-and-In Network with Map Attention Decision for Region Proposal and Object Detection

Hongyang Li, Yu Liu, Wanli Ouyang, Xiaogang Wang

1709.04347

Deep Continuous Conditional Random Fields with Asymmetric Inter-object Constraints for Online Multi-object Tracking

Hui Zhou, Wanli Ouyang, Jian Cheng, Xiaogang Wang, Hongsheng Li

1806.01183

Perceptual Adversarial Networks for Image-to-Image Transformation

Chaoyue Wang, Chang Xu, Chaohui Wang, Dacheng Tao

1706.09138

TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals

Jiyang Gao, Zhenheng Yang, Chen Sun, Kan Chen, Ram Nevatia

1703.06189

Deep Variation-structured Reinforcement Learning for Visual Relationship and Attribute Detection

Xiaodan Liang, Lisa Lee, Eric P. Xing

1703.03054

SPICE: Semantic Propositional Image Caption Evaluation

Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould

1607.08822

i-RevNet: Deep Invertible Networks

Jörn-Henrik Jacobsen, Arnold Smeulders, Edouard Oyallon

1802.07088

Diversity Regularized Spatiotemporal Attention for Video-based Person Re-identification

Shuang Li, Slawomir Bak, Peter Carr, Xiaogang Wang

1803.09882

Visual Translation Embedding Network for Visual Relation Detection

Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang, Tat-Seng Chua

1702.08319

Semantic Object Parsing with Graph LSTM

Xiaodan Liang, Xiaohui Shen, Jiashi Feng, Liang Lin, Shuicheng Yan

1603.07063

Graph-Structured Representations for Visual Question Answering

Damien Teney, Lingqiao Liu, Anton van den Hengel

1609.05600

Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation

Yikang Li, Wanli Ouyang, Bolei Zhou, Jianping Shi, Chao Zhang, Xiaogang Wang

1806.11538

Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation

Remi Denton, Wojciech Zaremba, Joan Bruna, Yann LeCun, Rob Fergus

1404.0736

FiLM: Visual Reasoning with a General Conditioning Layer

Ethan Perez, Florian Strub, Harm de Vries, Vincent Dumoulin, Aaron Courville

1709.07871

Single Shot Temporal Action Detection

Tianwei Lin, Xu Zhao, Zheng Shou

1710.06236

Convolutional Neural Networks with Alternately Updated Clique

Yibo Yang, Zhisheng Zhong, Tiancheng Shen, Zhouchen Lin

1802.10419

Temporal Dynamic Graph LSTM for Action-driven Video Object Detection

Yuan Yuan, Xiaodan Liang, Xiaolong Wang, Dit-Yan Yeung, Abhinav Gupta

1708.00666

A Hierarchical Approach for Generating Descriptive Image Paragraphs

Jonathan Krause, Justin Johnson, Ranjay Krishna, Li Fei-Fei

1611.06607

Network In Network

Min Lin, Qiang Chen, Shuicheng Yan

1312.4400

Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge

Damien Teney, Peter Anderson, Xiaodong He, Anton van den Hengel

1708.02711

PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN

Hanwang Zhang, Zawlin Kyaw, Jinyang Yu, Shih-Fu Chang

1708.01956

OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks

Pierre Sermanet, David Eigen, Xiang Zhang, Michael Mathieu, Rob Fergus, Yann LeCun

1312.6229

AdaptIS: Adaptive Instance Selection Network

Konstantin Sofiiuk, Olga Barinova, Anton Konushin

1909.07829

Identity-Aware Textual-Visual Matching with Latent Co-attention

Shuang Li, Tong Xiao, Hongsheng Li, Wei Yang, Xiaogang Wang

1708.01988

UPSNet: A Unified Panoptic Segmentation Network

Yuwen Xiong, Renjie Liao, Hengshuang Zhao, Rui Hu, Min Bai, Ersin Yumer, Raquel Urtasun

1901.03784

Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question Answering

Zhou Yu, Jun Yu, Jianping Fan, Dacheng Tao

1708.01471

Seamless Scene Segmentation

Lorenzo Porzi, Samuel Rota Bulò, Aleksander Colovic, Peter Kontschieder

1905.01220

Mask R-CNN

Kaiming He, Georgia Gkioxari, Piotr Dollár, Ross Girshick

1703.06870

Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks

Sean Bell, C. Lawrence Zitnick, Kavita Bala, Ross Girshick

1512.04143

Interpreting Deep Visual Representations via Network Dissection

Bolei Zhou, David Bau, Aude Oliva, Antonio Torralba

1711.05611

Places: An Image Database for Deep Scene Understanding

Bolei Zhou, Aditya Khosla, Agata Lapedriza, Antonio Torralba, Aude Oliva

1610.02055

DropBlock: A regularization method for convolutional networks

Golnaz Ghiasi, Tsung-Yi Lin, Quoc V. Le

1810.12890

Attention-Based Multimodal Fusion for Video Description

Chiori Hori, Takaaki Hori, Teng-Yok Lee, Kazuhiro Sumi, John R. Hershey, Tim K. Marks

1701.03126

Weakly Supervised Deep Detection Networks

Hakan Bilen, Andrea Vedaldi

1511.02853

Deep Reinforcement Learning-based Image Captioning with Embedding Reward

Zhou Ren, Xiaoyu Wang, Ning Zhang, Xutao Lv, Li-Jia Li

1704.03899

An Empirical Study of Spatial Attention Mechanisms in Deep Networks

Xizhou Zhu, Dazhi Cheng, Zheng Zhang, Stephen Lin, Jifeng Dai

1904.05873

Learning by Abstraction: The Neural State Machine

Drew A. Hudson, Christopher D. Manning

1907.03950

NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection

Golnaz Ghiasi, Tsung-Yi Lin, Ruoming Pang, Quoc V. Le

1904.07392

Rich feature hierarchies for accurate object detection and semantic segmentation

Ross Girshick, Jeff Donahue, Trevor Darrell, Jitendra Malik

1311.2524

Sanity Checks for Saliency Maps

Julius Adebayo, Justin Gilmer, Michael Muelly, Ian Goodfellow, Moritz Hardt, Been Kim

1810.03292

Learning to Navigate in Complex Environments

Piotr Mirowski, Razvan Pascanu, Fabio Viola, Hubert Soyer, Andrew J. Ballard, Andrea Banino, Misha Denil, Ross Goroshin, Laurent Sifre, Koray Kavukcuoglu, Dharshan Kumaran, Raia Hadsell

1611.03673

CBAM: Convolutional Block Attention Module

Sanghyun Woo, Jongchan Park, Joon-Young Lee, In So Kweon

1807.06521

Zero-Shot Learning via Class-Conditioned Deep Generative Models

Wenlin Wang, Yunchen Pu, Vinay Kumar Verma, Kai Fan, Yizhe Zhang, Changyou Chen, Piyush Rai, Lawrence Carin

1711.05820

Flamingo: a Visual Language Model for Few-Shot Learning

Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, Arthur Mensch, Katie Millican, Malcolm Reynolds, Roman Ring, Eliza Rutherford, Serkan Cabi, Tengda Han, Zhitao Gong, Sina Samangooei, Marianne Monteiro, Jacob Menick, Sebastian Borgeaud, Andrew Brock, Aida Nematzadeh, Sahand Sharifzadeh, Mikolaj Binkowski, Ricardo Barreira, Oriol Vinyals, Andrew Zisserman, Karen Simonyan

2204.14198

$A^2$-Nets: Double Attention Networks

Yunpeng Chen, Yannis Kalantidis, Jianshu Li, Shuicheng Yan, Jiashi Feng

1810.11579

Learning Descriptor Networks for 3D Shape Synthesis and Analysis

Jianwen Xie, Zilong Zheng, Ruiqi Gao, Wenguan Wang, Song-Chun Zhu, Ying Nian Wu

1804.00586

UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild

Khurram Soomro, Amir Roshan Zamir, Mubarak Shah

1212.0402

Long Range Arena: A Benchmark for Efficient Transformers

Yi Tay, Mostafa Dehghani, Samira Abnar, Yikang Shen, Dara Bahri, Philip Pham, Jinfeng Rao, Liu Yang, Sebastian Ruder, Donald Metzler

2011.04006

A Constructive Prediction of the Generalization Error Across Scales

Jonathan S. Rosenfeld, Amir Rosenfeld, Yonatan Belinkov, Nir Shavit

1909.12673

SSD: Single Shot MultiBox Detector

Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, Alexander C. Berg

1512.02325

Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks

Wenhui Wang, Hangbo Bao, Li Dong, Johan Bjorck, Zhiliang Peng, Qiang Liu, Kriti Aggarwal, Owais Khan Mohammed, Saksham Singhal, Subhojit Som, Furu Wei

2208.10442

The Unusual Effectiveness of Averaging in GAN Training

Yasin Yazıcı, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Georgios Piliouras, Vijay Chandrasekhar

1806.04498

Return of the Devil in the Details: Delving Deep into Convolutional Nets

Ken Chatfield, Karen Simonyan, Andrea Vedaldi, Andrew Zisserman

1405.3531

Scaling Autoregressive Video Models

Dirk Weissenborn, Oscar Täckström, Jakob Uszkoreit

1906.02634

Toeplitz Neural Network for Sequence Modeling

Zhen Qin, Xiaodong Han, Weixuan Sun, Bowen He, Dong Li, Dongxu Li, Yuchao Dai, Lingpeng Kong, Yiran Zhong

2305.04749

Towards Conceptual Compression

Karol Gregor, Frederic Besse, Danilo Jimenez Rezende, Ivo Danihelka, Daan Wierstra

1604.08772

ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning

Michał Kempka, Marek Wydmuch, Grzegorz Runc, Jakub Toczek, Wojciech Jaśkowski

1605.02097

Visual Instruction Tuning

Haotian Liu, Chunyuan Li, Qingyang Wu, Yong Jae Lee

2304.08485

cGANs with Projection Discriminator

Takeru Miyato, Masanori Koyama

1802.05637

ImageBind: One Embedding Space To Bind Them All

Rohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra

2305.05665

Towards Accurate Generative Models of Video: A New Metric & Challenges

Thomas Unterthiner, Sjoerd van Steenkiste, Karol Kurach, Raphael Marinier, Marcin Michalski, Sylvain Gelly

1812.01717

LLM-FP4: 4-Bit Floating-Point Quantized Transformers

Shih-yang Liu, Zechun Liu, Xijie Huang, Pingcheng Dong, Kwang-Ting Cheng

2310.16836

InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Wenliang Dai, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale Fung, Steven Hoi

2305.06500

Spatiotemporal Contrastive Video Representation Learning

Rui Qian, Tianjian Meng, Boqing Gong, Ming-Hsuan Yang, Huisheng Wang, Serge Belongie, Yin Cui

2008.03800

Superquadrics Revisited: Learning 3D Shape Parsing beyond Cuboids

Despoina Paschalidou, Ali Osman Ulusoy, Andreas Geiger

1904.09970

BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Junnan Li, Dongxu Li, Silvio Savarese, Steven Hoi

2301.12597

Momentum Contrast for Unsupervised Visual Representation Learning

Kaiming He, Haoqi Fan, Yuxin Wu, Saining Xie, Ross Girshick

1911.05722

What Do Single-view 3D Reconstruction Networks Learn?

Maxim Tatarchenko, Stephan R. Richter, René Ranftl, Zhuwen Li, Vladlen Koltun, Thomas Brox

1905.03678

Pre-Trained Image Processing Transformer

Hanting Chen, Yunhe Wang, Tianyu Guo, Chang Xu, Yiping Deng, Zhenhua Liu, Siwei Ma, Chunjing Xu, Chao Xu, Wen Gao

2012.00364

Training data-efficient image transformers & distillation through attention

Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Hervé Jégou

2012.12877

Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color

Mostafa Abdou, Artur Kulmizev, Daniel Hershcovich, Stella Frank, Ellie Pavlick, Anders Søgaard

2109.06129

Patch Slimming for Efficient Vision Transformers

Yehui Tang, Kai Han, Yunhe Wang, Chang Xu, Jianyuan Guo, Chao Xu, Dacheng Tao

2106.02852

Liquid Structural State-Space Models

Ramin Hasani, Mathias Lechner, Tsun-Hsuan Wang, Makram Chahine, Alexander Amini, Daniela Rus

2209.12951

FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces

Run Wang, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yihao Huang, Jian Wang, Yang Liu

1909.06122

Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks

Tilman Räuker, Anson Ho, Stephen Casper, Dylan Hadfield-Menell

2207.13243

Measuring Progress in Fine-grained Vision-and-Language Understanding

Emanuele Bugliarello, Laurent Sartran, Aishwarya Agrawal, Lisa Anne Hendricks, Aida Nematzadeh

2305.07558

Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration

Chenyang Lyu, Minghao Wu, Longyue Wang, Xinting Huang, Bingshuai Liu, Zefeng Du, Shuming Shi, Zhaopeng Tu

2306.09093

Interpreting the Latent Space of GANs for Semantic Face Editing

Yujun Shen, Jinjin Gu, Xiaoou Tang, Bolei Zhou

1907.10786

Multi-Task Multi-Sensor Fusion for 3D Object Detection

Ming Liang, Bin Yang, Yun Chen, Rui Hu, Raquel Urtasun

2012.12397

Symbolic Discovery of Optimization Algorithms

Xiangning Chen, Chen Liang, Da Huang, Esteban Real, Kaiyuan Wang, Yao Liu, Hieu Pham, Xuanyi Dong, Thang Luong, Cho-Jui Hsieh, Yifeng Lu, Quoc V. Le

2302.06675

Transformer in Transformer

Kai Han, An Xiao, Enhua Wu, Jianyuan Guo, Chunjing Xu, Yunhe Wang

2103.00112

The Deepfake Detection Challenge (DFDC) Preview Dataset

Brian Dolhansky, Russ Howes, Ben Pflaum, Nicole Baram, Cristian Canton Ferrer

1910.08854

Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics

Yuezun Li, Xin Yang, Pu Sun, Honggang Qi, Siwei Lyu

1909.12962

TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering

Yunseok Jang, Yale Song, Youngjae Yu, Youngjin Kim, Gunhee Kim

1704.04497

Quality Aware Network for Set to Set Recognition

Yu Liu, Junjie Yan, Wanli Ouyang

1704.03373

Untrimmed Video Classification for Activity Detection: submission to ActivityNet Challenge

Gurkirt Singh, Fabio Cuzzolin

1607.01979

Person Search with Natural Language Description

Shuang Li, Tong Xiao, Hongsheng Li, Bolei Zhou, Dayu Yue, Xiaogang Wang

1702.05729

Learning Lightweight Lane Detection CNNs by Self Attention Distillation

Yuenan Hou, Zheng Ma, Chunxiao Liu, Chen Change Loy

1908.00821

A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection

Xiaolong Wang, Abhinav Shrivastava, Abhinav Gupta

1704.03414

Frame-Recurrent Video Super-Resolution

Mehdi S. M. Sajjadi, Raviteja Vemulapalli, Matthew Brown

1801.04590

Generative Visual Manipulation on the Natural Image Manifold

Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman, Alexei A. Efros

1609.03552

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Christian Ledig, Lucas Theis, Ferenc Huszar, Jose Caballero, Andrew Cunningham, Alejandro Acosta, Andrew Aitken, Alykhan Tejani, Johannes Totz, Zehan Wang, Wenzhe Shi

1609.04802

Unsupervised Image-to-Image Translation Networks

Ming-Yu Liu, Thomas Breuel, Jan Kautz

1703.00848

MarioQA: Answering Questions by Watching Gameplay Videos

Jonghwan Mun, Paul Hongsuck Seo, Ilchae Jung, Bohyung Han

1612.01669

Path Aggregation Network for Instance Segmentation

Shu Liu, Lu Qi, Haifang Qin, Jianping Shi, Jiaya Jia

1803.01534

HydraPlus-Net: Attentive Deep Features for Pedestrian Analysis

Xihui Liu, Haiyu Zhao, Maoqing Tian, Lu Sheng, Jing Shao, Shuai Yi, Junjie Yan, Xiaogang Wang

1709.09930

Visual Relationship Detection with Internal and External Linguistic Knowledge Distillation

Ruichi Yu, Ang Li, Vlad I. Morariu, Larry S. Davis

1707.09423

Weakly- and Semi-Supervised Panoptic Segmentation

Qizhu Li, Anurag Arnab, Philip H. S. Torr

1808.03575

Deformable Convolutional Networks

Jifeng Dai, Haozhi Qi, Yuwen Xiong, Yi Li, Guodong Zhang, Han Hu, Yichen Wei

1703.06211

CornerNet: Detecting Objects as Paired Keypoints

Hei Law, Jia Deng

1808.01244

Leveraging Crowdsourced GPS Data for Road Extraction from Aerial Imagery

Tao Sun, Zonglin Di, Pengyu Che, Chun Liu, Yin Wang

1905.01447

Weakly-supervised learning of visual relations

Julia Peyre, Ivan Laptev, Cordelia Schmid, Josef Sivic

1707.09472

Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Liang-Chieh Chen, Yukun Zhu, George Papandreou, Florian Schroff, Hartwig Adam

1802.02611

Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Han Xiao, Kashif Rasul, Roland Vollgraf

1708.07747

Learning to Discover Cross-Domain Relations with Generative Adversarial Networks

Taeksoo Kim, Moonsu Cha, Hyunsoo Kim, Jung Kwon Lee, Jiwon Kim

1703.05192

Recurrent Scale Approximation for Object Detection in CNN

Yu Liu, Hongyang Li, Junjie Yan, Fangyin Wei, Xiaogang Wang, Xiaoou Tang

1707.09531

End-to-end Interpretable Neural Motion Planner

Wenyuan Zeng, Wenjie Luo, Simon Suo, Abbas Sadat, Bin Yang, Sergio Casas, Raquel Urtasun

2101.06679

Temporal Convolutional Networks: A Unified Approach to Action Segmentation

Colin Lea, Rene Vidal, Austin Reiter, Gregory D. Hager

1608.08242

Unified Perceptual Parsing for Scene Understanding

Tete Xiao, Yingcheng Liu, Bolei Zhou, Yuning Jiang, Jian Sun

1807.10221

Panoptic Segmentation

Alexander Kirillov, Kaiming He, Ross Girshick, Carsten Rother, Piotr Dollár

1801.00868

Genetic CNN

Lingxi Xie, Alan Yuille

1703.01513

Learning Deep Context-aware Features over Body and Latent Parts for Person Re-identification

Dangwei Li, Xiaotang Chen, Zhang Zhang, Kaiqi Huang

1710.06555

PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model

George Papandreou, Tyler Zhu, Liang-Chieh Chen, Spyros Gidaris, Jonathan Tompson, Kevin Murphy

1803.08225

Shake-Shake regularization

Xavier Gastaldi

1705.07485

Wide Residual Networks

Sergey Zagoruyko, Nikos Komodakis

1605.07146

Image-to-Image Translation with Conditional Adversarial Networks

Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros

1611.07004

Hierarchical Question-Image Co-Attention for Visual Question Answering

Jiasen Lu, Jianwei Yang, Dhruv Batra, Devi Parikh

1606.00061

Fast Interactive Object Annotation with Curve-GCN

Huan Ling, Jun Gao, Amlan Kar, Wenzheng Chen, Sanja Fidler

1903.06874

Large-Scale Evolution of Image Classifiers

Esteban Real, Sherry Moore, Andrew Selle, Saurabh Saxena, Yutaka Leon Suematsu, Jie Tan, Quoc Le, Alex Kurakin

1703.01041

DSSD : Deconvolutional Single Shot Detector

Cheng-Yang Fu, Wei Liu, Ananth Ranga, Ambrish Tyagi, Alexander C. Berg

1701.06659

Context Encoders: Feature Learning by Inpainting

Deepak Pathak, Philipp Krahenbuhl, Jeff Donahue, Trevor Darrell, Alexei A. Efros

1604.07379

An Analysis of Deep Neural Network Models for Practical Applications

Alfredo Canziani, Adam Paszke, Eugenio Culurciello

1605.07678

YOLO9000: Better, Faster, Stronger

Joseph Redmon, Ali Farhadi

1612.08242

MegDet: A Large Mini-Batch Object Detector

Chao Peng, Tete Xiao, Zeming Li, Yuning Jiang, Xiangyu Zhang, Kai Jia, Gang Yu, Jian Sun

1711.07240

Learning Deep Features via Congenerous Cosine Loss for Person Recognition

Yu Liu, Hongyang Li, Xiaogang Wang

1702.06890

PointSIFT: A SIFT-like Network Module for 3D Point Cloud Semantic Segmentation

Mingyang Jiang, Yiran Wu, Tianqi Zhao, Zelin Zhao, Cewu Lu

1807.00652

BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

Junnan Li, Dongxu Li, Caiming Xiong, Steven Hoi

2201.12086

PIXOR: Real-time 3D Object Detection from Point Clouds

Bin Yang, Wenjie Luo, Raquel Urtasun

1902.06326

Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks

Ian J. Goodfellow, Yaroslav Bulatov, Julian Ibarz, Sacha Arnoud, Vinay Shet

1312.6082

Dual Attention Networks for Multimodal Reasoning and Matching

Hyeonseob Nam, Jung-Woo Ha, Jeonghee Kim

1611.00471

CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Li Fei-Fei, C. Lawrence Zitnick, Ross Girshick

1612.06890

HDNET: Exploiting HD Maps for 3D Object Detection

Bin Yang, Ming Liang, Raquel Urtasun

2012.11704

Deep Continuous Fusion for Multi-Sensor 3D Object Detection

Ming Liang, Bin Yang, Shenlong Wang, Raquel Urtasun

2012.10992

Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields

Zhe Cao, Tomas Simon, Shih-En Wei, Yaser Sheikh

1611.08050

Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights

Aojun Zhou, Anbang Yao, Yiwen Guo, Lin Xu, Yurong Chen

1702.03044

Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding

Kenton Lee, Mandar Joshi, Iulia Turc, Hexiang Hu, Fangyu Liu, Julian Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova

2210.03347

Exploring Simple Siamese Representation Learning

Xinlei Chen, Kaiming He

2011.10566

Tangent Convolutions for Dense Prediction in 3D

Maxim Tatarchenko, Jaesik Park, Vladlen Koltun, Qian-Yi Zhou

1807.02443

OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

Peng Wang, An Yang, Rui Men, Junyang Lin, Shuai Bai, Zhikang Li, Jianxin Ma, Chang Zhou, Jingren Zhou, Hongxia Yang

2202.03052

Dual Attention Network for Scene Segmentation

Jun Fu, Jing Liu, Haijie Tian, Yong Li, Yongjun Bao, Zhiwei Fang, Hanqing Lu

1809.02983

Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction

Richard Zhang, Phillip Isola, Alexei A. Efros

1611.09842

Why do deep convolutional networks generalize so poorly to small image transformations?

Aharon Azulay, Yair Weiss

1805.12177

Token Merging: Your ViT But Faster

Daniel Bolya, Cheng-Yang Fu, Xiaoliang Dai, Peizhao Zhang, Christoph Feichtenhofer, Judy Hoffman

2210.09461

Fully Convolutional Multi-Class Multiple Instance Learning

Deepak Pathak, Evan Shelhamer, Jonathan Long, Trevor Darrell

1412.7144

Aggregated Residual Transformations for Deep Neural Networks

Saining Xie, Ross Girshick, Piotr Dollár, Zhuowen Tu, Kaiming He

1611.05431

Learning Sight from Sound: Ambient Sound Provides Supervision for Visual Learning

Andrew Owens, Jiajun Wu, Josh H. McDermott, William T. Freeman, Antonio Torralba

1712.07271

Network Dissection: Quantifying Interpretability of Deep Visual Representations

David Bau, Bolei Zhou, Aditya Khosla, Aude Oliva, Antonio Torralba

1704.05796

Extremely Large Minibatch SGD: Training ResNet-50 on ImageNet in 15 Minutes

Takuya Akiba, Shuji Suzuki, Keisuke Fukuda

1711.04325

Transitive Invariance for Self-supervised Visual Representation Learning

Xiaolong Wang, Kaiming He, Abhinav Gupta

1708.02901

Beyond Skip Connections: Top-Down Modulation for Object Detection

Abhinav Shrivastava, Rahul Sukthankar, Jitendra Malik, Abhinav Gupta

1612.06851

Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset

Joao Carreira, Andrew Zisserman

1705.07750

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, Piotr Dollár

1708.02002

Exploring the Limits of Weakly Supervised Pretraining

Dhruv Mahajan, Ross Girshick, Vignesh Ramanathan, Kaiming He, Manohar Paluri, Yixuan Li, Ashwin Bharambe, Laurens van der Maaten

1805.00932

CCNet: Criss-Cross Attention for Semantic Segmentation

Zilong Huang, Xinggang Wang, Yunchao Wei, Lichao Huang, Humphrey Shi, Wenyu Liu, Thomas S. Huang

1811.11721

BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers

Zhiliang Peng, Li Dong, Hangbo Bao, Qixiang Ye, Furu Wei

2208.06366

Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning

Yuke Zhu, Roozbeh Mottaghi, Eric Kolve, Joseph J. Lim, Abhinav Gupta, Li Fei-Fei, Ali Farhadi

1609.05143

Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation

Yixuan Wei, Han Hu, Zhenda Xie, Zheng Zhang, Yue Cao, Jianmin Bao, Dong Chen, Baining Guo

2205.14141

MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Deyao Zhu, Jun Chen, Xiaoqian Shen, Xiang Li, Mohamed Elhoseiny

2304.10592

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

Alec Radford, Luke Metz, Soumith Chintala

1511.06434

CoCa: Contrastive Captioners are Image-Text Foundation Models

Jiahui Yu, Zirui Wang, Vijay Vasudevan, Legg Yeung, Mojtaba Seyedhosseini, Yonghui Wu

2205.01917

PaLI: A Jointly-Scaled Multilingual Language-Image Model

Xi Chen, Xiao Wang, Soravit Changpinyo, AJ Piergiovanni, Piotr Padlewski, Daniel Salz, Sebastian Goodman, Adam Grycner, Basil Mustafa, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Nan Ding, Keran Rong, Hassan Akbari, Gaurav Mishra, Linting Xue, Ashish Thapliyal, James Bradbury, Weicheng Kuo, Mojtaba Seyedhosseini, Chao Jia, Burcu Karagol Ayan, Carlos Riquelme, Andreas Steiner, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut

2209.06794

Transformation-Grounded Image Generation Network for Novel 3D View Synthesis

Eunbyung Park, Jimei Yang, Ersin Yumer, Duygu Ceylan, Alexander C. Berg

1703.02921

From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis

Yang Long, Li Liu, Ling Shao, Fumin Shen, Guiguang Ding, Jungong Han

1705.01782

Data Distillation: Towards Omni-Supervised Learning

Ilija Radosavovic, Piotr Dollár, Ross Girshick, Georgia Gkioxari, Kaiming He

1712.04440

Object Detection from Video Tubelets with Convolutional Neural Networks

Kai Kang, Wanli Ouyang, Hongsheng Li, Xiaogang Wang

1604.04053

Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++

David Acuna, Huan Ling, Amlan Kar, Sanja Fidler

1803.09693

R-FCN: Object Detection via Region-based Fully Convolutional Networks

Jifeng Dai, Yi Li, Kaiming He, Jian Sun

1605.06409

End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features

Chiori Hori, Huda Alamri, Jue Wang, Gordon Wichern, Takaaki Hori, Anoop Cherian, Tim K. Marks, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Irfan Essa, Dhruv Batra, Devi Parikh

1806.08409

Faceless Person Recognition; Privacy Implications in Social Media

Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele

1607.08438

IntentNet: Learning to Predict Intention from Raw Sensor Data

Sergio Casas, Wenjie Luo, Raquel Urtasun

2101.07907

MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition

Yandong Guo, Lei Zhang, Yuxiao Hu, Xiaodong He, Jianfeng Gao

1607.08221

Towards End-to-End Lane Detection: an Instance Segmentation Approach

Davy Neven, Bert De Brabandere, Stamatios Georgoulis, Marc Proesmans, Luc Van Gool

1802.05591

Supervised Transformer Network for Efficient Face Detection

Dong Chen, Gang Hua, Fang Wen, Jian Sun

1607.05477

Semantic Image Inpainting with Deep Generative Models

Raymond A. Yeh, Chen Chen, Teck Yian Lim, Alexander G. Schwing, Mark Hasegawa-Johnson, Minh N. Do

1607.07539

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Robust Semantic Pixel-Wise Labelling

Vijay Badrinarayanan, Ankur Handa, Roberto Cipolla

1505.07293

Dual Path Networks

Yunpeng Chen, Jianan Li, Huaxin Xiao, Xiaojie Jin, Shuicheng Yan, Jiashi Feng

1707.01629

A Siamese Long Short-Term Memory Architecture for Human Re-Identification

Rahul Rama Varior, Bing Shuai, Jiwen Lu, Dong Xu, Gang Wang

1607.08381

T-CNN: Tubelets with Convolutional Neural Networks for Object Detection from Videos

Kai Kang, Hongsheng Li, Junjie Yan, Xingyu Zeng, Bin Yang, Tong Xiao, Cong Zhang, Zhe Wang, Ruohui Wang, Xiaogang Wang, Wanli Ouyang

1604.02532

Person Re-Identification by Discriminative Selection in Video Ranking

Taiqing Wang, Shaogang Gong, Xiatian Zhu, Shengjin Wang

1601.06260

Gated Siamese Convolutional Neural Network Architecture for Human Re-Identification

Rahul Rama Varior, Mrinal Haloi, Gang Wang

1607.08378

The ImageNet Shuffle: Reorganized Pre-training for Video Event Detection

Pascal Mettes, Dennis C. Koelma, Cees G. M. Snoek

1602.07119

The Kinetics Human Action Video Dataset

Will Kay, Joao Carreira, Karen Simonyan, Brian Zhang, Chloe Hillier, Sudheendra Vijayanarasimhan, Fabio Viola, Tim Green, Trevor Back, Paul Natsev, Mustafa Suleyman, Andrew Zisserman

1705.06950

Crafting GBD-Net for Object Detection

Xingyu Zeng, Wanli Ouyang, Junjie Yan, Hongsheng Li, Tong Xiao, Kun Wang, Yu Liu, Yucong Zhou, Bin Yang, Zhe Wang, Hui Zhou, Xiaogang Wang

1610.02579

Extreme clicking for efficient object annotation

Dim P. Papadopoulos, Jasper R. R. Uijlings, Frank Keller, Vittorio Ferrari

1708.02750

Top-push Video-based Person Re-identification

Jinjie You, Ancong Wu, Xiang Li, Wei-Shi Zheng

1604.08683

Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks

Yuenan Hou, Zheng Ma, Chunxiao Liu, Chen Change Loy

1811.02759

Scale-Aware Face Detection

Zekun Hao, Yu Liu, Hongwei Qin, Junjie Yan, Xiu Li, Xiaolin Hu

1706.09876

Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks

Ali Shafahi, W. Ronny Huang, Mahyar Najibi, Octavian Suciu, Christoph Studer, Tudor Dumitras, Tom Goldstein

1804.00792

Full Resolution Image Compression with Recurrent Neural Networks

George Toderici, Damien Vincent, Nick Johnston, Sung Jin Hwang, David Minnen, Joel Shor, Michele Covell

1608.05148

MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features

Liang-Chieh Chen, Alexander Hermans, George Papandreou, Florian Schroff, Peng Wang, Hartwig Adam

1712.04837

Perceptual Losses for Real-Time Style Transfer and Super-Resolution

Justin Johnson, Alexandre Alahi, Li Fei-Fei

1603.08155

Neural Aggregation Network for Video Face Recognition

Jiaolong Yang, Peiran Ren, Dongqing Zhang, Dong Chen, Fang Wen, Hongdong Li, Gang Hua

1603.05474

Semantic Instance Segmentation with a Discriminative Loss Function

Bert De Brabandere, Davy Neven, Luc Van Gool

1708.02551

Face Detection using Deep Learning: An Improved Faster RCNN Approach

Xudong Sun, Pengcheng Wu, Steven C. H. Hoi

1701.08289

Devil is in the Edges: Learning Semantic Boundaries from Noisy Annotations

David Acuna, Amlan Kar, Sanja Fidler

1904.07934

Beyond triplet loss: a deep quadruplet network for person re-identification

Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang

1704.01719

Online Video Deblurring via Dynamic Temporal Blending Network

Tae Hyun Kim, Kyoung Mu Lee, Bernhard Schölkopf, Michael Hirsch

1704.03285

Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering

Yash Goyal, Tejas Khot, Douglas Summers-Stay, Dhruv Batra, Devi Parikh

1612.00837

RoadTracer: Automatic Extraction of Road Networks from Aerial Images

Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, David DeWitt

1802.03680

Understanding the Effective Receptive Field in Deep Convolutional Neural Networks

Wenjie Luo, Yujia Li, Raquel Urtasun, Richard Zemel

1701.04128

Detail-revealing Deep Video Super-resolution

Xin Tao, Hongyun Gao, Renjie Liao, Jue Wang, Jiaya Jia

1704.02738

Learning to Segment Every Thing

Ronghang Hu, Piotr Dollár, Kaiming He, Trevor Darrell, Ross Girshick

1711.10370

An End-to-End Network for Panoptic Segmentation

Huanyu Liu, Chao Peng, Changqian Yu, Jingbo Wang, Xu Liu, Gang Yu, Wei Jiang

1903.05027

Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network

Wenzhe Shi, Jose Caballero, Ferenc Huszár, Johannes Totz, Andrew P. Aitken, Rob Bishop, Daniel Rueckert, Zehan Wang

1609.05158

Multi-scale Convolutional Neural Networks for Crowd Counting

Lingke Zeng, Xiangmin Xu, Bolun Cai, Suo Qiu, Tong Zhang

1702.02359

Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks

Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros

1703.10593

Deep Attributes Driven Multi-Camera Person Re-identification

Chi Su, Shiliang Zhang, Junliang Xing, Wen Gao, Qi Tian

1605.03259

Learning deep structured active contours end-to-end

Diego Marcos, Devis Tuia, Benjamin Kellenberger, Lisa Zhang, Min Bai, Renjie Liao, Raquel Urtasun

1803.06329

Harmonic Networks: Deep Translation and Rotation Equivariance

Daniel E. Worrall, Stephan J. Garbin, Daniyar Turmukhambetov, Gabriel J. Brostow

1612.04642

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, Kevin Murphy, Alan L. Yuille

1606.00915

Visual Dialog

Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, José M. F. Moura, Devi Parikh, Dhruv Batra

1611.08669

FractalNet: Ultra-Deep Neural Networks without Residuals

Gustav Larsson, Michael Maire, Gregory Shakhnarovich

1605.07648

Beyond the Pixel-Wise Loss for Topology-Aware Delineation

Agata Mosinska, Pablo Marquez-Neila, Mateusz Kozinski, Pascal Fua

1712.02190

Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters

Hao Zhang, Zeyu Zheng, Shizhen Xu, Wei Dai, Qirong Ho, Xiaodan Liang, Zhiting Hu, Jinliang Wei, Pengtao Xie, Eric P. Xing

1706.03292

Light-Head R-CNN: In Defense of Two-Stage Object Detector

Zeming Li, Chao Peng, Gang Yu, Xiangyu Zhang, Yangdong Deng, Jian Sun

1711.07264

Sequential Person Recognition in Photo Albums with a Recurrent Network

Yao Li, Guosheng Lin, Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Anton van den Hengel

1611.09967

Learning Deep Representations of Fine-grained Visual Descriptions

Scott Reed, Zeynep Akata, Bernt Schiele, Honglak Lee

1605.05395

An Analysis of Scale Invariance in Object Detection - SNIP

Bharat Singh, Larry S. Davis

1711.08189

Segmental Spatiotemporal CNNs for Fine-grained Action Segmentation

Colin Lea, Austin Reiter, Rene Vidal, Gregory D. Hager

1602.02995

Single-Shot Refinement Neural Network for Object Detection

Shifeng Zhang, Longyin Wen, Xiao Bian, Zhen Lei, Stan Z. Li

1711.06897

Dual Deep Network for Visual Tracking

Zhizhen Chi, Hongyang Li, Huchuan Lu, Ming-Hsuan Yang

1612.06053

Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer

Sergey Zagoruyko, Nikos Komodakis

1612.03928

TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents

Yuexin Ma, Xinge Zhu, Sibo Zhang, Ruigang Yang, Wenping Wang, Dinesh Manocha

1811.02146

Deep Extreme Cut: From Extreme Points to Object Segmentation

Kevis-Kokitsi Maninis, Sergi Caelles, Jordi Pont-Tuset, Luc Van Gool

1711.09081

Road Extraction by Deep Residual U-Net

Zhengxin Zhang, Qingjie Liu, Yunhong Wang

1711.10684

DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images

Ilke Demir, Krzysztof Koperski, David Lindenbaum, Guan Pang, Jing Huang, Saikat Basu, Forest Hughes, Devis Tuia, Ramesh Raskar

1805.06561

Dilated Residual Networks

Fisher Yu, Vladlen Koltun, Thomas Funkhouser

1705.09914

EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection

Mohsen Ghafoorian, Cedric Nugteren, Nóra Baka, Olaf Booij, Michael Hofmann

1806.05525

Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution

Wei-Sheng Lai, Jia-Bin Huang, Narendra Ahuja, Ming-Hsuan Yang

1704.03915

Face Detection with the Faster R-CNN

Huaizu Jiang, Erik Learned-Miller

1606.03473

Deep Convolutional Networks on Graph-Structured Data

Mikael Henaff, Joan Bruna, Yann LeCun

1506.05163

Acquisition of Localization Confidence for Accurate Object Detection

Borui Jiang, Ruixuan Luo, Jiayuan Mao, Tete Xiao, Yuning Jiang

1807.11590

Cascaded Pyramid Network for Multi-Person Pose Estimation

Yilun Chen, Zhicheng Wang, Yuxiang Peng, Zhiqiang Zhang, Gang Yu, Jian Sun

1711.07319

Embedding Deep Metric for Person Re-identication A Study Against Large Variations

Hailin Shi, Yang Yang, Xiangyu Zhu, Shengcai Liao, Zhen Lei, Weishi Zheng, Stan Z. Li

1611.00137

Person Re-identification: Past, Present and Future

Liang Zheng, Yi Yang, Alexander G. Hauptmann

1610.02984

Improved Techniques for Training GANs

Tim Salimans, Ian Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, Xi Chen

1606.03498

CyCADA: Cycle-Consistent Adversarial Domain Adaptation

Judy Hoffman, Eric Tzeng, Taesung Park, Jun-Yan Zhu, Phillip Isola, Kate Saenko, Alexei A. Efros, Trevor Darrell

1711.03213

Pseudo Numerical Methods for Diffusion Models on Manifolds

Luping Liu, Yi Ren, Zhijie Lin, Zhou Zhao

2202.09778

Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

Mathilde Caron, Ishan Misra, Julien Mairal, Priya Goyal, Piotr Bojanowski, Armand Joulin

2006.09882

Fully Connected Deep Structured Networks

Alexander G. Schwing, Raquel Urtasun

1503.02351

Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time

Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, Rebecca Roelofs, Raphael Gontijo-Lopes, Ari S. Morcos, Hongseok Namkoong, Ali Farhadi, Yair Carmon, Simon Kornblith, Ludwig Schmidt

2203.05482

An Empirical Study of Training Self-Supervised Vision Transformers

Xinlei Chen, Saining Xie, Kaiming He

2104.02057

You Only Look Once: Unified, Real-Time Object Detection

Joseph Redmon, Santosh Divvala, Ross Girshick, Ali Farhadi

1506.02640

Florence: A New Foundation Model for Computer Vision

Lu Yuan, Dongdong Chen, Yi-Ling Chen, Noel Codella, Xiyang Dai, Jianfeng Gao, Houdong Hu, Xuedong Huang, Boxin Li, Chunyuan Li, Ce Liu, Mengchen Liu, Zicheng Liu, Yumao Lu, Yu Shi, Lijuan Wang, Jianfeng Wang, Bin Xiao, Zhen Xiao, Jianwei Yang, Michael Zeng, Luowei Zhou, Pengchuan Zhang

2111.11432

Generative Face Completion

Yijun Li, Sifei Liu, Jimei Yang, Ming-Hsuan Yang

1704.05838

Masked Autoencoders As Spatiotemporal Learners

Christoph Feichtenhofer, Haoqi Fan, Yanghao Li, Kaiming He

2205.09113

BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation

Changqian Yu, Jingbo Wang, Chao Peng, Changxin Gao, Gang Yu, Nong Sang

1808.00897

Human Pose Estimation with Iterative Error Feedback

Joao Carreira, Pulkit Agrawal, Katerina Fragkiadaki, Jitendra Malik

1507.06550

Frustum PointNets for 3D Object Detection from RGB-D Data

Charles R. Qi, Wei Liu, Chenxia Wu, Hao Su, Leonidas J. Guibas

1711.08488

VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts

Hangbo Bao, Wenhui Wang, Li Dong, Qiang Liu, Owais Khan Mohammed, Kriti Aggarwal, Subhojit Som, Furu Wei

2111.02358

GroupViT: Semantic Segmentation Emerges from Text Supervision

Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas Breuel, Jan Kautz, Xiaolong Wang

2202.11094

Bootstrap your own latent: A new approach to self-supervised Learning

Jean-Bastien Grill, Florian Strub, Florent Altché, Corentin Tallec, Pierre H. Richemond, Elena Buchatskaya, Carl Doersch, Bernardo Avila Pires, Zhaohan Daniel Guo, Mohammad Gheshlaghi Azar, Bilal Piot, Koray Kavukcuoglu, Rémi Munos, Michal Valko

2006.07733

OCNet: Object Context Network for Scene Parsing

Yuhui Yuan, Lang Huang, Jianyuan Guo, Chao Zhang, Xilin Chen, Jingdong Wang

1809.00916

VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection

Yin Zhou, Oncel Tuzel

1711.06396

A Neural Algorithm of Artistic Style

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge

1508.06576

Benchmarking Neural Network Robustness to Common Corruptions and Perturbations

Dan Hendrycks, Thomas Dietterich

1903.12261

Masked Autoencoders Are Scalable Vision Learners

Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Dollár, Ross Girshick

2111.06377

Quantifying Translation-Invariance in Convolutional Neural Networks

Eric Kauderer-Abrams

1801.01450

NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion

Chenfei Wu, Jian Liang, Lei Ji, Fan Yang, Yuejian Fang, Daxin Jiang, Nan Duan

2111.12417

Learning from Simulated and Unsupervised Images through Adversarial Training

Ashish Shrivastava, Tomas Pfister, Oncel Tuzel, Josh Susskind, Wenda Wang, Russ Webb

1612.07828

GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Alex Nichol, Prafulla Dhariwal, Aditya Ramesh, Pranav Shyam, Pamela Mishkin, Bob McGrew, Ilya Sutskever, Mark Chen

2112.10741

FLAVA: A Foundational Language And Vision Alignment Model

Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela

2112.04482

Joint 3D Proposal Generation and Object Detection from View Aggregation

Jason Ku, Melissa Mozifian, Jungwook Lee, Ali Harakeh, Steven Waslander

1712.02294

Context Autoencoder for Self-Supervised Representation Learning

Xiaokang Chen, Mingyu Ding, Xiaodi Wang, Ying Xin, Shentong Mo, Yunhao Wang, Shumin Han, Ping Luo, Gang Zeng, Jingdong Wang

2202.03026

Long-term Temporal Convolutions for Action Recognition

Gül Varol, Ivan Laptev, Cordelia Schmid

1604.04494

Weakly-supervised Discovery of Visual Pattern Configurations

Hyun Oh Song, Yong Jae Lee, Stefanie Jegelka, Trevor Darrell

1406.6507

Convolutional Two-Stream Network Fusion for Video Action Recognition

Christoph Feichtenhofer, Axel Pinz, Andrew Zisserman

1604.06573

Spatiotemporal Residual Networks for Video Action Recognition

Christoph Feichtenhofer, Axel Pinz, Richard P. Wildes

1611.02155

VideoLSTM Convolves, Attends and Flows for Action Recognition

Zhenyang Li, Efstratios Gavves, Mihir Jain, Cees G. M. Snoek

1607.01794

Masked Feature Prediction for Self-Supervised Visual Pre-Training

Chen Wei, Haoqi Fan, Saining Xie, Chao-Yuan Wu, Alan Yuille, Christoph Feichtenhofer

2112.09133

What makes ImageNet good for transfer learning?

Minyoung Huh, Pulkit Agrawal, Alexei A. Efros

1608.08614

Temporal Segment Networks: Towards Good Practices for Deep Action Recognition

Limin Wang, Yuanjun Xiong, Zhe Wang, Yu Qiao, Dahua Lin, Xiaoou Tang, Luc Van Gool

1608.00859

Learning to Compare: Relation Network for Few-Shot Learning

Flood Sung, Yongxin Yang, Li Zhang, Tao Xiang, Philip H. S. Torr, Timothy M. Hospedales

1711.06025

A Downsampled Variant of ImageNet as an Alternative to the CIFAR datasets

Patryk Chrabaszcz, Ilya Loshchilov, Frank Hutter

1707.08819

Are Large-scale Datasets Necessary for Self-Supervised Pre-training?

Alaaeldin El-Nouby, Gautier Izacard, Hugo Touvron, Ivan Laptev, Hervé Jegou, Edouard Grave

2112.10740

Visualizing the Loss Landscape of Neural Nets

Hao Li, Zheng Xu, Gavin Taylor, Christoph Studer, Tom Goldstein

1712.09913

PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers

Xiaoyi Dong, Jianmin Bao, Ting Zhang, Dongdong Chen, Weiming Zhang, Lu Yuan, Dong Chen, Fang Wen, Nenghai Yu, Baining Guo

2111.12710

PreSTU: Pre-Training for Scene-Text Understanding

Jihyung Kil, Soravit Changpinyo, Xi Chen, Hexiang Hu, Sebastian Goodman, Wei-Lun Chao, Radu Soricut

2209.05534

GIT: A Generative Image-to-text Transformer for Vision and Language

Jianfeng Wang, Zhengyuan Yang, Xiaowei Hu, Linjie Li, Kevin Lin, Zhe Gan, Zicheng Liu, Ce Liu, Lijuan Wang

2205.14100

A Unified Sequence Interface for Vision Tasks

Ting Chen, Saurabh Saxena, Lala Li, Tsung-Yi Lin, David J. Fleet, Geoffrey Hinton

2206.07669

Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset

Ashish V. Thapliyal, Jordi Pont-Tuset, Xi Chen, Radu Soricut

2205.12522

Exploiting Cyclic Symmetry in Convolutional Neural Networks

Sander Dieleman, Jeffrey De Fauw, Koray Kavukcuoglu

1602.02660

Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks

Jiasen Lu, Christopher Clark, Rowan Zellers, Roozbeh Mottaghi, Aniruddha Kembhavi

2206.08916

Texture Networks: Feed-forward Synthesis of Textures and Stylized Images

Dmitry Ulyanov, Vadim Lebedev, Andrea Vedaldi, Victor Lempitsky

1603.03417

Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation

Medhini Narasimhan, Erik Wijmans, Xinlei Chen, Trevor Darrell, Dhruv Batra, Devi Parikh, Amanpreet Singh

2007.09841

SphereFace: Deep Hypersphere Embedding for Face Recognition

Weiyang Liu, Yandong Wen, Zhiding Yu, Ming Li, Bhiksha Raj, Le Song

1704.08063

Improving Vision-and-Language Navigation with Image-Text Pairs from the Web

Arjun Majumdar, Ayush Shrivastava, Stefan Lee, Peter Anderson, Devi Parikh, Dhruv Batra

2004.14973

Sim-to-Real Transfer for Vision-and-Language Navigation

Peter Anderson, Ayush Shrivastava, Joanne Truong, Arjun Majumdar, Devi Parikh, Dhruv Batra, Stefan Lee

2011.03807

VGGFace2: A dataset for recognising faces across pose and age

Qiong Cao, Li Shen, Weidi Xie, Omkar M. Parkhi, Andrew Zisserman

1710.08092

Label-Embedding for Image Classification

Zeynep Akata, Florent Perronnin, Zaid Harchaoui, Cordelia Schmid

1503.08677

Colorful Image Colorization

Richard Zhang, Phillip Isola, Alexei A. Efros

1603.08511

Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos

Kihyuk Sohn, Sifei Liu, Guangyu Zhong, Xiang Yu, Ming-Hsuan Yang, Manmohan Chandraker

1708.02191

Learning to rank in person re-identification with metric ensembles

Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel

1503.01543

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

Adam Paszke, Abhishek Chaurasia, Sangpil Kim, Eugenio Culurciello

1606.02147

DenseBox: Unifying Landmark Localization with End to End Object Detection

Lichao Huang, Yi Yang, Yafeng Deng, Yinan Yu

1509.04874

Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents

Samyak Datta, Oleksandr Maksymets, Judy Hoffman, Stefan Lee, Dhruv Batra, Devi Parikh

2009.03231

Can we still avoid automatic face detection?

Michael J. Wilber, Vitaly Shmatikov, Serge Belongie

1602.04504

From Facial Parts Responses to Face Detection: A Deep Learning Approach

Shuo Yang, Ping Luo, Chen Change Loy, Xiaoou Tang

1509.06451

Modeling Spatial-Temporal Clues in a Hybrid Deep Learning Framework for Video Classification

Zuxuan Wu, Xi Wang, Yu-Gang Jiang, Hao Ye, Xiangyang Xue

1504.01561

FaceNet: A Unified Embedding for Face Recognition and Clustering

Florian Schroff, Dmitry Kalenichenko, James Philbin

1503.03832

PersonNet: Person Re-identification with Deep Convolutional Neural Networks

Lin Wu, Chunhua Shen, Anton van den Hengel

1601.07255

The Cityscapes Dataset for Semantic Urban Scene Understanding

Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler, Rodrigo Benenson, Uwe Franke, Stefan Roth, Bernt Schiele

1604.01685

Face Detection with End-to-End Integration of a ConvNet and a 3D Model

Yunzhu Li, Benyuan Sun, Tianfu Wu, Yizhou Wang

1606.00850

Training Sparse Neural Networks

Suraj Srinivas, Akshayvarun Subramanya, R. Venkatesh Babu

1611.06694

Pixel-level Encoding and Depth Layering for Instance-level Semantic Labeling

Jonas Uhrig, Marius Cordts, Uwe Franke, Thomas Brox

1604.05096

CrowdNet: A Deep Convolutional Network for Dense Crowd Counting

Lokesh Boominathan, Srinivas S S Kruthiventi, R. Venkatesh Babu

1608.06197

Bayesian GAN

Yunus Saatchi, Andrew Gordon Wilson

1705.09558

The 2017 DAVIS Challenge on Video Object Segmentation

Jordi Pont-Tuset, Federico Perazzi, Sergi Caelles, Pablo Arbeláez, Alex Sorkine-Hornung, Luc Van Gool

1704.00675

Rethinking Atrous Convolution for Semantic Image Segmentation

Liang-Chieh Chen, George Papandreou, Florian Schroff, Hartwig Adam

1706.05587

Beyond Short Snippets: Deep Networks for Video Classification

Joe Yue-Hei Ng, Matthew Hausknecht, Sudheendra Vijayanarasimhan, Oriol Vinyals, Rajat Monga, George Toderici

1503.08909

Soft-NMS -- Improving Object Detection With One Line of Code

Navaneeth Bodla, Bharat Singh, Rama Chellappa, Larry S. Davis

1704.04503

VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition

Seokju Lee, Junsik Kim, Jae Shin Yoon, Seunghak Shin, Oleksandr Bailo, Namil Kim, Tae-Hee Lee, Hyun Seok Hong, Seung-Hoon Han, In So Kweon

1710.06288

High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks

Zifeng Wu, Chunhua Shen, Anton van den Hengel

1604.04339

P-CNN: Pose-based CNN Features for Action Recognition

Guilhem Chéron, Ivan Laptev, Cordelia Schmid

1506.03607

Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration

Yunjin Chen, Thomas Pock

1508.02848

Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images

Anh Nguyen, Jason Yosinski, Jeff Clune

1412.1897

GuessWhat?! Visual object discovery through multi-modal dialogue

Harm de Vries, Florian Strub, Sarath Chandar, Olivier Pietquin, Hugo Larochelle, Aaron Courville

1611.08481

DualGAN: Unsupervised Dual Learning for Image-to-Image Translation

Zili Yi, Hao Zhang, Ping Tan, Minglun Gong

1704.02510

Deep Networks with Stochastic Depth

Gao Huang, Yu Sun, Zhuang Liu, Daniel Sedra, Kilian Weinberger

1603.09382

Aerial image geolocalization from recognition and matching of roads and intersections

Dragos Costea, Marius Leordeanu

1605.08323

Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks

Chuan Li, Michael Wand

1604.04382

Intriguing properties of neural networks

Christian Szegedy, Wojciech Zaremba, Ilya Sutskever, Joan Bruna, Dumitru Erhan, Ian Goodfellow, Rob Fergus

1312.6199

Fully Convolutional Instance-aware Semantic Segmentation

Yi Li, Haozhi Qi, Jifeng Dai, Xiangyang Ji, Yichen Wei

1611.07709

Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation

Nasrin Mostafazadeh, Chris Brockett, Bill Dolan, Michel Galley, Jianfeng Gao, Georgios P. Spithourakis, Lucy Vanderwende

1701.08251

Knowledge Guided Disambiguation for Large-Scale Scene Classification with Multi-Resolution CNNs

Limin Wang, Sheng Guo, Weilin Huang, Yuanjun Xiong, Yu Qiao

1610.01119

Wider or Deeper: Revisiting the ResNet Model for Visual Recognition

Zifeng Wu, Chunhua Shen, Anton van den Hengel

1611.10080

Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks

Konstantinos Bousmalis, Nathan Silberman, David Dohan, Dumitru Erhan, Dilip Krishnan

1612.05424

DehazeNet: An End-to-End System for Single Image Haze Removal

Bolun Cai, Xiangmin Xu, Kui Jia, Chunmei Qing, Dacheng Tao

1601.07661

Pixelwise Instance Segmentation with a Dynamically Instantiated Network

Anurag Arnab, Philip H. S Torr

1704.02386

The 2018 DAVIS Challenge on Video Object Segmentation

Sergi Caelles, Alberto Montes, Kevis-Kokitsi Maninis, Yuhua Chen, Luc Van Gool, Federico Perazzi, Jordi Pont-Tuset

1803.00557

Towards Deep Neural Network Architectures Robust to Adversarial Examples

Shixiang Gu, Luca Rigazio

1412.5068

MODNet: Moving Object Detection Network with Motion and Appearance for Autonomous Driving

Mennatullah Siam, Heba Mahgoub, Mohamed Zahran, Senthil Yogamani, Martin Jagersand, Ahmad El-Sallab

1709.04821

Bridging Category-level and Instance-level Semantic Image Segmentation

Zifeng Wu, Chunhua Shen, Anton van den Hengel

1605.06885

Learning rotation invariant convolutional filters for texture classification

Diego Marcos, Michele Volpi, Devis Tuia

1604.06720

Person Recognition in Personal Photo Collections

Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele

1509.03502

TI-POOLING: transformation-invariant pooling for feature learning in Convolutional Neural Networks

Dmitry Laptev, Nikolay Savinov, Joachim M. Buhmann, Marc Pollefeys

1604.06318

InstanceCut: from Edges to Instances with MultiCut

Alexander Kirillov, Evgeny Levinkov, Bjoern Andres, Bogdan Savchynskyy, Carsten Rother

1611.08272

Fast Training of Convolutional Networks through FFTs

Michael Mathieu, Mikael Henaff, Yann LeCun

1312.5851

Deep learning in remote sensing: a review

Xiao Xiang Zhu, Devis Tuia, Lichao Mou, Gui-Song Xia, Liangpei Zhang, Feng Xu, Friedrich Fraundorfer

1710.03959

Object detection via a multi-region & semantic segmentation-aware CNN model

Spyros Gidaris, Nikos Komodakis

1505.01749

Sort Story: Sorting Jumbled Images and Captions into Stories

Harsh Agrawal, Arjun Chandrasekaran, Dhruv Batra, Devi Parikh, Mohit Bansal

1606.07493

PolyNet: A Pursuit of Structural Diversity in Very Deep Networks

Xingcheng Zhang, Zhizhong Li, Chen Change Loy, Dahua Lin

1611.05725

Pyramid Scene Parsing Network

Hengshuang Zhao, Jianping Shi, Xiaojuan Qi, Xiaogang Wang, Jiaya Jia

1612.01105

Image Super-Resolution Using Deep Convolutional Networks

Chao Dong, Chen Change Loy, Kaiming He, Xiaoou Tang

1501.00092

RMPE: Regional Multi-person Pose Estimation

Hao-Shu Fang, Shuqin Xie, Yu-Wing Tai, Cewu Lu

1612.00137

Context-aware CNNs for person head detection

Tuan-Hung Vu, Anton Osokin, Ivan Laptev

1511.07917

One-Shot Video Object Segmentation

Sergi Caelles, Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Laura Leal-Taixé, Daniel Cremers, Luc Van Gool

1611.05198

Revisiting Unreasonable Effectiveness of Data in Deep Learning Era

Chen Sun, Abhinav Shrivastava, Saurabh Singh, Abhinav Gupta

1707.02968

Gland Instance Segmentation Using Deep Multichannel Neural Networks

Yan Xu, Yang Li, Yipei Wang, Mingyuan Liu, Yubo Fan, Maode Lai, Eric I-Chao Chang

1611.06661

Human Action Recognition using Factorized Spatio-Temporal Convolutional Networks

Lin Sun, Kui Jia, Dit-Yan Yeung, Bertram E. Shi

1510.00562

Deep Feature Learning with Relative Distance Comparison for Person Re-identification

Shengyong Ding, Liang Lin, Guangrun Wang, Hongyang Chao

1512.03622

WIDER FACE: A Face Detection Benchmark

Shuo Yang, Ping Luo, Chen Change Loy, Xiaoou Tang

1511.06523

Semantic Instance Segmentation via Deep Metric Learning

Alireza Fathi, Zbigniew Wojna, Vivek Rathod, Peng Wang, Hyun Oh Song, Sergio Guadarrama, Kevin P. Murphy

1703.10277

Pushing the Boundaries of Boundary Detection using Deep Learning

Iasonas Kokkinos

1511.07386

Towards Evaluating the Robustness of Neural Networks

Nicholas Carlini, David Wagner

1608.04644

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

Charles R. Qi, Li Yi, Hao Su, Leonidas J. Guibas

1706.02413

3D Fully Convolutional Network for Vehicle Detection in Point Cloud

Bo Li

1611.08069

Modeling Context Between Objects for Referring Expression Understanding

Varun K. Nagaraja, Vlad I. Morariu, Larry S. Davis

1608.00525

UnrealCV: Connecting Computer Vision to Unreal Engine

Weichao Qiu, Alan Yuille

1609.01326

A disciplined approach to neural network hyper-parameters: Part 1 -- learning rate, batch size, momentum, and weight decay

Leslie N. Smith

1803.09820

Vector Quantized Diffusion Model for Text-to-Image Synthesis

Shuyang Gu, Dong Chen, Jianmin Bao, Fang Wen, Bo Zhang, Dongdong Chen, Lu Yuan, Baining Guo

2111.14822

Blended Diffusion for Text-driven Editing of Natural Images

Omri Avrahami, Dani Lischinski, Ohad Fried

2111.14818

Cascaded Diffusion Models for High Fidelity Image Generation

Jonathan Ho, Chitwan Saharia, William Chan, David J. Fleet, Mohammad Norouzi, Tim Salimans

2106.15282

YouTube-8M: A Large-Scale Video Classification Benchmark

Sami Abu-El-Haija, Nisarg Kothari, Joonseok Lee, Paul Natsev, George Toderici, Balakrishnan Varadarajan, Sudheendra Vijayanarasimhan

1609.08675

Real-Time Grasp Detection Using Convolutional Neural Networks

Joseph Redmon, Anelia Angelova

1412.3128

Diffusion Models Beat GANs on Image Synthesis

Prafulla Dhariwal, Alex Nichol

2105.05233

View Synthesis by Appearance Flow

Tinghui Zhou, Shubham Tulsiani, Weilun Sun, Jitendra Malik, Alexei A. Efros

1605.03557

Unified Contrastive Learning in Image-Text-Label Space

Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Bin Xiao, Ce Liu, Lu Yuan, Jianfeng Gao

2204.03610

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections

Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, Hehong Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si

2205.12005

Connecting Vision and Language with Localized Narratives

Jordi Pont-Tuset, Jasper Uijlings, Soravit Changpinyo, Radu Soricut, Vittorio Ferrari

1912.03098

Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners

Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji

2205.10747

Rotation-invariant convolutional neural networks for galaxy morphology prediction

Sander Dieleman, Kyle W. Willett, Joni Dambre

1503.07077

Learning Representations for Automatic Colorization

Gustav Larsson, Michael Maire, Gregory Shakhnarovich

1603.06668

Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality

Xingjun Ma, Bo Li, Yisen Wang, Sarah M. Erfani, Sudanthi Wijewickrema, Grant Schoenebeck, Dawn Song, Michael E. Houle, James Bailey

1801.02613

Habitat: A Platform for Embodied AI Research

Manolis Savva, Abhishek Kadian, Oleksandr Maksymets, Yili Zhao, Erik Wijmans, Bhavana Jain, Julian Straub, Jia Liu, Vladlen Koltun, Jitendra Malik, Devi Parikh, Dhruv Batra

1904.01201

Coupled Generative Adversarial Networks

Ming-Yu Liu, Oncel Tuzel

1606.07536

Deep Learning Face Representation by Joint Identification-Verification

Yi Sun, Xiaogang Wang, Xiaoou Tang

1406.4773

Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles

Mehdi Noroozi, Paolo Favaro

1603.09246

Adversarial Examples Are Not Easily Detected: Bypassing Ten Detection Methods

Nicholas Carlini, David Wagner

1705.07263

Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation

Xin Wang, Qiuyuan Huang, Asli Celikyilmaz, Jianfeng Gao, Dinghan Shen, Yuan-Fang Wang, William Yang Wang, Lei Zhang

1811.10092

Not Just a Black Box: Learning Important Features Through Propagating Activation Differences

Avanti Shrikumar, Peyton Greenside, Anna Shcherbina, Anshul Kundaje

1605.01713

Feature Squeezing: Detecting Adversarial Examples in Deep Neural Networks

Weilin Xu, David Evans, Yanjun Qi

1704.01155

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models

Pouya Samangouei, Maya Kabkab, Rama Chellappa

1805.06605

Adversarial Feature Learning

Jeff Donahue, Philipp Krähenbühl, Trevor Darrell

1605.09782

Conditional Generative Adversarial Nets

Mehdi Mirza, Simon Osindero

1411.1784

Deep Convolutional Neural Fields for Depth Estimation from a Single Image

Fayao Liu, Chunhua Shen, Guosheng Lin

1411.6387

Scene Memory Transformer for Embodied Agents in Long-Horizon Tasks

Kuan Fang, Alexander Toshev, Li Fei-Fei, Silvio Savarese

1903.03878

DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames

Erik Wijmans, Abhishek Kadian, Ari Morcos, Stefan Lee, Irfan Essa, Devi Parikh, Manolis Savva, Dhruv Batra

1911.00357

Mitigating Adversarial Effects Through Randomization

Cihang Xie, Jianyu Wang, Zhishuai Zhang, Zhou Ren, Alan Yuille

1711.01991

Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding

Song Han, Huizi Mao, William J. Dally

1510.00149

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

Vijay Badrinarayanan, Alex Kendall, Roberto Cipolla

1511.00561

Learning Activation Functions to Improve Deep Neural Networks

Forest Agostinelli, Matthew Hoffman, Peter Sadowski, Pierre Baldi

1412.6830

Holistically-Nested Edge Detection

Saining Xie, Zhuowen Tu

1504.06375

Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation

George Papandreou, Liang-Chieh Chen, Kevin Murphy, Alan L. Yuille

1502.02734

Adversarial examples in the physical world

Alexey Kurakin, Ian Goodfellow, Samy Bengio

1607.02533

Efficient piecewise training of deep structured models for semantic segmentation

Guosheng Lin, Chunhua Shen, Anton van dan Hengel, Ian Reid

1504.01013

EIE: Efficient Inference Engine on Compressed Deep Neural Network

Song Han, Xingyu Liu, Huizi Mao, Jing Pu, Ardavan Pedram, Mark A. Horowitz, William J. Dally

1602.01528

Semantic Video CNNs through Representation Warping

Raghudeep Gadde, Varun Jampani, Peter V. Gehler

1708.03088

ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes

Angela Dai, Angel X. Chang, Manolis Savva, Maciej Halber, Thomas Funkhouser, Matthias Nießner

1702.04405

End-to-end Learning of Driving Models from Large-scale Video Datasets

Huazhe Xu, Yang Gao, Fisher Yu, Trevor Darrell

1612.01079

Weakly Supervised PatchNets: Describing and Aggregating Local Patches for Scene Recognition

Zhe Wang, Limin Wang, Yali Wang, Bowen Zhang, Yu Qiao

1609.00153

Training Region-based Object Detectors with Online Hard Example Mining

Abhinav Shrivastava, Abhinav Gupta, Ross Girshick

1604.03540

Deep Networks with Internal Selective Attention through Feedback Connections

Marijn Stollenga, Jonathan Masci, Faustino Gomez, Juergen Schmidhuber

1407.3068

Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units

Wenling Shang, Kihyuk Sohn, Diogo Almeida, Honglak Lee

1603.05201

Learning Feature Pyramids for Human Pose Estimation

Wei Yang, Shuang Li, Wanli Ouyang, Hongsheng Li, Xiaogang Wang

1708.01101

Recurrent Models of Visual Attention

Volodymyr Mnih, Nicolas Heess, Alex Graves, Koray Kavukcuoglu

1406.6247

SSD-6D: Making RGB-based 3D detection and 6D pose estimation great again

Wadim Kehl, Fabian Manhardt, Federico Tombari, Slobodan Ilic, Nassir Navab

1711.10006

SfM-Net: Learning of Structure and Motion from Video

Sudheendra Vijayanarasimhan, Susanna Ricco, Cordelia Schmid, Rahul Sukthankar, Katerina Fragkiadaki

1704.07804

CUHK & ETHZ & SIAT Submission to ActivityNet Challenge 2016

Yuanjun Xiong, Limin Wang, Zhe Wang, Bowen Zhang, Hang Song, Wei Li, Dahua Lin, Yu Qiao, Luc Van Gool, Xiaoou Tang

1608.00797

FusionSeg: Learning to combine motion and appearance for fully automatic segmention of generic objects in videos

Suyog Dutt Jain, Bo Xiong, Kristen Grauman

1701.05384

MatConvNet - Convolutional Neural Networks for MATLAB

Andrea Vedaldi, Karel Lenc

1412.4564

UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory

Iasonas Kokkinos

1609.02132

Semantic Amodal Segmentation

Yan Zhu, Yuandong Tian, Dimitris Mexatas, Piotr Dollár

1509.01329

PlaNet - Photo Geolocation with Convolutional Neural Networks

Tobias Weyand, Ilya Kostrikov, James Philbin

1602.05314

Semantic Image Segmentation via Deep Parsing Network

Ziwei Liu, Xiaoxiao Li, Ping Luo, Chen Change Loy, Xiaoou Tang

1509.02634

Volumetric and Multi-View CNNs for Object Classification on 3D Data

Charles R. Qi, Hao Su, Matthias Niessner, Angela Dai, Mengyuan Yan, Leonidas J. Guibas

1604.03265

Conditional Image Synthesis With Auxiliary Classifier GANs

Augustus Odena, Christopher Olah, Jonathon Shlens

1610.09585

PANDA: Pose Aligned Networks for Deep Attribute Modeling

Ning Zhang, Manohar Paluri, Marc'Aurelio Ranzato, Trevor Darrell, Lubomir Bourdev

1311.5591

Semantic Understanding of Scenes through the ADE20K Dataset

Bolei Zhou, Hang Zhao, Xavier Puig, Tete Xiao, Sanja Fidler, Adela Barriuso, Antonio Torralba

1608.05442

SegFlow: Joint Learning for Video Object Segmentation and Optical Flow

Jingchun Cheng, Yi-Hsuan Tsai, Shengjin Wang, Ming-Hsuan Yang

1709.06750

Articulated Pose Estimation by a Graphical Model with Image Dependent Pairwise Relations

Xianjie Chen, Alan Yuille

1407.3399

OctNet: Learning Deep 3D Representations at High Resolutions

Gernot Riegler, Ali Osman Ulusoy, Andreas Geiger

1611.05009

A MultiPath Network for Object Detection

Sergey Zagoruyko, Adam Lerer, Tsung-Yi Lin, Pedro O. Pinheiro, Sam Gross, Soumith Chintala, Piotr Dollár

1604.02135

Modeling Context in Referring Expressions

Licheng Yu, Patrick Poirson, Shan Yang, Alexander C. Berg, Tamara L. Berg

1608.00272

Online Adaptation of Convolutional Neural Networks for Video Object Segmentation

Paul Voigtlaender, Bastian Leibe

1706.09364

Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks?

Matthew Johnson-Roberson, Charles Barto, Rounak Mehta, Sharath Nittur Sridhar, Karl Rosaen, Ram Vasudevan

1610.01983

Deep Structured Output Learning for Unconstrained Text Recognition

Max Jaderberg, Karen Simonyan, Andrea Vedaldi, Andrew Zisserman

1412.5903

Regularization for Deep Learning: A Taxonomy

Jan Kukačka, Vladimir Golkov, Daniel Cremers

1710.10686

Robust Face Recognition via Multimodal Deep Face Representation

Changxing Ding, Dacheng Tao

1509.00244

Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting

Xingjian Shi, Zhourong Chen, Hao Wang, Dit-Yan Yeung, Wai-kin Wong, Wang-chun Woo

1506.04214

ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement

Yuval Alaluf, Or Patashnik, Daniel Cohen-Or

2104.02699

Image Super-Resolution via Iterative Refinement

Chitwan Saharia, Jonathan Ho, William Chan, Tim Salimans, David J. Fleet, Mohammad Norouzi

2104.07636

No More Discrimination: Cross City Adaptation of Road Scene Segmenters

Yi-Hsin Chen, Wei-Yu Chen, Yu-Ting Chen, Bo-Cheng Tsai, Yu-Chiang Frank Wang, Min Sun

1704.08509

Don't Decay the Learning Rate, Increase the Batch Size

Samuel L. Smith, Pieter-Jan Kindermans, Chris Ying, Quoc V. Le

1711.00489

SimVLM: Simple Visual Language Model Pretraining with Weak Supervision

Zirui Wang, Jiahui Yu, Adams Wei Yu, Zihang Dai, Yulia Tsvetkov, Yuan Cao

2108.10904

The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines

Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

2005.00343

PyRobot: An Open-source Robotics Framework for Research and Benchmarking

Adithyavairavan Murali, Tao Chen, Kalyan Vasudev Alwala, Dhiraj Gandhi, Lerrel Pinto, Saurabh Gupta, Abhinav Gupta

1906.08236

Learning to Drive from Simulation without Real World Labels

Alex Bewley, Jessica Rigley, Yuxuan Liu, Jeffrey Hawke, Richard Shen, Vinh-Dieu Lam, Alex Kendall

1812.03823

Benchmarking Classic and Learned Navigation in Complex 3D Environments

Dmytro Mishkin, Alexey Dosovitskiy, Vladlen Koltun

1901.10915

The Replica Dataset: A Digital Replica of Indoor Spaces

Julian Straub, Thomas Whelan, Lingni Ma, Yufan Chen, Erik Wijmans, Simon Green, Jakob J. Engel, Raul Mur-Artal, Carl Ren, Shobhit Verma, Anton Clarkson, Mingfei Yan, Brian Budge, Yajie Yan, Xiaqing Pan, June Yon, Yuyang Zou, Kimberly Leon, Nigel Carter, Jesus Briales, Tyler Gillingham, Elias Mueggler, Luis Pesqueira, Manolis Savva, Dhruv Batra, Hauke M. Strasdat, Renzo De Nardi, Michael Goesele, Steven Lovegrove, Richard Newcombe

1906.05797

Attribute2Image: Conditional Image Generation from Visual Attributes

Xinchen Yan, Jimei Yang, Kihyuk Sohn, Honglak Lee

1512.00570

Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes

Yang Zhang, Philip David, Boqing Gong

1707.09465

Semantic Autoencoder for Zero-Shot Learning

Elyor Kodirov, Tao Xiang, Shaogang Gong

1704.08345

DepthTransfer: Depth Extraction from Video Using Non-parametric Sampling

Kevin Karsch, Ce Liu, Sing Bing Kang

2001.00987

Playing for Data: Ground Truth from Computer Games

Stephan R. Richter, Vibhav Vineet, Stefan Roth, Vladlen Koltun

1608.02192

Object Contour Detection with a Fully Convolutional Encoder-Decoder Network

Jimei Yang, Brian Price, Scott Cohen, Honglak Lee, Ming-Hsuan Yang

1603.04530

Deep Convolutional Inverse Graphics Network

Tejas D. Kulkarni, Will Whitney, Pushmeet Kohli, Joshua B. Tenenbaum

1503.03167

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size

Forrest N. Iandola, Song Han, Matthew W. Moskewicz, Khalid Ashraf, William J. Dally, Kurt Keutzer

1602.07360

Dense Volume-to-Volume Vascular Boundary Detection

Jameson Merkow, David Kriegman, Alison Marsden, Zhuowen Tu

1605.08401

Depth Map Prediction from a Single Image using a Multi-Scale Deep Network

David Eigen, Christian Puhrsch, Rob Fergus

1406.2283

Dynamic Filter Networks

Bert De Brabandere, Xu Jia, Tinne Tuytelaars, Luc Van Gool

1605.09673

Object Skeleton Extraction in Natural Images by Fusing Scale-associated Deep Side Outputs

Wei Shen, Kai Zhao, Yuan Jiang, Yan Wang, Zhijiang Zhang, Xiang Bai

1603.09446

Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation

Jonathan Tompson, Arjun Jain, Yann LeCun, Christoph Bregler

1406.2984

Understanding Convolution for Semantic Segmentation

Panqu Wang, Pengfei Chen, Ye Yuan, Ding Liu, Zehua Huang, Xiaodi Hou, Garrison Cottrell

1702.08502

Surpassing Human-Level Face Verification Performance on LFW with GaussianFace

Chaochao Lu, Xiaoou Tang

1404.3840

Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks

Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Pablo Arbeláez, Luc Van Gool

1701.04658

Learning both Weights and Connections for Efficient Neural Networks

Song Han, Jeff Pool, John Tran, William J. Dally

1506.02626

Joint 2D-3D-Semantic Data for Indoor Scene Understanding

Iro Armeni, Sasha Sax, Amir R. Zamir, Silvio Savarese

1702.01105

How Powerful are Graph Neural Networks?

Keyulu Xu, Weihua Hu, Jure Leskovec, Stefanie Jegelka

1810.00826

What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?

Alex Kendall, Yarin Gal

1703.04977

Video Propagation Networks

Varun Jampani, Raghudeep Gadde, Peter V. Gehler

1612.05478

Deep Colorization

Zezhou Cheng, Qingxiong Yang, Bin Sheng

1605.00075

Shape Completion using 3D-Encoder-Predictor CNNs and Shape Synthesis

Angela Dai, Charles Ruizhongtai Qi, Matthias Nießner

1612.00101

Semantic Scene Completion from a Single Depth Image

Shuran Song, Fisher Yu, Andy Zeng, Angel X. Chang, Manolis Savva, Thomas Funkhouser

1611.08974

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

Guosheng Lin, Anton Milan, Chunhua Shen, Ian Reid

1611.06612

Single Image 3D Interpreter Network

Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman

1604.08685

Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps

Karen Simonyan, Andrea Vedaldi, Andrew Zisserman

1312.6034

Unsupervised Monocular Depth Estimation with Left-Right Consistency

Clément Godard, Oisin Mac Aodha, Gabriel J. Brostow

1609.03677

Unsupervised Learning of Depth and Ego-Motion from Video

Tinghui Zhou, Matthew Brown, Noah Snavely, David G. Lowe

1704.07813

Back to Basics: Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness

Jason J. Yu, Adam W. Harley, Konstantinos G. Derpanis

1608.05842

SE3-Nets: Learning Rigid Body Motion using Deep Neural Networks

Arunkumar Byravan, Dieter Fox

1606.02378

StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows

Rameen Abdal, Peihao Zhu, Niloy Mitra, Peter Wonka

2008.02401

Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation

Elad Richardson, Yuval Alaluf, Or Patashnik, Yotam Nitzan, Yaniv Azar, Stav Shapiro, Daniel Cohen-Or

2008.00951

Learning What and Where to Draw

Scott Reed, Zeynep Akata, Santosh Mohan, Samuel Tenka, Bernt Schiele, Honglak Lee

1610.02454

SC-FEGAN: Face Editing Generative Adversarial Network with User's Sketch and Color

Youngjoo Jo, Jongyoul Park

1902.06838

Designing an Encoder for StyleGAN Image Manipulation

Omer Tov, Yuval Alaluf, Yotam Nitzan, Or Patashnik, Daniel Cohen-Or

2102.02766

NO Need to Worry about Adversarial Examples in Object Detection in Autonomous Vehicles

Jiajun Lu, Hussein Sibai, Evan Fabry, David Forsyth

1707.03501

All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation

Di Xie, Jiang Xiong, Shiliang Pu

1703.01827

A Comprehensive Survey on Pose-Invariant Face Recognition

Changxing Ding, Dacheng Tao

1502.04383

Can We Gain More from Orthogonality Regularizations in Training Deep CNNs?

Nitin Bansal, Xiaohan Chen, Zhangyang Wang

1810.09102

NormFace: L2 Hypersphere Embedding for Face Verification

Feng Wang, Xiang Xiang, Jian Cheng, Alan L. Yuille

1704.06369

Resolution Dependent GAN Interpolation for Controllable Image Synthesis Between Domains

Justin N. M. Pinkney, Doron Adler

2010.05334

Adversarial Machine Learning at Scale

Alexey Kurakin, Ian Goodfellow, Samy Bengio

1611.01236

Face Search at Scale: 80 Million Gallery

Dayong Wang, Charles Otto, Anil K. Jain

1507.07242

Gotta Go Fast When Generating Data with Score-Based Models

Alexia Jolicoeur-Martineau, Ke Li, Rémi Piché-Taillefer, Tal Kachman, Ioannis Mitliagkas

2105.14080

Naive-Deep Face Recognition: Touching the Limit of LFW Benchmark or Not?

Erjin Zhou, Zhimin Cao, Qi Yin

1501.04690

GAN Inversion: A Survey

Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, Ming-Hsuan Yang

2101.05278

Houdini: Fooling Deep Structured Prediction Models

Moustapha Cisse, Yossi Adi, Natalia Neverova, Joseph Keshet

1707.05373

Universal Adversarial Perturbations Against Semantic Image Segmentation

Jan Hendrik Metzen, Mummadi Chaithanya Kumar, Thomas Brox, Volker Fischer

1704.05712

End to End Learning for Self-Driving Cars

Mariusz Bojarski, Davide Del Testa, Daniel Dworakowski, Bernhard Firner, Beat Flepp, Prasoon Goyal, Lawrence D. Jackel, Mathew Monfort, Urs Muller, Jiakai Zhang, Xin Zhang, Jake Zhao, Karol Zieba

1604.07316

Adversarial Examples for Semantic Segmentation and Object Detection

Cihang Xie, Jianyu Wang, Zhishuai Zhang, Yuyin Zhou, Lingxi Xie, Alan Yuille

1703.08603

COCO-Stuff: Thing and Stuff Classes in Context

Holger Caesar, Jasper Uijlings, Vittorio Ferrari

1612.03716

FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation

Judy Hoffman, Dequan Wang, Fisher Yu, Trevor Darrell

1612.02649

Local Similarity-Aware Deep Feature Embedding

Chen Huang, Chen Change Loy, Xiaoou Tang

1610.08904

Weakly Supervised Object Localization Using Things and Stuff Transfer

Miaojing Shi, Holger Caesar, Vittorio Ferrari

1703.08000

MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait Editing

Zhentao Tan, Menglei Chai, Dongdong Chen, Jing Liao, Qi Chu, Lu Yuan, Sergey Tulyakov, Nenghai Yu

2010.16417

Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly

Yongqin Xian, Christoph H. Lampert, Bernt Schiele, Zeynep Akata

1707.00600

Control of Memory, Active Perception, and Action in Minecraft

Junhyuk Oh, Valliappa Chockalingam, Satinder Singh, Honglak Lee

1605.09128

Towards Dropout Training for Convolutional Neural Networks

Haibing Wu, Xiaodong Gu

1512.00242

MaskGAN: Towards Diverse and Interactive Facial Image Manipulation

Cheng-Han Lee, Ziwei Liu, Lingyun Wu, Ping Luo

1907.11922

Few-Shot Unsupervised Image-to-Image Translation

Ming-Yu Liu, Xun Huang, Arun Mallya, Tero Karras, Timo Aila, Jaakko Lehtinen, Jan Kautz

1905.01723

Single Image Portrait Relighting

Tiancheng Sun, Jonathan T. Barron, Yun-Ta Tsai, Zexiang Xu, Xueming Yu, Graham Fyffe, Christoph Rhemann, Jay Busch, Paul Debevec, Ravi Ramamoorthi

1905.00824

Semantic Photo Manipulation with a Generative Image Prior

David Bau, Hendrik Strobelt, William Peebles, Jonas Wulff, Bolei Zhou, Jun-Yan Zhu, Antonio Torralba

2005.07727

Simultaneous Deep Transfer Across Domains and Tasks

Eric Tzeng, Judy Hoffman, Trevor Darrell, Kate Saenko

1510.02192

Deep metric learning using Triplet network

Elad Hoffer, Nir Ailon

1412.6622

Towards Photo-Realistic Virtual Try-On by Adaptively Generating$\leftrightarrow$Preserving Image Content

Han Yang, Ruimao Zhang, Xiaobao Guo, Wei Liu, Wangmeng Zuo, Ping Luo

2003.05863

Semantic Image Synthesis with Spatially-Adaptive Normalization

Taesung Park, Ming-Yu Liu, Ting-Chun Wang, Jun-Yan Zhu

1903.07291

Mask-Guided Portrait Editing with Conditional GANs

Shuyang Gu, Jianmin Bao, Hao Yang, Dong Chen, Fang Wen, Lu Yuan

1905.10346

Multimodal Unsupervised Image-to-Image Translation

Xun Huang, Ming-Yu Liu, Serge Belongie, Jan Kautz

1804.04732

Stochastic Gradient Descent, Weighted Sampling, and the Randomized Kaczmarz algorithm

Deanna Needell, Nathan Srebro, Rachel Ward

1310.5715

Free-Form Image Inpainting with Gated Convolution

Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, Thomas Huang

1806.03589

StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

Yunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, Jaegul Choo

1711.09020

Image Inpainting for Irregular Holes Using Partial Convolutions

Guilin Liu, Fitsum A. Reda, Kevin J. Shih, Ting-Chun Wang, Andrew Tao, Bryan Catanzaro

1804.07723

Generative Image Inpainting with Contextual Attention

Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, Thomas S. Huang

1801.07892

ComboGAN: Unrestrained Scalability for Image Domain Translation

Asha Anoosheh, Eirikur Agustsson, Radu Timofte, Luc Van Gool

1712.06909

A Closed-form Solution to Photorealistic Image Stylization

Yijun Li, Ming-Yu Liu, Xueting Li, Ming-Hsuan Yang, Jan Kautz

1802.06474

High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs

Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Andrew Tao, Jan Kautz, Bryan Catanzaro

1711.11585

Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

Chelsea Finn, Pieter Abbeel, Sergey Levine

1703.03400

Variable Rate Image Compression with Recurrent Neural Networks

George Toderici, Sean M. O'Malley, Sung Jin Hwang, Damien Vincent, David Minnen, Shumeet Baluja, Michele Covell, Rahul Sukthankar

1511.06085

Action-Conditional Video Prediction using Deep Networks in Atari Games

Junhyuk Oh, Xiaoxiao Guo, Honglak Lee, Richard Lewis, Satinder Singh

1507.08750

Domain Adaptive Neural Networks for Object Recognition

Muhammad Ghifary, W. Bastiaan Kleijn, Mengjie Zhang

1409.6041

DiffiT: Diffusion Vision Transformers for Image Generation

Ali Hatamizadeh, Jiaming Song, Guilin Liu, Jan Kautz, Arash Vahdat

2312.02139

Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation

Lijun Yu, José Lezama, Nitesh B. Gundavarapu, Luca Versari, Kihyuk Sohn, David Minnen, Yong Cheng, Vighnesh Birodkar, Agrim Gupta, Xiuye Gu, Alexander G. Hauptmann, Boqing Gong, Ming-Hsuan Yang, Irfan Essa, David A. Ross, Lu Jiang

2310.05737

Open-Sora Plan: Open-Source Large Video Generation Model

Bin Lin, Yunyang Ge, Xinhua Cheng, Zongjian Li, Bin Zhu, Shaodong Wang, Xianyi He, Yang Ye, Shenghai Yuan, Liuhan Chen, Tanghui Jia, Junwu Zhang, Zhenyu Tang, Yatian Pang, Bin She, Cen Yan, Zhiheng Hu, Xiaoyi Dong, Lin Chen, Zhang Pan, Xing Zhou, Shaoling Dong, Yonghong Tian, Li Yuan

2412.00131

MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer

Shanghua Gao, Pan Zhou, Ming-Ming Cheng, Shuicheng Yan

2303.14389

Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models

Pan Lu, Baolin Peng, Hao Cheng, Michel Galley, Kai-Wei Chang, Ying Nian Wu, Song-Chun Zhu, Jianfeng Gao

2304.09842

Red-Teaming the Stable Diffusion Safety Filter

Javier Rando, Daniel Paleka, David Lindner, Lennart Heim, Florian Tramèr

2210.04610

Learning a Recurrent Visual Representation for Image Caption Generation

Xinlei Chen, C. Lawrence Zitnick

1411.5654

Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images

Alexander Krull, Eric Brachmann, Frank Michel, Michael Ying Yang, Stefan Gumhold, Carsten Rother

1508.04546

NoMaD: Goal Masked Diffusion Policies for Navigation and Exploration

Ajay Sridhar, Dhruv Shah, Catherine Glossop, Sergey Levine

2310.07896

Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models

Patrick Schramowski, Manuel Brack, Björn Deiseroth, Kristian Kersting

2211.05105

Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction

Hyeonwoo Noh, Paul Hongsuck Seo, Bohyung Han

1511.05756

Recognizing Image Style

Sergey Karayev, Matthew Trentacoste, Helen Han, Aseem Agarwala, Trevor Darrell, Aaron Hertzmann, Holger Winnemoeller

1311.3715

Revisiting Self-Supervised Visual Representation Learning

Alexander Kolesnikov, Xiaohua Zhai, Lucas Beyer

1901.09005

Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation

Golnaz Ghiasi, Yin Cui, Aravind Srinivas, Rui Qian, Tsung-Yi Lin, Ekin D. Cubuk, Quoc V. Le, Barret Zoph

2012.07177

Negative Data Augmentation

Abhishek Sinha, Kumar Ayush, Jiaming Song, Burak Uzkent, Hongxia Jin, Stefano Ermon

2102.05113

Prompt-to-Prompt Image Editing with Cross Attention Control

Amir Hertz, Ron Mokady, Jay Tenenbaum, Kfir Aberman, Yael Pritch, Daniel Cohen-Or

2208.01626

Imagic: Text-Based Real Image Editing with Diffusion Models

Bahjat Kawar, Shiran Zada, Oran Lang, Omer Tov, Huiwen Chang, Tali Dekel, Inbar Mosseri, Michal Irani

2210.09276

CNN Features off-the-shelf: an Astounding Baseline for Recognition

Ali Sharif Razavian, Hossein Azizpour, Josephine Sullivan, Stefan Carlsson

1403.6382

Visual Relationship Detection with Language Priors

Cewu Lu, Ranjay Krishna, Michael Bernstein, Li Fei-Fei

1608.00187

Divergence Triangle for Joint Training of Generator Model, Energy-based Model, and Inference Model

Tian Han, Erik Nijkamp, Xiaolin Fang, Mitch Hill, Song-Chun Zhu, Ying Nian Wu

1812.10907

CNN-generated images are surprisingly easy to spot... for now

Sheng-Yu Wang, Oliver Wang, Richard Zhang, Andrew Owens, Alexei A. Efros

1912.11035

Parallel Multiscale Autoregressive Density Estimation

Scott Reed, Aäron van den Oord, Nal Kalchbrenner, Sergio Gómez Colmenarejo, Ziyu Wang, Dan Belov, Nando de Freitas

1703.03664

Towards Diverse and Natural Image Descriptions via a Conditional GAN

Bo Dai, Sanja Fidler, Raquel Urtasun, Dahua Lin

1703.06029

Detecting and Simulating Artifacts in GAN Fake Images

Xu Zhang, Svebor Karaman, Shih-Fu Chang

1907.06515

ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching

Chunyuan Li, Hao Liu, Changyou Chen, Yunchen Pu, Liqun Chen, Ricardo Henao, Lawrence Carin

1709.01215

Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models

Muhammad Maaz, Hanoona Rasheed, Salman Khan, Fahad Shahbaz Khan

2306.05424

Progressive Neural Architecture Search

Chenxi Liu, Barret Zoph, Maxim Neumann, Jonathon Shlens, Wei Hua, Li-Jia Li, Li Fei-Fei, Alan Yuille, Jonathan Huang, Kevin Murphy

1712.00559

HunyuanVideo: A Systematic Framework For Large Video Generative Models

Weijie Kong, Qi Tian, Zijian Zhang, Rox Min, Zuozhuo Dai, Jin Zhou, Jiangfeng Xiong, Xin Li, Bo Wu, Jianwei Zhang, Kathrina Wu, Qin Lin, Junkun Yuan, Yanxin Long, Aladdin Wang, Andong Wang, Changlin Li, Duojun Huang, Fang Yang, Hao Tan, Hongmei Wang, Jacob Song, Jiawang Bai, Jianbing Wu, Jinbao Xue, Joey Wang, Kai Wang, Mengyang Liu, Pengyu Li, Shuai Li, Weiyan Wang, Wenqing Yu, Xinchi Deng, Yang Li, Yi Chen, Yutao Cui, Yuanbo Peng, Zhentao Yu, Zhiyu He, Zhiyong Xu, Zixiang Zhou, Zunnan Xu, Yangyu Tao, Qinglin Lu, Songtao Liu, Dax Zhou, Hongfa Wang, Yong Yang, Di Wang, Yuhong Liu, Jie Jiang, Caesar Zhong

2412.03603

Expectation-Maximization Attention Networks for Semantic Segmentation

Xia Li, Zhisheng Zhong, Jianlong Wu, Yibo Yang, Zhouchen Lin, Hong Liu

1907.13426

Scaled-YOLOv4: Scaling Cross Stage Partial Network

Chien-Yao Wang, Alexey Bochkovskiy, Hong-Yuan Mark Liao

2011.08036

DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution

Siyuan Qiao, Liang-Chieh Chen, Alan Yuille

2006.02334

RT-1: Robotics Transformer for Real-World Control at Scale

Anthony Brohan, Noah Brown, Justice Carbajal, Yevgen Chebotar, Joseph Dabis, Chelsea Finn, Keerthana Gopalakrishnan, Karol Hausman, Alex Herzog, Jasmine Hsu, Julian Ibarz, Brian Ichter, Alex Irpan, Tomas Jackson, Sally Jesmonth, Nikhil J Joshi, Ryan Julian, Dmitry Kalashnikov, Yuheng Kuang, Isabel Leal, Kuang-Huei Lee, Sergey Levine, Yao Lu, Utsav Malla, Deeksha Manjunath, Igor Mordatch, Ofir Nachum, Carolina Parada, Jodilyn Peralta, Emily Perez, Karl Pertsch, Jornell Quiambao, Kanishka Rao, Michael Ryoo, Grecia Salazar, Pannag Sanketi, Kevin Sayed, Jaspiar Singh, Sumedh Sontakke, Austin Stone, Clayton Tan, Huong Tran, Vincent Vanhoucke, Steve Vega, Quan Vuong, Fei Xia, Ted Xiao, Peng Xu, Sichun Xu, Tianhe Yu, Brianna Zitkovich

2212.06817

DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation

Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Yael Pritch, Michael Rubinstein, Kfir Aberman

2208.12242

Re-Imagen: Retrieval-Augmented Text-to-Image Generator

Wenhu Chen, Hexiang Hu, Chitwan Saharia, William W. Cohen

2209.14491

eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers

Yogesh Balaji, Seungjun Nah, Xun Huang, Arash Vahdat, Jiaming Song, Qinsheng Zhang, Karsten Kreis, Miika Aittala, Timo Aila, Samuli Laine, Bryan Catanzaro, Tero Karras, Ming-Yu Liu

2211.01324

An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion

Rinon Gal, Yuval Alaluf, Yuval Atzmon, Or Patashnik, Amit H. Bermano, Gal Chechik, Daniel Cohen-Or

2208.01618

Improved Image Captioning via Policy Gradient optimization of SPIDEr

Siqi Liu, Zhenhai Zhu, Ning Ye, Sergio Guadarrama, Kevin Murphy

1612.00370

KOSMOS-2.5: A Multimodal Literate Model

Tengchao Lv, Yupan Huang, Jingye Chen, Yuzhong Zhao, Yilin Jia, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, Shaoxiang Wu, Guoxin Wang, Cha Zhang, Furu Wei

2309.11419

Few-Shot Adversarial Learning of Realistic Neural Talking Head Models

Egor Zakharov, Aliaksandra Shysheya, Egor Burkov, Victor Lempitsky

1905.08233

ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning Paradigms

Minzhou Pan, Yi Zeng, Lingjuan Lyu, Xue Lin, Ruoxi Jia

2302.11408

Temporal Generative Adversarial Nets with Singular Value Clipping

Masaki Saito, Eiichi Matsumoto, Shunta Saito

1611.06624

How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

Zhe Chen, Weiyun Wang, Hao Tian, Shenglong Ye, Zhangwei Gao, Erfei Cui, Wenwen Tong, Kongzhi Hu, Jiapeng Luo, Zheng Ma, Ji Ma, Jiaqi Wang, Xiaoyi Dong, Hang Yan, Hewei Guo, Conghui He, Botian Shi, Zhenjiang Jin, Chao Xu, Bin Wang, Xingjian Wei, Wei Li, Wenjian Zhang, Bo Zhang, Pinlong Cai, Licheng Wen, Xiangchao Yan, Min Dou, Lewei Lu, Xizhou Zhu, Tong Lu, Dahua Lin, Yu Qiao, Jifeng Dai, Wenhai Wang

2404.16821

Detecting GAN-generated Imagery using Color Cues

Scott McCloskey, Michael Albright

1812.08247

Factorized Bilinear Models for Image Recognition

Yanghao Li, Naiyan Wang, Jiaying Liu, Xiaodi Hou

1611.05709

Finite Scalar Quantization: VQ-VAE Made Simple

Fabian Mentzer, David Minnen, Eirikur Agustsson, Michael Tschannen

2309.15505

Detecting GAN generated Fake Images using Co-occurrence Matrices

Lakshmanan Nataraj, Tajuddin Manhar Mohammed, Shivkumar Chandrasekaran, Arjuna Flenner, Jawadul H. Bappy, Amit K. Roy-Chowdhury, B. S. Manjunath

1903.06836

IDD: A Dataset for Exploring Problems of Autonomous Navigation in Unconstrained Environments

Girish Varma, Anbumani Subramanian, Anoop Namboodiri, Manmohan Chandraker, C V Jawahar

1811.10200

Seeing What a GAN Cannot Generate

David Bau, Jun-Yan Zhu, Jonas Wulff, William Peebles, Hendrik Strobelt, Bolei Zhou, Antonio Torralba

1910.11626

Do GANs leave artificial fingerprints?

Francesco Marra, Diego Gragnaniello, Luisa Verdoliva, Giovanni Poggi

1812.11842

Scale-Equalizing Pyramid Convolution for Object Detection

Xinjiang Wang, Shilong Zhang, Zhuoran Yu, Litong Feng, Wayne Zhang

2005.03101

Augmented Shortcuts for Vision Transformers

Yehui Tang, Kai Han, Chang Xu, An Xiao, Yiping Deng, Chao Xu, Yunhe Wang

2106.15941

Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning

Abhishek Das, Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra

1703.06585

Improved Conditional VRNNs for Video Prediction

Lluis Castrejon, Nicolas Ballas, Aaron Courville

1904.12165

Multi-Stage Influence Function

Hongge Chen, Si Si, Yang Li, Ciprian Chelba, Sanjiv Kumar, Duane Boning, Cho-Jui Hsieh

2007.09081

MetaFormer Is Actually What You Need for Vision

Weihao Yu, Mi Luo, Pan Zhou, Chenyang Si, Yichen Zhou, Xinchao Wang, Jiashi Feng, Shuicheng Yan

2111.11418

Single Image Super-Resolution via a Holistic Attention Network

Ben Niu, Weilei Wen, Wenqi Ren, Xiangde Zhang, Lianping Yang, Shuzhen Wang, Kaihao Zhang, Xiaochun Cao, Haifeng Shen

2008.08767

Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation

Liang-Chieh Chen, Raphael Gontijo Lopes, Bowen Cheng, Maxwell D. Collins, Ekin D. Cubuk, Barret Zoph, Hartwig Adam, Jonathon Shlens

2005.10266

Revisiting the Sibling Head in Object Detector

Guanglu Song, Yu Liu, Xiaogang Wang

2003.07540

Contrastive Multiview Coding

Yonglong Tian, Dilip Krishnan, Phillip Isola

1906.05849

Object-Centric Learning with Slot Attention

Francesco Locatello, Dirk Weissenborn, Thomas Unterthiner, Aravindh Mahendran, Georg Heigold, Jakob Uszkoreit, Alexey Dosovitskiy, Thomas Kipf

2006.15055

ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection

Davide Cozzolino, Justus Thies, Andreas Rössler, Christian Riess, Matthias Nießner, Luisa Verdoliva

1812.02510

CenterNet: Keypoint Triplets for Object Detection

Kaiwen Duan, Song Bai, Lingxi Xie, Honggang Qi, Qingming Huang, Qi Tian

1904.08189

On Detecting GANs and Retouching based Synthetic Alterations

Anubhav Jain, Richa Singh, Mayank Vatsa

1901.09237

Concept Whitening for Interpretable Image Recognition

Zhi Chen, Yijie Bei, Cynthia Rudin

2002.01650

Up or Down? Adaptive Rounding for Post-Training Quantization

Markus Nagel, Rana Ali Amjad, Mart van Baalen, Christos Louizos, Tijmen Blankevoort

2004.10568

GraphVAE: Towards Generation of Small Graphs Using Variational Autoencoders

Martin Simonovsky, Nikos Komodakis

1802.03480

VideoChat: Chat-Centric Video Understanding

KunChang Li, Yinan He, Yi Wang, Yizhuo Li, Wenhai Wang, Ping Luo, Yali Wang, Limin Wang, Yu Qiao

2305.06355

BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction

Yuhang Li, Ruihao Gong, Xu Tan, Yang Yang, Peng Hu, Qi Zhang, Fengwei Yu, Wei Wang, Shi Gu

2102.05426

A White Paper on Neural Network Quantization

Markus Nagel, Marios Fournarakis, Rana Ali Amjad, Yelysei Bondarenko, Mart van Baalen, Tijmen Blankevoort

2106.08295

AutoFormer: Searching Transformers for Visual Recognition

Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling

2107.00651

HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers

Mingyu Ding, Xiaochen Lian, Linjie Yang, Peng Wang, Xiaojie Jin, Zhiwu Lu, Ping Luo

2106.06560

Multi-view Self-supervised Deep Learning for 6D Pose Estimation in the Amazon Picking Challenge

Andy Zeng, Kuan-Ting Yu, Shuran Song, Daniel Suo, Ed Walker, Alberto Rodriguez, Jianxiong Xiao

1609.09475

mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Qinghao Ye, Haiyang Xu, Guohai Xu, Jiabo Ye, Ming Yan, Yiyang Zhou, Junyang Wang, Anwen Hu, Pengcheng Shi, Yaya Shi, Chenliang Li, Yuanhong Xu, Hehong Chen, Junfeng Tian, Qi Qian, Ji Zhang, Fei Huang, Jingren Zhou

2304.14178

Vision Transformer Adapter for Dense Predictions

Zhe Chen, Yuchen Duan, Wenhai Wang, Junjun He, Tong Lu, Jifeng Dai, Yu Qiao

2205.08534

Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language

Andy Zeng, Maria Attarian, Brian Ichter, Krzysztof Choromanski, Adrian Wong, Stefan Welker, Federico Tombari, Aveek Purohit, Michael Ryoo, Vikas Sindhwani, Johnny Lee, Vincent Vanhoucke, Pete Florence

2204.00598

Learning Latent Subspaces in Variational Autoencoders

Jack Klys, Jake Snell, Richard Zemel

1812.06190

MMBench: Is Your Multi-modal Model an All-around Player?

Yuan Liu, Haodong Duan, Yuanhan Zhang, Bo Li, Songyang Zhang, Wangbo Zhao, Yike Yuan, Jiaqi Wang, Conghui He, Ziwei Liu, Kai Chen, Dahua Lin

2307.06281

Multi-task Self-Supervised Visual Learning

Carl Doersch, Andrew Zisserman

1708.07860

Time-Contrastive Networks: Self-Supervised Learning from Video

Pierre Sermanet, Corey Lynch, Yevgen Chebotar, Jasmine Hsu, Eric Jang, Stefan Schaal, Sergey Levine

1704.06888

OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models

Anas Awadalla, Irena Gao, Josh Gardner, Jack Hessel, Yusuf Hanafy, Wanrong Zhu, Kalyani Marathe, Yonatan Bitton, Samir Gadre, Shiori Sagawa, Jenia Jitsev, Simon Kornblith, Pang Wei Koh, Gabriel Ilharco, Mitchell Wortsman, Ludwig Schmidt

2308.01390

The Algorithmic Automation Problem: Prediction, Triage, and Human Effort

Maithra Raghu, Katy Blumer, Greg Corrado, Jon Kleinberg, Ziad Obermeyer, Sendhil Mullainathan

1903.12220

Knowledge Distillation via Route Constrained Optimization

Xiao Jin, Baoyun Peng, Yichao Wu, Yu Liu, Jiaheng Liu, Ding Liang, Junjie Yan, Xiaolin Hu

1904.09149

In Defense of Classical Image Processing: Fast Depth Completion on the CPU

Jason Ku, Ali Harakeh, Steven L. Waslander

1802.00036

Deep MANTA: A Coarse-to-fine Many-Task Network for joint 2D and 3D vehicle analysis from monocular image

Florian Chabot, Mohamed Chaouch, Jaonary Rabarisoa, Céline Teulière, Thierry Chateau

1703.07570

Recent Advances in Autoencoder-Based Representation Learning

Michael Tschannen, Olivier Bachem, Mario Lucic

1812.05069

ShareGPT4V: Improving Large Multi-Modal Models with Better Captions

Lin Chen, Jinsong Li, Xiaoyi Dong, Pan Zhang, Conghui He, Jiaqi Wang, Feng Zhao, Dahua Lin

2311.12793

Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

Chenfei Wu, Shengming Yin, Weizhen Qi, Xiaodong Wang, Zecheng Tang, Nan Duan

2303.04671

CogVLM: Visual Expert for Pretrained Language Models

Weihan Wang, Qingsong Lv, Wenmeng Yu, Wenyi Hong, Ji Qi, Yan Wang, Junhui Ji, Zhuoyi Yang, Lei Zhao, Xixuan Song, Jiazheng Xu, Bin Xu, Juanzi Li, Yuxiao Dong, Ming Ding, Jie Tang

2311.03079

mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration

Qinghao Ye, Haiyang Xu, Jiabo Ye, Ming Yan, Anwen Hu, Haowei Liu, Qi Qian, Ji Zhang, Fei Huang, Jingren Zhou

2311.04257

Visual Transformers: Token-based Image Representation and Processing for Computer Vision

Bichen Wu, Chenfeng Xu, Xiaoliang Dai, Alvin Wan, Peizhao Zhang, Zhicheng Yan, Masayoshi Tomizuka, Joseph Gonzalez, Kurt Keutzer, Peter Vajda

2006.03677

Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models

Zhang Li, Biao Yang, Qiang Liu, Zhiyin Ma, Shuo Zhang, Jingxu Yang, Yabo Sun, Yuliang Liu, Xiang Bai

2311.06607

TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search

Yibo Hu, Xiang Wu, Ran He

2008.05314

MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action

Zhengyuan Yang, Linjie Li, Jianfeng Wang, Kevin Lin, Ehsan Azarnasab, Faisal Ahmed, Zicheng Liu, Ce Liu, Michael Zeng, Lijuan Wang

2303.11381

Improved Baselines with Visual Instruction Tuning

Haotian Liu, Chunyuan Li, Yuheng Li, Yong Jae Lee

2310.03744

SmoothGrad: removing noise by adding noise

Daniel Smilkov, Nikhil Thorat, Been Kim, Fernanda Viégas, Martin Wattenberg

1706.03825

Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks

Remi Denton, Sam Gross, Rob Fergus

1611.06430

CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment

Haoyu Song, Li Dong, Wei-Nan Zhang, Ting Liu, Furu Wei

2203.07190

Learning to Push by Grasping: Using multiple tasks for effective learning

Lerrel Pinto, Abhinav Gupta

1609.09025

Sparsity Invariant CNNs

Jonas Uhrig, Nick Schneider, Lukas Schneider, Uwe Franke, Thomas Brox, Andreas Geiger

1708.06500

Grader variability and the importance of reference standards for evaluating machine learning models for diabetic retinopathy

Jonathan Krause, Varun Gulshan, Ehsan Rahimy, Peter Karth, Kasumi Widner, Greg S. Corrado, Lily Peng, Dale R. Webster

1710.01711

SNIP: Single-shot Network Pruning based on Connection Sensitivity

Namhoon Lee, Thalaiyasingam Ajanthan, Philip H. S. Torr

1810.02340

Sparse DNNs with Improved Adversarial Robustness

Yiwen Guo, Chao Zhang, Changshui Zhang, Yurong Chen

1810.09619

HyperNet: Towards Accurate Region Proposal Generation and Joint Object Detection

Tao Kong, Anbang Yao, Yurong Chen, Fuchun Sun

1604.00600

CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning

Pranav Rajpurkar, Jeremy Irvin, Kaylie Zhu, Brandon Yang, Hershel Mehta, Tony Duan, Daisy Ding, Aarti Bagul, Curtis Langlotz, Katie Shpanskaya, Matthew P. Lungren, Andrew Y. Ng

1711.05225

Scalable Vision Transformers with Hierarchical Pooling

Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai

2103.10619

Discriminatively Trained And-Or Graph Models for Object Shape Detection

Liang Lin, Xiaolong Wang, Wei Yang, Jian-Huang Lai

1502.00341

Deep Metric Learning for Practical Person Re-Identification

Dong Yi, Zhen Lei, Stan Z. Li

1407.4979

Learning to Generate Chairs, Tables and Cars with Convolutional Networks

Alexey Dosovitskiy, Jost Tobias Springenberg, Maxim Tatarchenko, Thomas Brox

1411.5928

Generating Images with Perceptual Similarity Metrics based on Deep Networks

Alexey Dosovitskiy, Thomas Brox

1602.02644

Look Wider to Match Image Patches with Convolutional Neural Networks

Haesol Park, Kyoung Mu Lee

1709.06248

HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions

Yongming Rao, Wenliang Zhao, Yansong Tang, Jie Zhou, Ser-Nam Lim, Jiwen Lu

2207.14284

DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation

Hao Chen, Xiaojuan Qi, Lequan Yu, Pheng-Ann Heng

1604.02677

EgoCap: Egocentric Marker-less Motion Capture with Two Fisheye Cameras (Extended Abstract)

Helge Rhodin, Christian Richardt, Dan Casas, Eldar Insafutdinov, Mohammad Shafiei, Hans-Peter Seidel, Bernt Schiele, Christian Theobalt

1701.00142

A Dataset for Developing and Benchmarking Active Vision

Phil Ammirato, Patrick Poirson, Eunbyung Park, Jana Kosecka, Alexander C. Berg

1702.08272

Image Transformer

Niki Parmar, Ashish Vaswani, Jakob Uszkoreit, Łukasz Kaiser, Noam Shazeer, Alexander Ku, Dustin Tran

1802.05751

MaxViT: Multi-Axis Vision Transformer

Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan Bovik, Yinxiao Li

2204.01697

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

Hoo-Chang Shin, Holger R. Roth, Mingchen Gao, Le Lu, Ziyue Xu, Isabella Nogues, Jianhua Yao, Daniel Mollura, Ronald M. Summers

1602.03409

Integrated perception with recurrent multi-task neural networks

Hakan Bilen, Andrea Vedaldi

1606.01735

Learning to Compare Image Patches via Convolutional Neural Networks

Sergey Zagoruyko, Nikos Komodakis

1504.03641

Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches

Jure Žbontar, Yann LeCun

1510.05970

MixFormer: End-to-End Tracking with Iterative Mixed Attention

Yutao Cui, Cheng Jiang, Limin Wang, Gangshan Wu

2203.11082

FlowNet: Learning Optical Flow with Convolutional Networks

Philipp Fischer, Alexey Dosovitskiy, Eddy Ilg, Philip Häusser, Caner Hazırbaş, Vladimir Golkov, Patrick van der Smagt, Daniel Cremers, Thomas Brox

1504.06852

Exploring Plain Vision Transformer Backbones for Object Detection

Yanghao Li, Hanzi Mao, Ross Girshick, Kaiming He

2203.16527

Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs

Xiaohan Ding, Xiangyu Zhang, Yizhuang Zhou, Jungong Han, Guiguang Ding, Jian Sun

2203.06717

Deep multi-scale video prediction beyond mean square error

Michael Mathieu, Camille Couprie, Yann LeCun

1511.05440

Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest

Korsuk Sirinukunwattana, Josien P. W. Pluim, Hao Chen, Xiaojuan Qi, Pheng-Ann Heng, Yun Bo Guo, Li Yang Wang, Bogdan J. Matuszewski, Elia Bruni, Urko Sanchez, Anton Böhm, Olaf Ronneberger, Bassem Ben Cheikh, Daniel Racoceanu, Philipp Kainz, Michael Pfeiffer, Martin Urschler, David R. J. Snead, Nasir M. Rajpoot

1603.00275

Detecting Twenty-thousand Classes using Image-level Supervision

Xingyi Zhou, Rohit Girdhar, Armand Joulin, Philipp Krähenbühl, Ishan Misra

2201.02605

FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes

David W. Romero, Robert-Jan Bruintjes, Jakub M. Tomczak, Erik J. Bekkers, Mark Hoogendoorn, Jan C. van Gemert

2110.08059

Patches Are All You Need?

Asher Trockman, J. Zico Kolter

2201.09792

Swin Transformer V2: Scaling Up Capacity and Resolution

Ze Liu, Han Hu, Yutong Lin, Zhuliang Yao, Zhenda Xie, Yixuan Wei, Jia Ning, Yue Cao, Zheng Zhang, Li Dong, Furu Wei, Baining Guo

2111.09883

CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers

Runsheng Xu, Zhengzhong Tu, Hao Xiang, Wei Shao, Bolei Zhou, Jiaqi Ma

2207.02202

A Battle of Network Structures: An Empirical Study of CNN, Transformer, and MLP

Yucheng Zhao, Guangting Wang, Chuanxin Tang, Chong Luo, Wenjun Zeng, Zheng-Jun Zha

2108.13002

MAXIM: Multi-Axis MLP for Image Processing

Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan Bovik, Yinxiao Li

2201.02973

Towards Fast Computation of Certified Robustness for ReLU Networks

Tsui-Wei Weng, Huan Zhang, Hongge Chen, Zhao Song, Cho-Jui Hsieh, Duane Boning, Inderjit S. Dhillon, Luca Daniel

1804.09699

EpicFlow: Edge-Preserving Interpolation of Correspondences for Optical Flow

Jerome Revaud, Philippe Weinzaepfel, Zaid Harchaoui, Cordelia Schmid

1501.02565

Computing the Stereo Matching Cost with a Convolutional Neural Network

Jure Žbontar, Yann LeCun

1409.4326

CBNet: A Composite Backbone Network Architecture for Object Detection

Tingting Liang, Xiaojie Chu, Yudong Liu, Yongtao Wang, Zhi Tang, Wei Chu, Jingdong Chen, Haibin Ling

2107.00420

MViTv2: Improved Multiscale Vision Transformers for Classification and Detection

Yanghao Li, Chao-Yuan Wu, Haoqi Fan, Karttikeya Mangalam, Bo Xiong, Jitendra Malik, Christoph Feichtenhofer

2112.01526

Robustness May Be at Odds with Accuracy

Dimitris Tsipras, Shibani Santurkar, Logan Engstrom, Alexander Turner, Aleksander Madry

1805.12152

EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition

Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman, Dima Damen

1908.08498

V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer

Runsheng Xu, Hao Xiang, Zhengzhong Tu, Xin Xia, Ming-Hsuan Yang, Jiaqi Ma

2203.10638

Tracking Objects as Pixel-wise Distributions

Zelin Zhao, Ze Wu, Yueqing Zhuang, Boxun Li, Jiaya Jia

2207.05518

Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings

Michael Wray, Diane Larlus, Gabriela Csurka, Dima Damen

1908.03477

EGO-TOPO: Environment Affordances from Egocentric Video

Tushar Nagarajan, Yanghao Li, Christoph Feichtenhofer, Kristen Grauman

2001.04583

Multi-Modal Domain Adaptation for Fine-Grained Action Recognition

Jonathan Munro, Dima Damen

2001.09691

DeMoN: Depth and Motion Network for Learning Monocular Stereo

Benjamin Ummenhofer, Huizhong Zhou, Jonas Uhrig, Nikolaus Mayer, Eddy Ilg, Alexey Dosovitskiy, Thomas Brox

1612.02401

Audiovisual SlowFast Networks for Video Recognition

Fanyi Xiao, Yong Jae Lee, Kristen Grauman, Jitendra Malik, Christoph Feichtenhofer

2001.08740

Semi-Supervised Deep Learning for Monocular Depth Map Prediction

Yevhen Kuznietsov, Jörg Stückler, Bastian Leibe

1702.02706

Play and Learn: Using Video Games to Train Computer Vision Models

Alireza Shafaei, James J. Little, Mark Schmidt

1608.01745

Learning to Count Objects in Natural Images for Visual Question Answering

Yan Zhang, Jonathon Hare, Adam Prügel-Bennett

1802.05766

Learning Human-Object Interactions by Graph Parsing Neural Networks

Siyuan Qi, Wenguan Wang, Baoxiong Jia, Jianbing Shen, Song-Chun Zhu

1808.07962

Learning Hand-Eye Coordination for Robotic Grasping with Deep Learning and Large-Scale Data Collection

Sergey Levine, Peter Pastor, Alex Krizhevsky, Deirdre Quillen

1603.02199

On Evaluation of Embodied Navigation Agents

Peter Anderson, Angel Chang, Devendra Singh Chaplot, Alexey Dosovitskiy, Saurabh Gupta, Vladlen Koltun, Jana Kosecka, Jitendra Malik, Roozbeh Mottaghi, Manolis Savva, Amir R. Zamir

1807.06757

Visual Interpretability for Deep Learning: a Survey

Quanshi Zhang, Song-Chun Zhu

1802.00614

On Offline Evaluation of Vision-based Driving Models

Felipe Codevilla, Antonio M. López, Vladlen Koltun, Alexey Dosovitskiy

1809.04843

Marr Revisited: 2D-3D Alignment via Surface Normal Prediction

Aayush Bansal, Bryan Russell, Abhinav Gupta

1604.01347

Representation Learning on Graphs with Jumping Knowledge Networks

Keyulu Xu, Chengtao Li, Yonglong Tian, Tomohiro Sonobe, Ken-ichi Kawarabayashi, Stefanie Jegelka

1806.03536

Particle Filter Networks with Application to Visual Localization

Peter Karkus, David Hsu, Wee Sun Lee

1805.08975

Understanding Neural Networks Through Deep Visualization

Jason Yosinski, Jeff Clune, Anh Nguyen, Thomas Fuchs, Hod Lipson

1506.06579

gvnn: Neural Network Library for Geometric Computer Vision

Ankur Handa, Michael Bloesch, Viorica Patraucean, Simon Stent, John McCormac, Andrew Davison

1607.07405

Learning to relate images: Mapping units, complex cells and simultaneous eigenspaces

Roland Memisevic

1110.0107

3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction

Christopher B. Choy, Danfei Xu, JunYoung Gwak, Kevin Chen, Silvio Savarese

1604.00449

The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation

Simon Jégou, Michal Drozdzal, David Vazquez, Adriana Romero, Yoshua Bengio

1611.09326

Learning to Poke by Poking: Experiential Learning of Intuitive Physics

Pulkit Agrawal, Ashvin Nair, Pieter Abbeel, Jitendra Malik, Sergey Levine

1606.07419

Learning Features by Watching Objects Move

Deepak Pathak, Ross Girshick, Piotr Dollár, Trevor Darrell, Bharath Hariharan

1612.06370

"What happens if..." Learning to Predict the Effect of Forces in Images

Roozbeh Mottaghi, Mohammad Rastegari, Abhinav Gupta, Ali Farhadi

1603.05600

Deep Domain Confusion: Maximizing for Domain Invariance

Eric Tzeng, Judy Hoffman, Ning Zhang, Kate Saenko, Trevor Darrell

1412.3474

Striving for Simplicity: The All Convolutional Net

Jost Tobias Springenberg, Alexey Dosovitskiy, Thomas Brox, Martin Riedmiller

1412.6806

Video-to-Video Synthesis

Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Guilin Liu, Andrew Tao, Jan Kautz, Bryan Catanzaro

1808.06601

Semi-convolutional Operators for Instance Segmentation

David Novotny, Samuel Albanie, Diane Larlus, Andrea Vedaldi

1807.10712

Driving Policy Transfer via Modularity and Abstraction

Matthias Müller, Alexey Dosovitskiy, Bernard Ghanem, Vladlen Koltun

1804.09364

Deeper Depth Prediction with Fully Convolutional Residual Networks

Iro Laina, Christian Rupprecht, Vasileios Belagiannis, Federico Tombari, Nassir Navab

1606.00373

Gibson Env: Real-World Perception for Embodied Agents

Fei Xia, Amir Zamir, Zhi-Yang He, Alexander Sax, Jitendra Malik, Silvio Savarese

1808.10654

Learning End-to-end Autonomous Driving using Guided Auxiliary Supervision

Ashish Mehta, Adithya Subramanian, Anbumani Subramanian

1808.10393

Deep Learning for Medical Image Analysis

Mina Rezaei, Haojin Yang, Christoph Meinel

1708.08987

A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation

Nikolaus Mayer, Eddy Ilg, Philip Häusser, Philipp Fischer, Daniel Cremers, Alexey Dosovitskiy, Thomas Brox

1512.02134

SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels

Matthias Fey, Jan Eric Lenssen, Frank Weichert, Heinrich Müller

1711.08920

Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression

Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Li Chen, Michael E. Kounavis, Duen Horng Chau

1705.02900

Autoencoding beyond pixels using a learned similarity metric

Anders Boesen Lindbo Larsen, Søren Kaae Sønderby, Hugo Larochelle, Ole Winther

1512.09300

Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition

Sijie Yan, Yuanjun Xiong, Dahua Lin

1801.07455

Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks

Arsalan Mousavian, Hamed Pirsiavash, Jana Kosecka

1604.07480

Deep Quaternion Networks

Chase Gaudet, Anthony Maida

1712.04604

Improved StyleGAN Embedding: Where are the Good Latents?

Peihao Zhu, Rameen Abdal, Yipeng Qin, John Femiani, Peter Wonka

2012.09036

Editing in Style: Uncovering the Local Semantics of GANs

Edo Collins, Raja Bala, Bob Price, Sabine Süsstrunk

2004.14367

GAN "Steerability" without optimization

Nurit Spingarn-Eliezer, Ron Banner, Tomer Michaeli

2012.05328

StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation

Zongze Wu, Dani Lischinski, Eli Shechtman

2011.12799

GANSpace: Discovering Interpretable GAN Controls

Erik Härkönen, Aaron Hertzmann, Jaakko Lehtinen, Sylvain Paris

2004.02546

State of the Art on Neural Rendering

Ayush Tewari, Ohad Fried, Justus Thies, Vincent Sitzmann, Stephen Lombardi, Kalyan Sunkavalli, Ricardo Martin-Brualla, Tomas Simon, Jason Saragih, Matthias Nießner, Rohit Pandey, Sean Fanello, Gordon Wetzstein, Jun-Yan Zhu, Christian Theobalt, Maneesh Agrawala, Eli Shechtman, Dan B Goldman, Michael Zollhöfer

2004.03805

In-Domain GAN Inversion for Real Image Editing

Jiapeng Zhu, Yujun Shen, Deli Zhao, Bolei Zhou

2004.00049

CAD2RL: Real Single-Image Flight without a Single Real Image

Fereshteh Sadeghi, Sergey Levine

1611.04201

DeepID3: Face Recognition with Very Deep Neural Networks

Yi Sun, Ding Liang, Xiaogang Wang, Xiaoou Tang

1502.00873

Region-based semantic segmentation with end-to-end training

Holger Caesar, Jasper Uijlings, Vittorio Ferrari

1607.07671

Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation

Gihyun Kwon, Jong Chul Ye

2103.16146

On Detecting Adversarial Perturbations

Jan Hendrik Metzen, Tim Genewein, Volker Fischer, Bastian Bischoff

1702.04267

Generative Adversarial Text to Image Synthesis

Scott Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, Honglak Lee

1605.05396

Attend, Infer, Repeat: Fast Scene Understanding with Generative Models

S. M. Ali Eslami, Nicolas Heess, Theophane Weber, Yuval Tassa, David Szepesvari, Koray Kavukcuoglu, Geoffrey E. Hinton

1603.08575

Robustness of classifiers: from adversarial to random noise

Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard

1608.08967

Estimating Depth from Monocular Images as Classification Using Deep Fully Convolutional Residual Networks

Yuanzhouhan Cao, Zifeng Wu, Chunhua Shen

1605.02305

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

Matthew Tancik, Pratul P. Srinivasan, Ben Mildenhall, Sara Fridovich-Keil, Nithin Raghavan, Utkarsh Singhal, Ravi Ramamoorthi, Jonathan T. Barron, Ren Ng

2006.10739

L2-constrained Softmax Loss for Discriminative Face Verification

Rajeev Ranjan, Carlos D. Castillo, Rama Chellappa

1703.09507

Virtual Worlds as Proxy for Multi-Object Tracking Analysis

Adrien Gaidon, Qiao Wang, Yohann Cabon, Eleonora Vig

1605.06457

End-to-End Learning of Geometry and Context for Deep Stereo Regression

Alex Kendall, Hayk Martirosyan, Saumitro Dasgupta, Peter Henry, Ryan Kennedy, Abraham Bachrach, Adam Bry

1703.04309

MegaFace: A Million Faces for Recognition at Scale

D. Miller, E. Brossard, S. Seitz, I. Kemelmacher-Shlizerman

1505.02108

VConv-DAE: Deep Volumetric Shape Learning Without Object Labels

Abhishek Sharma, Oliver Grau, Mario Fritz

1604.03755

Annotating Object Instances with a Polygon-RNN

Lluis Castrejon, Kaustav Kundu, Raquel Urtasun, Sanja Fidler

1704.05548

Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?

Rameen Abdal, Yipeng Qin, Peter Wonka

1904.03189

Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, Dhruv Batra

1610.02391

Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision

Xinchen Yan, Jimei Yang, Ersin Yumer, Yijie Guo, Honglak Lee

1612.00814

Range Loss for Deep Face Recognition with Long-tail

Xiao Zhang, Zhiyuan Fang, Yandong Wen, Zhifeng Li, Yu Qiao

1611.08976

Learning Dense Correspondence via 3D-guided Cycle Consistency

Tinghui Zhou, Philipp Krähenbühl, Mathieu Aubry, Qixing Huang, Alexei A. Efros

1604.05383

ShapeNet: An Information-Rich 3D Model Repository

Angel X. Chang, Thomas Funkhouser, Leonidas Guibas, Pat Hanrahan, Qixing Huang, Zimo Li, Silvio Savarese, Manolis Savva, Shuran Song, Hao Su, Jianxiong Xiao, Li Yi, Fisher Yu

1512.03012

Searching for MobileNetV3

Andrew Howard, Mark Sandler, Grace Chu, Liang-Chieh Chen, Bo Chen, Mingxing Tan, Weijun Wang, Yukun Zhu, Ruoming Pang, Vijay Vasudevan, Quoc V. Le, Hartwig Adam

1905.02244

From Recognition to Cognition: Visual Commonsense Reasoning

Rowan Zellers, Yonatan Bisk, Ali Farhadi, Yejin Choi

1811.10830

Distilling Object Detectors with Fine-grained Feature Imitation

Tao Wang, Li Yuan, Xiaopeng Zhang, Jiashi Feng

1906.03609

Learning to Localize Sound Source in Visual Scenes

Arda Senocak, Tae-Hyun Oh, Junsik Kim, Ming-Hsuan Yang, In So Kweon

1803.03849

Inferring and Executing Programs for Visual Reasoning

Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Judy Hoffman, Li Fei-Fei, C. Lawrence Zitnick, Ross Girshick

1705.03633

TransVOD: End-to-End Video Object Detection with Spatial-Temporal Transformers

Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, Dacheng Tao

2201.05047

Resolution learning in deep convolutional networks using scale-space theory

Silvia L. Pintea, Nergis Tomen, Stanley F. Goes, Marco Loog, Jan C. van Gemert

2106.03412

Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog

Shen Gao, Xiuying Chen, Chang Liu, Li Liu, Dongyan Zhao, Rui Yan

2003.04679

A Large Dataset of Object Scans

Sungjoon Choi, Qian-Yi Zhou, Stephen Miller, Vladlen Koltun

1602.02481

HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips

Antoine Miech, Dimitri Zhukov, Jean-Baptiste Alayrac, Makarand Tapaswi, Ivan Laptev, Josef Sivic

1906.03327

CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows

Xiaoyi Dong, Jianmin Bao, Dongdong Chen, Weiming Zhang, Nenghai Yu, Lu Yuan, Dong Chen, Baining Guo

2107.00652

Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks

Alexey Dosovitskiy, Philipp Fischer, Jost Tobias Springenberg, Martin Riedmiller, Thomas Brox

1406.6909

Dual Encoding for Zero-Example Video Retrieval

Jianfeng Dong, Xirong Li, Chaoxi Xu, Shouling Ji, Yuan He, Gang Yang, Xun Wang

1809.06181

AI2-THOR: An Interactive 3D Environment for Visual AI

Eric Kolve, Roozbeh Mottaghi, Winson Han, Eli VanderBilt, Luca Weihs, Alvaro Herrasti, Matt Deitke, Kiana Ehsani, Daniel Gordon, Yuke Zhu, Aniruddha Kembhavi, Abhinav Gupta, Ali Farhadi

1712.05474

The Curious Robot: Learning Visual Representations via Physical Interactions

Lerrel Pinto, Dhiraj Gandhi, Yuanfeng Han, Yong-Lae Park, Abhinav Gupta

1604.01360

Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue

Ravi Garg, Vijay Kumar BG, Gustavo Carneiro, Ian Reid

1603.04992

Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation

Lewei Yao, Renjie Pi, Hang Xu, Wei Zhang, Zhenguo Li, Tong Zhang

2105.12971

Global Context Vision Transformers

Ali Hatamizadeh, Hongxu Yin, Greg Heinrich, Jan Kautz, Pavlo Molchanov

2206.09959

VideoGraph: Recognizing Minutes-Long Human Activities in Videos

Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders

1905.05143

SceneNet: Understanding Real World Indoor Scenes With Synthetic Data

Ankur Handa, Viorica Patraucean, Vijay Badrinarayanan, Simon Stent, Roberto Cipolla

1511.07041

Synthesizing Images of Humans in Unseen Poses

Guha Balakrishnan, Amy Zhao, Adrian V. Dalca, Fredo Durand, John Guttag

1804.07739

2.5D Visual Sound

Ruohan Gao, Kristen Grauman

1812.04204

A Sufficient Condition for Convergences of Adam and RMSProp

Fangyu Zou, Li Shen, Zequn Jie, Weizhong Zhang, Wei Liu

1811.09358

Learning Visual Predictive Models of Physics for Playing Billiards

Katerina Fragkiadaki, Pulkit Agrawal, Sergey Levine, Jitendra Malik

1511.07404

On Pre-Trained Image Features and Synthetic Images for Deep Learning

Stefan Hinterstoisser, Vincent Lepetit, Paul Wohlhart, Kurt Konolige

1710.10710

Dynamic Routing Between Capsules

Sara Sabour, Nicholas Frosst, Geoffrey E Hinton

1710.09829

Generating Images from Captions with Attention

Elman Mansimov, Emilio Parisotto, Jimmy Lei Ba, Ruslan Salakhutdinov

1511.02793

Tracking Emerges by Colorizing Videos

Carl Vondrick, Abhinav Shrivastava, Alireza Fathi, Sergio Guadarrama, Kevin Murphy

1806.09594

Learning to Perform Physics Experiments via Deep Reinforcement Learning

Misha Denil, Pulkit Agrawal, Tejas D Kulkarni, Tom Erez, Peter Battaglia, Nando de Freitas

1611.01843

Unsupervised Discovery of Interpretable Directions in the GAN Latent Space

Andrey Voynov, Artem Babenko

2002.03754

InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs

Yujun Shen, Ceyuan Yang, Xiaoou Tang, Bolei Zhou

2005.09635

StyleRig: Rigging StyleGAN for 3D Control over Portrait Images

Ayush Tewari, Mohamed Elgharib, Gaurav Bharaj, Florian Bernard, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt

2004.00121

Controlling generative models with continuous factors of variations

Antoine Plumerault, Hervé Le Borgne, Céline Hudelot

2001.10238

Deep Hierarchical Parsing for Semantic Segmentation

Abhishek Sharma, Oncel Tuzel, David W. Jacobs

1503.02725

Closed-Form Factorization of Latent Semantics in GANs

Yujun Shen, Bolei Zhou

2007.06600

A study of the effect of JPG compression on adversarial images

Gintare Karolina Dziugaite, Zoubin Ghahramani, Daniel M. Roy

1608.00853

The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement

William Peebles, John Peebles, Jun-Yan Zhu, Alexei Efros, Antonio Torralba

2008.10599

Measuring Neural Net Robustness with Constraints

Osbert Bastani, Yani Ioannou, Leonidas Lampropoulos, Dimitrios Vytiniotis, Aditya Nori, Antonio Criminisi

1605.07262

Training Generative Adversarial Networks with Limited Data

Tero Karras, Miika Aittala, Janne Hellsten, Samuli Laine, Jaakko Lehtinen, Timo Aila

2006.06676

Manitest: Are classifiers really invariant?

Alhussein Fawzi, Pascal Frossard

1507.06535

Improving the Robustness of Deep Neural Networks via Stability Training

Stephan Zheng, Yang Song, Thomas Leung, Ian Goodfellow

1604.04326

3D Morphable Face Models -- Past, Present and Future

Bernhard Egger, William A. P. Smith, Ayush Tewari, Stefanie Wuhrer, Michael Zollhoefer, Thabo Beeler, Florian Bernard, Timo Bolkart, Adam Kortylewski, Sami Romdhani, Christian Theobalt, Volker Blanz, Thomas Vetter

1909.01815

DeepFool: a simple and accurate method to fool deep neural networks

Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Pascal Frossard

1511.04599

Deeply learned face representations are sparse, selective, and robust

Yi Sun, Xiaogang Wang, Xiaoou Tang

1412.1265

Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis

Ceyuan Yang, Yujun Shen, Bolei Zhou

1911.09267

Specifying Object Attributes and Relations in Interactive Scene Generation

Oron Ashual, Lior Wolf

1909.05379

Foveation-based Mechanisms Alleviate Adversarial Examples

Yan Luo, Xavier Boix, Gemma Roig, Tomaso Poggio, Qi Zhao

1511.06292

Multi-modality Latent Interaction Network for Visual Question Answering

Peng Gao, Haoxuan You, Zhanpeng Zhang, Xiaogang Wang, Hongsheng Li

1908.04289

Learning Face Representation from Scratch

Dong Yi, Zhen Lei, Shengcai Liao, Stan Z. Li

1411.7923

Adversarial Manipulation of Deep Representations

Sara Sabour, Yanshuai Cao, Fartash Faghri, David J. Fleet

1511.05122

DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks

Martin Rajchl, Matthew C. H. Lee, Ozan Oktay, Konstantinos Kamnitsas, Jonathan Passerat-Palmbach, Wenjia Bai, Mellisa Damodaram, Mary A. Rutherford, Joseph V. Hajnal, Bernhard Kainz, Daniel Rueckert

1605.07866

Learning a Predictable and Generative Vector Representation for Objects

Rohit Girdhar, David F. Fouhey, Mikel Rodriguez, Abhinav Gupta

1603.08637

Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis

Jimei Yang, Scott Reed, Ming-Hsuan Yang, Honglak Lee

1601.00706

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li, Yu Qiao

1604.02878

Targeting Ultimate Accuracy: Face Recognition via Deep Embedding

Jingtuo Liu, Yafeng Deng, Tao Bai, Zhengping Wei, Chang Huang

1506.07310

To Fall Or Not To Fall: A Visual Approach to Physical Stability Prediction

Wenbin Li, Seyedmajid Azimi, Aleš Leonardis, Mario Fritz

1604.00066

A Dataset for Improved RGBD-based Object Detection and Pose Estimation for Warehouse Pick-and-Place

Colin Rennie, Rahul Shome, Kostas E. Bekris, Alberto F. De Souza

1509.01277

Unsupervised Learning of 3D Structure from Images

Danilo Jimenez Rezende, S. M. Ali Eslami, Shakir Mohamed, Peter Battaglia, Max Jaderberg, Nicolas Heess

1607.00662

Sparse and Dense Data with CNNs: Depth Completion and Semantic Segmentation

Maximilian Jaritz, Raoul de Charette, Emilie Wirbel, Xavier Perrotton, Fawzi Nashashibi

1808.00769

Learning from Synthetic Humans

Gül Varol, Javier Romero, Xavier Martin, Naureen Mahmood, Michael J. Black, Ivan Laptev, Cordelia Schmid

1701.01370

Synthesizing Training Data for Object Detection in Indoor Scenes

Georgios Georgakis, Arsalan Mousavian, Alexander C. Berg, Jana Kosecka

1702.07836

VSE++: Improving Visual-Semantic Embeddings with Hard Negatives

Fartash Faghri, David J. Fleet, Jamie Ryan Kiros, Sanja Fidler

1707.05612

Image-Question-Answer Synergistic Network for Visual Dialog

Dalu Guo, Chang Xu, Dacheng Tao

1902.09774

Predicting Visual Features from Text for Image and Video Caption Retrieval

Jianfeng Dong, Xirong Li, Cees G. M. Snoek

1709.01362

On the Efficacy of Knowledge Distillation

Jang Hyun Cho, Bharath Hariharan

1910.01348

Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection

Debidatta Dwibedi, Ishan Misra, Martial Hebert

1708.01642

Object Hallucination in Image Captioning

Anna Rohrbach, Lisa Anne Hendricks, Kaylee Burns, Trevor Darrell, Kate Saenko

1809.02156

Pose Guided Person Image Generation

Liqian Ma, Xu Jia, Qianru Sun, Bernt Schiele, Tinne Tuytelaars, Luc Van Gool

1705.09368

Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning

Mitchell Wortsman, Kiana Ehsani, Mohammad Rastegari, Ali Farhadi, Roozbeh Mottaghi

1812.00971

Search to Distill: Pearls are Everywhere but not the Eyes

Yu Liu, Xuhui Jia, Mingxing Tan, Raviteja Vemulapalli, Yukun Zhu, Bradley Green, Xiaogang Wang

1911.09074

Distilling Object Detectors with Task Adaptive Regularization

Ruoyu Sun, Fuhui Tang, Xiaopeng Zhang, Hongkai Xiong, Qi Tian

2006.13108

BB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting the 3D Poses of Challenging Objects without Using Depth

Mahdi Rad, Vincent Lepetit

1703.10896

Deep Independently Recurrent Neural Network (IndRNN)

Shuai Li, Wanqing Li, Chris Cook, Yanbo Gao

1910.06251

Visual Semantic Navigation using Scene Priors

Wei Yang, Xiaolong Wang, Ali Farhadi, Abhinav Gupta, Roozbeh Mottaghi

1810.06543

SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection

Lewei Yao, Hang Xu, Wei Zhang, Xiaodan Liang, Zhenguo Li

1911.09929

Deep Scale-spaces: Equivariance Over Scale

Daniel E. Worrall, Max Welling

1905.11697

Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks

Junyuan Xie, Ross Girshick, Ali Farhadi

1604.03650

DeepStereo: Learning to Predict New Views from the World's Imagery

John Flynn, Ivan Neulander, James Philbin, Noah Snavely

1506.06825

EfficientDet: Scalable and Efficient Object Detection

Mingxing Tan, Ruoming Pang, Quoc V. Le

1911.09070

Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions

Vijay Kumar B G, Gustavo Carneiro, Ian Reid

1512.09272

Seeing Voices and Hearing Faces: Cross-modal biometric matching

Arsha Nagrani, Samuel Albanie, Andrew Zisserman

1804.00326

Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding

Alex Kendall, Vijay Badrinarayanan, Roberto Cipolla

1511.02680

The Conversation: Deep Audio-Visual Speech Enhancement

Triantafyllos Afouras, Joon Son Chung, Andrew Zisserman

1804.04121

Audio-Visual Event Localization in Unconstrained Videos

Yapeng Tian, Jing Shi, Bochen Li, Zhiyao Duan, Chenliang Xu

1803.08842

Learning to Separate Object Sounds by Watching Unlabeled Video

Ruohan Gao, Rogerio Feris, Kristen Grauman

1804.01665

Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input

David Harwath, Adrià Recasens, Dídac Surís, Galen Chuang, Antonio Torralba, James Glass

1804.01452

The Sound of Pixels

Hang Zhao, Chuang Gan, Andrew Rouditchenko, Carl Vondrick, Josh McDermott, Antonio Torralba

1804.03160

Visualizing Deep Neural Network Decisions: Prediction Difference Analysis

Luisa M Zintgraf, Taco S Cohen, Tameem Adel, Max Welling

1702.04595

Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images

Manuel Watter, Jost Tobias Springenberg, Joschka Boedecker, Martin Riedmiller

1506.07365

DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving

Chenyi Chen, Ari Seff, Alain Kornhauser, Jianxiong Xiao

1505.00256

Generative and Discriminative Voxel Modeling with Convolutional Neural Networks

Andrew Brock, Theodore Lim, J. M. Ritchie, Nick Weston

1608.04236

End-to-end Concept Word Detection for Video Captioning, Retrieval, and Question Answering

Youngjae Yu, Hyungjin Ko, Jongwook Choi, Gunhee Kim

1610.02947

Part-based Graph Convolutional Network for Action Recognition

Kalpit Thakkar, P J Narayanan

1809.04983

Deep High-Resolution Representation Learning for Visual Recognition

Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu, Mingkui Tan, Xinggang Wang, Wenyu Liu, Bin Xiao

1908.07919

A Comprehensive Overhaul of Feature Distillation

Byeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak, Jin Young Choi

1904.01866

Learning Two-Branch Neural Networks for Image-Text Matching Tasks

Liwei Wang, Yin Li, Jing Huang, Svetlana Lazebnik

1704.03470

A Self-supervised Learning System for Object Detection using Physics Simulation and Multi-view Pose Estimation

Chaitanya Mitash, Kostas E. Bekris, Abdeslam Boularias

1703.03347

Training a Feedback Loop for Hand Pose Estimation

Markus Oberweger, Paul Wohlhart, Vincent Lepetit

1609.09698

Discriminability objective for training descriptive captions

Ruotian Luo, Brian Price, Scott Cohen, Gregory Shakhnarovich

1803.04376

Going Further with Point Pair Features

Stefan Hinterstoisser, Vincent Lepetit, Naresh Rajkumar, Kurt Konolige

1711.04061

SegICP: Integrated Deep Semantic Segmentation and Pose Estimation

Jay M. Wong, Vincent Kee, Tiffany Le, Syler Wagner, Gian-Luca Mariottini, Abraham Schneider, Lei Hamilton, Rahul Chipalkatty, Mitchell Hebert, David M. S. Johnson, Jimmy Wu, Bolei Zhou, Antonio Torralba

1703.01661

View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition

Pengfei Zhang, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jianru Xue, Nanning Zheng

1804.07453

VoxCeleb2: Deep Speaker Recognition

Joon Son Chung, Arsha Nagrani, Andrew Zisserman

1806.05622

Visual to Sound: Generating Natural Sound for Videos in the Wild

Yipin Zhou, Zhaowen Wang, Chen Fang, Trung Bui, Tamara L. Berg

1712.01393

T-LESS: An RGB-D Dataset for 6D Pose Estimation of Texture-less Objects

Tomas Hodan, Pavel Haluza, Stepan Obdrzalek, Jiri Matas, Manolis Lourakis, Xenophon Zabulis

1701.05498

Transformation Properties of Learned Visual Representations

Taco S. Cohen, Max Welling

1412.7659

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Andrew G. Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco Andreetto, Hartwig Adam

1704.04861

Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation

Chao Li, Qiaoyong Zhong, Di Xie, Shiliang Pu

1804.06055

Looking to Listen at the Cocktail Party: A Speaker-Independent Audio-Visual Model for Speech Separation

Ariel Ephrat, Inbar Mosseri, Oran Lang, Tali Dekel, Kevin Wilson, Avinatan Hassidim, William T. Freeman, Michael Rubinstein

1804.03619

Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images

Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz

1703.10660

Apprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy

Asit Mishra, Debbie Marr

1711.05852

Objects that Sound

Relja Arandjelović, Andrew Zisserman

1712.06651

Look, Listen and Learn

Relja Arandjelović, Andrew Zisserman

1705.08168

CNN features are also great at unsupervised classification

Joris Guérin, Olivier Gibaru, Stéphane Thiery, Eric Nyiri

1707.01700

Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models

Songwei Ge, Seungjun Nah, Guilin Liu, Tyler Poon, Andrew Tao, Bryan Catanzaro, David Jacobs, Jia-Bin Huang, Ming-Yu Liu, Yogesh Balaji

2305.10474

Scaling Up Vision-Language Pre-training for Image Captioning

Xiaowei Hu, Zhe Gan, Jianfeng Wang, Zhengyuan Yang, Zicheng Liu, Yumao Lu, Lijuan Wang

2111.12233

DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition

Jeff Donahue, Yangqing Jia, Oriol Vinyals, Judy Hoffman, Ning Zhang, Eric Tzeng, Trevor Darrell

1310.1531

Stochastic Video Generation with a Learned Prior

Remi Denton, Rob Fergus

1802.07687

Generating 3D faces using Convolutional Mesh Autoencoders

Anurag Ranjan, Timo Bolkart, Soubhik Sanyal, Michael J. Black

1807.10267

Complete Dictionary Recovery over the Sphere

Ju Sun, Qing Qu, John Wright

1504.06785

Efficient Training of Visual Transformers with Small Datasets

Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai

2106.03746

Supervised Contrastive Learning

Prannay Khosla, Piotr Teterwak, Chen Wang, Aaron Sarna, Yonglong Tian, Phillip Isola, Aaron Maschinot, Ce Liu, Dilip Krishnan

2004.11362

Invertible Residual Networks

Jens Behrmann, Will Grathwohl, Ricky T. Q. Chen, David Duvenaud, Jörn-Henrik Jacobsen

1811.00995

Intriguing Properties of Vision Transformers

Muzammal Naseer, Kanchana Ranasinghe, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang

2105.10497

Multi-view Convolutional Neural Networks for 3D Shape Recognition

Hang Su, Subhransu Maji, Evangelos Kalogerakis, Erik Learned-Miller

1505.00880

Segmenter: Transformer for Semantic Segmentation

Robin Strudel, Ricardo Garcia, Ivan Laptev, Cordelia Schmid

2105.05633

Deep Fragment Embeddings for Bidirectional Image Sentence Mapping

Andrej Karpathy, Armand Joulin, Li Fei-Fei

1406.5679

VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning

Adrien Bardes, Jean Ponce, Yann LeCun

2105.04906

Image Super-Resolution Using Very Deep Residual Channel Attention Networks

Yulun Zhang, Kunpeng Li, Kai Li, Lichen Wang, Bineng Zhong, Yun Fu

1807.02758

Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet

Li Yuan, Yunpeng Chen, Tao Wang, Weihao Yu, Yujun Shi, Zihang Jiang, Francis EH Tay, Jiashi Feng, Shuicheng Yan

2101.11986

ViViT: A Video Vision Transformer

Anurag Arnab, Mostafa Dehghani, Georg Heigold, Chen Sun, Mario Lučić, Cordelia Schmid

2103.15691

Vision Transformers are Robust Learners

Sayak Paul, Pin-Yu Chen

2105.07581

Whitening for Self-Supervised Representation Learning

Aleksandr Ermolov, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe

2007.06346

Big Self-Supervised Models are Strong Semi-Supervised Learners

Ting Chen, Simon Kornblith, Kevin Swersky, Mohammad Norouzi, Geoffrey Hinton

2006.10029

CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features

Sangdoo Yun, Dongyoon Han, Seong Joon Oh, Sanghyuk Chun, Junsuk Choe, Youngjoon Yoo

1905.04899

Dark Model Adaptation: Semantic Image Segmentation from Daytime to Nighttime

Dengxin Dai, Luc Van Gool

1810.02575

Self-supervised learning of a facial attribute embedding from video

Olivia Wiles, A. Sophia Koepke, Andrew Zisserman

1808.06882

Video Representation Learning by Dense Predictive Coding

Tengda Han, Weidi Xie, Andrew Zisserman

1909.04656

Spatially Adaptive Computation Time for Residual Networks

Michael Figurnov, Maxwell D. Collins, Yukun Zhu, Li Zhang, Jonathan Huang, Dmitry Vetrov, Ruslan Salakhutdinov

1612.02297

Grasp2Vec: Learning Object Representations from Self-Supervised Grasping

Eric Jang, Coline Devin, Vincent Vanhoucke, Sergey Levine

1811.06964

Image Restoration using Total Variation Regularized Deep Image Prior

Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov

1810.12864

LCNN: Lookup-based Convolutional Neural Network

Hessam Bagherinezhad, Mohammad Rastegari, Ali Farhadi

1611.06473

Self-Supervised GANs via Auxiliary Rotation Loss

Ting Chen, Xiaohua Zhai, Marvin Ritter, Mario Lucic, Neil Houlsby

1811.11212

Neural Nearest Neighbors Networks

Tobias Plötz, Stefan Roth

1810.12575

Fast ConvNets Using Group-wise Brain Damage

Vadim Lebedev, Victor Lempitsky

1506.02515

Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks

Reinhard Heckel, Paul Hand

1810.03982

Non-Local Recurrent Network for Image Restoration

Ding Liu, Bihan Wen, Yuchen Fan, Chen Change Loy, Thomas S. Huang

1806.02919

Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks

Wei-Sheng Lai, Jia-Bin Huang, Narendra Ahuja, Ming-Hsuan Yang

1710.01992

Deep Back-Projection Networks For Super-Resolution

Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita

1803.02735

Prototypical Contrastive Learning of Unsupervised Representations

Junnan Li, Pan Zhou, Caiming Xiong, Steven C. H. Hoi

2005.04966

1st Place Solution of LVIS Challenge 2020: A Good Box is not a Guarantee of a Good Mask

Jingru Tan, Gang Zhang, Hanming Deng, Changbao Wang, Lewei Lu, Quanquan Li, Jifeng Dai

2009.01559

What Makes for Good Views for Contrastive Learning?

Yonglong Tian, Chen Sun, Ben Poole, Dilip Krishnan, Cordelia Schmid, Phillip Isola

2005.10243

Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect

Kaihua Tang, Jianqiang Huang, Hanwang Zhang

2009.12991

Actor and Observer: Joint Modeling of First and Third-Person Videos

Gunnar A. Sigurdsson, Abhinav Gupta, Cordelia Schmid, Ali Farhadi, Karteek Alahari

1804.09627

Rethinking Pre-training and Self-training

Barret Zoph, Golnaz Ghiasi, Tsung-Yi Lin, Yin Cui, Hanxiao Liu, Ekin D. Cubuk, Quoc V. Le

2006.06882

Feature Pyramid Networks for Object Detection

Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, Serge Belongie

1612.03144

On Self Modulation for Generative Adversarial Networks

Ting Chen, Mario Lucic, Neil Houlsby, Sylvain Gelly

1810.01365

Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors

Oran Gafni, Adam Polyak, Oron Ashual, Shelly Sheynin, Devi Parikh, Yaniv Taigman

2203.13131

Least Squares Generative Adversarial Networks

Xudong Mao, Qing Li, Haoran Xie, Raymond Y. K. Lau, Zhen Wang, Stephen Paul Smolley

1611.04076

Learning to Find Good Correspondences

Kwang Moo Yi, Eduard Trulls, Yuki Ono, Vincent Lepetit, Mathieu Salzmann, Pascal Fua

1711.05971

FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising

Kai Zhang, Wangmeng Zuo, Lei Zhang

1710.04026

Robustness via curvature regularization, and vice versa

Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Jonathan Uesato, Pascal Frossard

1811.09716

Feature Denoising for Improving Adversarial Robustness

Cihang Xie, Yuxin Wu, Laurens van der Maaten, Alan Yuille, Kaiming He

1812.03411

Self-Supervised Learning of Pretext-Invariant Representations

Ishan Misra, Laurens van der Maaten

1912.01991

Self-labelling via simultaneous clustering and representation learning

Yuki Markus Asano, Christian Rupprecht, Andrea Vedaldi

1911.05371

Learning a Discriminative Feature Network for Semantic Segmentation

Changqian Yu, Jingbo Wang, Chao Peng, Changxin Gao, Gang Yu, Nong Sang

1804.09337

Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries

Jawadul H. Bappy, Cody Simons, Lakshmanan Nataraj, B. S. Manjunath, Amit K. Roy-Chowdhury

1903.02495

Mode Regularized Generative Adversarial Networks

Tong Che, Yanran Li, Athul Paul Jacob, Yoshua Bengio, Wenjie Li

1612.02136

A Simple Background Augmentation Method for Object Detection with Diffusion Model

Yuhang Li, Xin Dong, Chen Chen, Weiming Zhuang, Lingjuan Lyu

2408.00350

OmniGen: Unified Image Generation

Shitao Xiao, Yueze Wang, Junjie Zhou, Huaying Yuan, Xingrun Xing, Ruiran Yan, Chaofan Li, Shuting Wang, Tiejun Huang, Zheng Liu

2409.11340

Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Peng Wang, Shuai Bai, Sinan Tan, Shijie Wang, Zhihao Fan, Jinze Bai, Keqin Chen, Xuejing Liu, Jialin Wang, Wenbin Ge, Yang Fan, Kai Dang, Mengfei Du, Xuancheng Ren, Rui Men, Dayiheng Liu, Chang Zhou, Jingren Zhou, Junyang Lin

2409.12191

Detecting, Explaining, and Mitigating Memorization in Diffusion Models

Yuxin Wen, Yuchen Liu, Chen Chen, Lingjuan Lyu

2407.21720

FaceForensics++: Learning to Detect Manipulated Facial Images

Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner

1901.08971

Multi-task Learning For Detecting and Segmenting Manipulated Facial Images and Videos

Huy H. Nguyen, Fuming Fang, Junichi Yamagishi, Isao Echizen

1906.06876

Blended Latent Diffusion

Omri Avrahami, Ohad Fried, Dani Lischinski

2206.02779

Multi-scale Orderless Pooling of Deep Convolutional Activation Features

Yunchao Gong, Liwei Wang, Ruiqi Guo, Svetlana Lazebnik

1403.1840

DeepPose: Human Pose Estimation via Deep Neural Networks

Alexander Toshev, Christian Szegedy

1312.4659

Deferred Neural Rendering: Image Synthesis using Neural Textures

Justus Thies, Michael Zollhöfer, Matthias Nießner

1904.12356

FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces

Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner

1803.09179

DeepFakes: a New Threat to Face Recognition? Assessment and Detection

Pavel Korshunov, Sebastien Marcel

1812.08685

Deep Appearance Models for Face Rendering

Stephen Lombardi, Jason Saragih, Tomas Simon, Yaser Sheikh

1808.00362

Recurrent Convolutional Strategies for Face Manipulation Detection in Videos

Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal, Wael AbdAlmageed, Iacopo Masi, Prem Natarajan

1905.00582

The Curse of Recursion: Training on Generated Data Makes Models Forget

Ilia Shumailov, Zakhar Shumaylov, Yiren Zhao, Yarin Gal, Nicolas Papernot, Ross Anderson

2305.17493

DreamFusion: Text-to-3D using 2D Diffusion

Ben Poole, Ajay Jain, Jonathan T. Barron, Ben Mildenhall

2209.14988

Exposing Deep Fakes Using Inconsistent Head Poses

Xin Yang, Yuezun Li, Siwei Lyu

1811.00661

Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu

2206.10789

SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning

Yan Wang, Wei-Lun Chao, Kilian Q. Weinberger, Laurens van der Maaten

1911.04623

Phenaki: Variable Length Video Generation From Open Domain Textual Description

Ruben Villegas, Mohammad Babaeizadeh, Pieter-Jan Kindermans, Hernan Moraldo, Han Zhang, Mohammad Taghi Saffar, Santiago Castro, Julius Kunze, Dumitru Erhan

2210.02399

Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective

Muhammad Abdullah Jamal, Matthew Brown, Ming-Hsuan Yang, Liqiang Wang, Boqing Gong

2003.10780

Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets

Tong Wu, Qingqiu Huang, Ziwei Liu, Yu Wang, Dahua Lin

2007.09654

Audio-Visual Instance Discrimination with Cross-Modal Agreement

Pedro Morgado, Nuno Vasconcelos, Ishan Misra

2004.12943

Data Augmentation Generative Adversarial Networks

Antreas Antoniou, Amos Storkey, Harrison Edwards

1711.04340

A Simple Semi-Supervised Learning Framework for Object Detection

Kihyuk Sohn, Zizhao Zhang, Chun-Liang Li, Han Zhang, Chen-Yu Lee, Tomas Pfister

2005.04757

Big Transfer (BiT): General Visual Representation Learning

Alexander Kolesnikov, Lucas Beyer, Xiaohua Zhai, Joan Puigcerver, Jessica Yung, Sylvain Gelly, Neil Houlsby

1912.11370

Semi-supervised Vocabulary-informed Learning

Yanwei Fu, Leonid Sigal

1604.07093

Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence

Arslan Chaudhry, Puneet K. Dokania, Thalaiyasingam Ajanthan, Philip H. S. Torr

1801.10112

Deep CORAL: Correlation Alignment for Deep Domain Adaptation

Baochen Sun, Kate Saenko

1607.01719

Wasserstein Divergence for GANs

Jiqing Wu, Zhiwu Huang, Janine Thoma, Dinesh Acharya, Luc Van Gool

1712.01026

Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation

Yuhui Yuan, Xiaokang Chen, Xilin Chen, Jingdong Wang

1909.11065

ResNet strikes back: An improved training procedure in timm

Ross Wightman, Hugo Touvron, Hervé Jégou

2110.00476

SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension

Bohao Li, Rui Wang, Guangzhi Wang, Yuying Ge, Yixiao Ge, Ying Shan

2307.16125

Efficient Transformers: A Survey

Yi Tay, Mostafa Dehghani, Dara Bahri, Donald Metzler

2009.06732

ACFNet: Attentional Class Feature Network for Semantic Segmentation

Fan Zhang, Yanqin Chen, Zhihang Li, Zhibin Hong, Jingtuo Liu, Feifei Ma, Junyu Han, Errui Ding

1909.09408

Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training

Yujun Lin, Song Han, Huizi Mao, Yu Wang, William J. Dally

1712.01887

SegFix: Model-Agnostic Boundary Refinement for Segmentation

Yuhui Yuan, Jingyi Xie, Xilin Chen, Jingdong Wang

2007.04269

MesoNet: a Compact Facial Video Forgery Detection Network

Darius Afchar, Vincent Nozick, Junichi Yamagishi, Isao Echizen

1809.00888

Hierarchical Multi-Scale Attention for Semantic Segmentation

Andrew Tao, Karan Sapra, Bryan Catanzaro

2005.10821

Learning Compositional Neural Information Fusion for Human Parsing

Wenguan Wang, Zhijie Zhang, Siyuan Qi, Jianbing Shen, Yanwei Pang, Ling Shao

2001.06804

Adaptive Context Network for Scene Parsing

Jun Fu, Jing Liu, Yuhang Wang, Yong Li, Yongjun Bao, Jinhui Tang, Hanqing Lu

1911.01664

ZeroQ: A Novel Zero Shot Quantization Framework

Yaohui Cai, Zhewei Yao, Zhen Dong, Amir Gholami, Michael W. Mahoney, Kurt Keutzer

2001.00281

Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images

Rewon Child

2011.10650

Compositional Explanations of Neurons

Jesse Mu, Jacob Andreas

2006.14032

MVBench: A Comprehensive Multi-modal Video Understanding Benchmark

Kunchang Li, Yali Wang, Yinan He, Yizhuo Li, Yi Wang, Yi Liu, Zun Wang, Jilan Xu, Guo Chen, Ping Luo, Limin Wang, Yu Qiao

2311.17005

LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models

Yanwei Li, Chengyao Wang, Jiaya Jia

2311.17043

MovieChat: From Dense Token to Sparse Memory for Long Video Understanding

Enxin Song, Wenhao Chai, Guanhong Wang, Yucheng Zhang, Haoyang Zhou, Feiyang Wu, Haozhe Chi, Xun Guo, Tian Ye, Yanting Zhang, Yan Lu, Jenq-Neng Hwang, Gaoang Wang

2307.16449

Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models

Munan Ning, Bin Zhu, Yujia Xie, Bin Lin, Jiaxi Cui, Lu Yuan, Dongdong Chen, Li Yuan

2311.16103

Loss Aware Post-training Quantization

Yury Nahshan, Brian Chmiel, Chaim Baskin, Evgenii Zheltonozhskii, Ron Banner, Alex M. Bronstein, Avi Mendelson

1911.07190

Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

Bin Lin, Yang Ye, Bin Zhu, Jiaxi Cui, Munan Ning, Peng Jin, Li Yuan

2311.10122

Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design

Ibrahim Alabdulmohsin, Xiaohua Zhai, Alexander Kolesnikov, Lucas Beyer

2305.13035

Stochastic Variational Video Prediction

Mohammad Babaeizadeh, Chelsea Finn, Dumitru Erhan, Roy H. Campbell, Sergey Levine

1710.11252

Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation

Christy Y. Li, Xiaodan Liang, Zhiting Hu, Eric P. Xing

1805.08298

Multimodal Deep Learning for Robust RGB-D Object Recognition

Andreas Eitel, Jost Tobias Springenberg, Luciano Spinello, Martin Riedmiller, Wolfram Burgard

1507.06821

The Efficiency Misnomer

Mostafa Dehghani, Anurag Arnab, Lucas Beyer, Ashish Vaswani, Yi Tay

2110.12894

The effectiveness of MAE pre-pretraining for billion-scale pretraining

Mannat Singh, Quentin Duval, Kalyan Vasudev Alwala, Haoqi Fan, Vaibhav Aggarwal, Aaron Adcock, Armand Joulin, Piotr Dollár, Christoph Feichtenhofer, Ross Girshick, Rohit Girdhar, Ishan Misra

2303.13496

On the Automatic Generation of Medical Imaging Reports

Baoyu Jing, Pengtao Xie, Eric Xing

1711.08195

Video Captioning via Hierarchical Reinforcement Learning

Xin Wang, Wenhu Chen, Jiawei Wu, Yuan-Fang Wang, William Yang Wang

1711.11135

MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities

Weihao Yu, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Kevin Lin, Zicheng Liu, Xinchao Wang, Lijuan Wang

2308.02490

Dynamic Network Surgery for Efficient DNNs

Yiwen Guo, Anbang Yao, Yurong Chen

1608.04493

SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation

Chenfeng Xu, Bichen Wu, Zining Wang, Wei Zhan, Peter Vajda, Kurt Keutzer, Masayoshi Tomizuka

2004.01803

InstructPix2Pix: Learning to Follow Image Editing Instructions

Tim Brooks, Aleksander Holynski, Alexei A. Efros

2211.09800

Exploiting saliency for object segmentation from image level labels

Seong Joon Oh, Rodrigo Benenson, Anna Khoreva, Zeynep Akata, Mario Fritz, Bernt Schiele

1701.08261

DeepProposal: Hunting Objects by Cascading Deep Convolutional Layers

Amir Ghodrati, Ali Diba, Marco Pedersoli, Tinne Tuytelaars, Luc Van Gool

1510.04445

MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning

Jun Chen, Deyao Zhu, Xiaoqian Shen, Xiang Li, Zechun Liu, Pengchuan Zhang, Raghuraman Krishnamoorthi, Vikas Chandra, Yunyang Xiong, Mohamed Elhoseiny

2310.09478

Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering

Pan Lu, Swaroop Mishra, Tony Xia, Liang Qiu, Kai-Wei Chang, Song-Chun Zhu, Oyvind Tafjord, Peter Clark, Ashwin Kalyan

2209.09513

Adding Conditional Control to Text-to-Image Diffusion Models

Lvmin Zhang, Anyi Rao, Maneesh Agrawala

2302.05543

Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks

Pranav Rajpurkar, Awni Y. Hannun, Masoumeh Haghpanahi, Codie Bourn, Andrew Y. Ng

1707.01836

Multimodal Few-Shot Learning with Frozen Language Models

Maria Tsimpoukelli, Jacob Menick, Serkan Cabi, S. M. Ali Eslami, Oriol Vinyals, Felix Hill

2106.13884

Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification

Maayan Frid-Adar, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan

1801.02385

MimicGen: A Data Generation System for Scalable Robot Learning using Human Demonstrations

Ajay Mandlekar, Soroush Nasiriany, Bowen Wen, Iretiayo Akinola, Yashraj Narang, Linxi Fan, Yuke Zhu, Dieter Fox

2310.17596

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation

Yuxing Xie, Jiaojiao Tian, Xiao Xiang Zhu

1908.08854

Composer: Creative and Controllable Image Synthesis with Composable Conditions

Lianghua Huang, Di Chen, Yu Liu, Yujun Shen, Deli Zhao, Jingren Zhou

2302.09778

Multistep Distillation of Diffusion Models via Moment Matching

Tim Salimans, Thomas Mensink, Jonathan Heek, Emiel Hoogeboom

2406.04103

Aggregating Deep Convolutional Features for Image Retrieval

Artem Babenko, Victor Lempitsky

1510.07493

Convolutional Neural Networks at Constrained Time Cost

Kaiming He, Jian Sun

1412.1710

ContextLocNet: Context-Aware Deep Network Models for Weakly Supervised Localization

Vadim Kantorov, Maxime Oquab, Minsu Cho, Ivan Laptev

1609.04331

Zero-shot Image-to-Image Translation

Gaurav Parmar, Krishna Kumar Singh, Richard Zhang, Yijun Li, Jingwan Lu, Jun-Yan Zhu

2302.03027

End-to-End Kernel Learning with Supervised Convolutional Kernel Networks

Julien Mairal

1605.06265

Learning to Learn with Generative Models of Neural Network Checkpoints

William Peebles, Ilija Radosavovic, Tim Brooks, Alexei A. Efros, Jitendra Malik

2209.12892

MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation

Omer Bar-Tal, Lior Yariv, Yaron Lipman, Tali Dekel

2302.08113

Make-A-Video: Text-to-Video Generation without Text-Video Data

Uriel Singer, Adam Polyak, Thomas Hayes, Xi Yin, Jie An, Songyang Zhang, Qiyuan Hu, Harry Yang, Oron Ashual, Oran Gafni, Devi Parikh, Sonal Gupta, Yaniv Taigman

2209.14792

Multi-Task Video Captioning with Video and Entailment Generation

Ramakanth Pasunuru, Mohit Bansal

1704.07489

Built-in Foreground/Background Prior for Weakly-Supervised Semantic Segmentation

Fatemehsadat Saleh, Mohammad Sadegh Ali Akbarian, Mathieu Salzmann, Lars Petersson, Stephen Gould, Jose M. Alvarez

1609.00446

T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models

Chong Mou, Xintao Wang, Liangbin Xie, Yanze Wu, Jian Zhang, Zhongang Qi, Ying Shan, Xiaohu Qie

2302.08453

GLIGEN: Open-Set Grounded Text-to-Image Generation

Yuheng Li, Haotian Liu, Qingyang Wu, Fangzhou Mu, Jianwei Yang, Jianfeng Gao, Chunyuan Li, Yong Jae Lee

2301.07093

Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training

Anthony Meng Huat Tiong, Junnan Li, Boyang Li, Silvio Savarese, Steven C. H. Hoi

2210.08773

RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds

Qingyong Hu, Bo Yang, Linhai Xie, Stefano Rosa, Yulan Guo, Zhihua Wang, Niki Trigoni, Andrew Markham

1911.11236

End-to-End Multi-View Fusion for 3D Object Detection in LiDAR Point Clouds

Yin Zhou, Pei Sun, Yu Zhang, Dragomir Anguelov, Jiyang Gao, Tom Ouyang, James Guo, Jiquan Ngiam, Vijay Vasudevan

1910.06528

Dataset Distillation by Matching Training Trajectories

George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu

2203.11932

Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning

Pan Lu, Liang Qiu, Kai-Wei Chang, Ying Nian Wu, Song-Chun Zhu, Tanmay Rajpurohit, Peter Clark, Ashwin Kalyan

2209.14610

MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models

Chaoyou Fu, Peixian Chen, Yunhang Shen, Yulei Qin, Mengdan Zhang, Xu Lin, Jinrui Yang, Xiawu Zheng, Ke Li, Xing Sun, Yunsheng Wu, Rongrong Ji, Caifeng Shan, Ran He

2306.13394

xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation

Maximilian Jaritz, Tuan-Hung Vu, Raoul de Charette, Émilie Wirbel, Patrick Pérez

1911.12676

The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)

Zhengyuan Yang, Linjie Li, Kevin Lin, Jianfeng Wang, Chung-Ching Lin, Zicheng Liu, Lijuan Wang

2309.17421

Learning Video Object Segmentation from Static Images

Anna Khoreva, Federico Perazzi, Rodrigo Benenson, Bernt Schiele, Alexander Sorkine-Hornung

1612.02646

IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning

Pan Lu, Liang Qiu, Jiaqi Chen, Tony Xia, Yizhou Zhao, Wei Zhang, Zhou Yu, Xiaodan Liang, Song-Chun Zhu

2110.13214

Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images

Shuran Song, Jianxiong Xiao

1511.02300

Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models

Ashwin K Vijayakumar, Michael Cogswell, Ramprasath R. Selvaraju, Qing Sun, Stefan Lee, David Crandall, Dhruv Batra

1610.02424

A Short Note about Kinetics-600

Joao Carreira, Eric Noland, Andras Banki-Horvath, Chloe Hillier, Andrew Zisserman

1808.01340

PhysDiff: Physics-Guided Human Motion Diffusion Model

Ye Yuan, Jiaming Song, Umar Iqbal, Arash Vahdat, Jan Kautz

2212.02500

Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning

Pingbo Pan, Zhongwen Xu, Yi Yang, Fei Wu, Yueting Zhuang

1511.03476

Collaborative Learning for Faster StyleGAN Embedding

Shanyan Guan, Ying Tai, Bingbing Ni, Feida Zhu, Feiyue Huang, Xiaokang Yang

2007.01758

SmartBrush: Text and Shape Guided Object Inpainting with Diffusion Model

Shaoan Xie, Zhifei Zhang, Zhe Lin, Tobias Hinz, Kun Zhang

2212.05034

All You May Need for VQA are Image Captions

Soravit Changpinyo, Doron Kukliansky, Idan Szpektor, Xi Chen, Nan Ding, Radu Soricut

2205.01883

DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models

Cheng Lu, Yuhao Zhou, Fan Bao, Jianfei Chen, Chongxuan Li, Jun Zhu

2211.01095

Muse: Text-To-Image Generation via Masked Generative Transformers

Huiwen Chang, Han Zhang, Jarred Barber, AJ Maschinot, Jose Lezama, Lu Jiang, Ming-Hsuan Yang, Kevin Murphy, William T. Freeman, Michael Rubinstein, Yuanzhen Li, Dilip Krishnan

2301.00704

Null-text Inversion for Editing Real Images using Guided Diffusion Models

Ron Mokady, Amir Hertz, Kfir Aberman, Yael Pritch, Daniel Cohen-Or

2211.09794

EDICT: Exact Diffusion Inversion via Coupled Transformations

Bram Wallace, Akash Gokul, Nikhil Naik

2211.12446

Diffusion Models already have a Semantic Latent Space

Mingi Kwon, Jaeseok Jeong, Youngjung Uh

2210.10960

Lossy Image Compression with Compressive Autoencoders

Lucas Theis, Wenzhe Shi, Andrew Cunningham, Ferenc Huszár

1703.00395

Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation

Narek Tumanyan, Michal Geyer, Shai Bagon, Tali Dekel

2211.12572

Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting

Su Wang, Chitwan Saharia, Ceslee Montgomery, Jordi Pont-Tuset, Shai Noy, Stefano Pellegrini, Yasumasa Onoe, Sarah Laszlo, David J. Fleet, Radu Soricut, Jason Baldridge, Mohammad Norouzi, Peter Anderson, William Chan

2212.06909

Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks

Haonan Yu, Jiang Wang, Zhiheng Huang, Yi Yang, Wei Xu

1510.07712

SUPER-ADAM: Faster and Universal Framework of Adaptive Gradients

Feihu Huang, Junyi Li, Heng Huang

2106.08208

Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations

Eirikur Agustsson, Fabian Mentzer, Michael Tschannen, Lukas Cavigelli, Radu Timofte, Luca Benini, Luc Van Gool

1704.00648

SQA3D: Situated Question Answering in 3D Scenes

Xiaojian Ma, Silong Yong, Zilong Zheng, Qing Li, Yitao Liang, Song-Chun Zhu, Siyuan Huang

2210.07474

A Survey of Deep Learning for Mathematical Reasoning

Pan Lu, Liang Qiu, Wenhao Yu, Sean Welleck, Kai-Wei Chang

2212.10535

Generative Image Modeling Using Spatial LSTMs

Lucas Theis, Matthias Bethge

1506.03478

Improved Speech Reconstruction from Silent Video

Ariel Ephrat, Tavi Halperin, Shmuel Peleg

1708.01204

Convolutional Neural Networks Applied to House Numbers Digit Classification

Pierre Sermanet, Soumith Chintala, Yann LeCun

1204.3968

LION: Latent Point Diffusion Models for 3D Shape Generation

Xiaohui Zeng, Arash Vahdat, Francis Williams, Zan Gojcic, Or Litany, Sanja Fidler, Karsten Kreis

2210.06978

Human Motion Diffusion Model

Guy Tevet, Sigal Raab, Brian Gordon, Yonatan Shafir, Daniel Cohen-Or, Amit H. Bermano

2209.14916

WorldSimBench: Towards Video Generation Models as World Simulators

Yiran Qin, Zhelun Shi, Jiwen Yu, Xijun Wang, Enshen Zhou, Lijun Li, Zhenfei Yin, Xihui Liu, Lu Sheng, Jing Shao, Lei Bai, Wanli Ouyang, Ruimao Zhang

2410.18072

Simple and Fast Distillation of Diffusion Models

Zhenyu Zhou, Defang Chen, Can Wang, Chun Chen, Siwei Lyu

2409.19681

Imagen Video: High Definition Video Generation with Diffusion Models

Jonathan Ho, William Chan, Chitwan Saharia, Jay Whang, Ruiqi Gao, Alexey Gritsenko, Diederik P. Kingma, Ben Poole, Mohammad Norouzi, David J. Fleet, Tim Salimans

2210.02303

Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models

Fan Bao, Chendong Xiang, Gang Yue, Guande He, Hongzhou Zhu, Kaiwen Zheng, Min Zhao, Shilong Liu, Yaole Wang, Jun Zhu

2405.04233

A Simple Framework for Contrastive Learning of Visual Representations

Ting Chen, Simon Kornblith, Mohammad Norouzi, Geoffrey Hinton

2002.05709

Matching-CNN Meets KNN: Quasi-Parametric Human Parsing

Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Liang Lin, Xiaochun Cao, Shuicheng Yan

1504.01220

End-to-end Optimized Image Compression

Johannes Ballé, Valero Laparra, Eero P. Simoncelli

1611.01704

Swapout: Learning an ensemble of deep architectures

Saurabh Singh, Derek Hoiem, David Forsyth

1605.06465

Texturify: Generating Textures on 3D Shape Surfaces

Yawar Siddiqui, Justus Thies, Fangchang Ma, Qi Shan, Matthias Nießner, Angela Dai

2204.02411

AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation

Paritosh Mittal, Yen-Chi Cheng, Maneesh Singh, Shubham Tulsiani

2203.09516

MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos

Xuehai He, Weixi Feng, Kaizhi Zheng, Yujie Lu, Wanrong Zhu, Jiachen Li, Yue Fan, Jianfeng Wang, Linjie Li, Zhengyuan Yang, Kevin Lin, William Yang Wang, Lijuan Wang, Xin Eric Wang

2406.08407

Flash-VStream: Memory-Based Real-Time Understanding for Long Video Streams

Haoji Zhang, Yiqin Wang, Yansong Tang, Yong Liu, Jiashi Feng, Jifeng Dai, Xiaojie Jin

2406.08085

VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents

Xiao Liu, Tianjie Zhang, Yu Gu, Iat Long Iong, Yifan Xu, Xixuan Song, Shudan Zhang, Hanyu Lai, Xinyi Liu, Hanlin Zhao, Jiadai Sun, Xinyue Yang, Yu Yang, Zehan Qi, Shuntian Yao, Xueqiao Sun, Siyi Cheng, Qinkai Zheng, Hao Yu, Hanchen Zhang, Wenyi Hong, Ming Ding, Lihang Pan, Xiaotao Gu, Aohan Zeng, Zhengxiao Du, Chan Hee Song, Yu Su, Yuxiao Dong, Jie Tang

2408.06327

Consistency Models Made Easy

Zhengyang Geng, Ashwini Pokle, William Luo, Justin Lin, J. Zico Kolter

2406.14548

Open-Sora: Democratizing Efficient Video Production for All

Zangwei Zheng, Xiangyu Peng, Tianji Yang, Chenhui Shen, Shenggui Li, Hongxin Liu, Yukun Zhou, Tianyi Li, Yang You

2412.20404

Autoregressive Image Generation without Vector Quantization

Tianhong Li, Yonglong Tian, He Li, Mingyang Deng, Kaiming He

2406.11838

One Step Diffusion via Shortcut Models

Kevin Frans, Danijar Hafner, Sergey Levine, Pieter Abbeel

2410.12557

Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability

Shenyuan Gao, Jiazhi Yang, Li Chen, Kashyap Chitta, Yihang Qiu, Andreas Geiger, Jun Zhang, Hongyang Li

2405.17398

EasyAnimate: High-Performance Video Generation Framework with Hybrid Windows Attention and Reward Backpropagation

Jiaqi Xu, Kunzhe Huang, Xinyi Zou, Yunkuo Chen, Bo Liu, MengLi Cheng, Jun Huang, Xing Shi

2405.18991

High-Fidelity Synthesis with Disentangled Representation

Wonkwang Lee, Donggyun Kim, Seunghoon Hong, Honglak Lee

2001.04296

Learning Important Features Through Propagating Activation Differences

Avanti Shrikumar, Peyton Greenside, Anshul Kundaje

1704.02685

Analysis of classifiers' robustness to adversarial perturbations

Alhussein Fawzi, Omar Fawzi, Pascal Frossard

1502.02590

Multimodal Explanations: Justifying Decisions and Pointing to the Evidence

Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Anna Rohrbach, Bernt Schiele, Trevor Darrell, Marcus Rohrbach

1802.08129

Weakly-supervised Compositional FeatureAggregation for Few-shot Recognition

Ping Hu, Ximeng Sun, Kate Saenko, Stan Sclaroff

1906.04833

Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning

Qi Wu, Peng Wang, Chunhua Shen, Ian Reid, Anton van den Hengel

1711.07613

Few-Shot Adaptation of Generative Adversarial Networks

Esther Robb, Wen-Sheng Chu, Abhishek Kumar, Jia-Bin Huang

2010.11943

FPNN: Field Probing Neural Networks for 3D Data

Yangyan Li, Soeren Pirk, Hao Su, Charles R. Qi, Leonidas J. Guibas

1605.06240

Improving Referring Expression Grounding with Cross-modal Attention-guided Erasing

Xihui Liu, Zihao Wang, Jing Shao, Xiaogang Wang, Hongsheng Li

1903.00839

GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks

Christopher Bowles, Liang Chen, Ricardo Guerrero, Paul Bentley, Roger Gunn, Alexander Hammers, David Alexander Dickie, Maria Valdés Hernández, Joanna Wardlaw, Daniel Rueckert

1810.10863

Taming Transformers for High-Resolution Image Synthesis

Patrick Esser, Robin Rombach, Björn Ommer

2012.09841

Acceleration of RED via Vector Extrapolation

Tao Hong, Yaniv Romano, Michael Elad

1805.02158

Interpretable Explanations of Black Boxes by Meaningful Perturbation

Ruth Fong, Andrea Vedaldi

1704.03296

CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Zhuoyi Yang, Jiayan Teng, Wendi Zheng, Ming Ding, Shiyu Huang, Jiazheng Xu, Yuanming Yang, Wenyi Hong, Xiaohan Zhang, Guanyu Feng, Da Yin, Yuxuan Zhang, Weihan Wang, Yean Cheng, Bin Xu, Xiaotao Gu, Yuxiao Dong, Jie Tang

2408.06072

IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks

Youngwoon Lee, Edward S. Hu, Zhengyu Yang, Alex Yin, Joseph J. Lim

1911.07246

Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation

Zipeng Fu, Tony Z. Zhao, Chelsea Finn

2401.02117

Dual Swap Disentangling

Zunlei Feng, Xinchao Wang, Chenglong Ke, Anxiang Zeng, Dacheng Tao, Mingli Song

1805.10583

RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

Anthony Brohan, Noah Brown, Justice Carbajal, Yevgen Chebotar, Xi Chen, Krzysztof Choromanski, Tianli Ding, Danny Driess, Avinava Dubey, Chelsea Finn, Pete Florence, Chuyuan Fu, Montse Gonzalez Arenas, Keerthana Gopalakrishnan, Kehang Han, Karol Hausman, Alexander Herzog, Jasmine Hsu, Brian Ichter, Alex Irpan, Nikhil Joshi, Ryan Julian, Dmitry Kalashnikov, Yuheng Kuang, Isabel Leal, Lisa Lee, Tsang-Wei Edward Lee, Sergey Levine, Yao Lu, Henryk Michalewski, Igor Mordatch, Karl Pertsch, Kanishka Rao, Krista Reymann, Michael Ryoo, Grecia Salazar, Pannag Sanketi, Pierre Sermanet, Jaspiar Singh, Anikait Singh, Radu Soricut, Huong Tran, Vincent Vanhoucke, Quan Vuong, Ayzaan Wahid, Stefan Welker, Paul Wohlhart, Jialin Wu, Fei Xia, Ted Xiao, Peng Xu, Sichun Xu, Tianhe Yu, Brianna Zitkovich

2307.15818

Are Disentangled Representations Helpful for Abstract Visual Reasoning?

Sjoerd van Steenkiste, Francesco Locatello, Jürgen Schmidhuber, Olivier Bachem

1905.12506

Hands Deep in Deep Learning for Hand Pose Estimation

Markus Oberweger, Paul Wohlhart, Vincent Lepetit

1502.06807

Learning Descriptors for Object Recognition and 3D Pose Estimation

Paul Wohlhart, Vincent Lepetit

1502.05908

A New Representation of Skeleton Sequences for 3D Action Recognition

Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaid

1703.03492

Data-Driven Sparse Structure Selection for Deep Neural Networks

Zehao Huang, Naiyan Wang

1707.01213

View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data

Pengfei Zhang, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jianru Xue, Nanning Zheng

1703.08274

Revisiting Batch Normalization For Practical Domain Adaptation

Yanghao Li, Naiyan Wang, Jianping Shi, Jiaying Liu, Xiaodi Hou

1603.04779

Linking Image and Text with 2-Way Nets

Aviv Eisenschtat, Lior Wolf

1608.07973

Learning Language-Visual Embedding for Movie Understanding with Natural-Language

Atousa Torabi, Niket Tandon, Leonid Sigal

1609.08124

Captioning Images with Diverse Objects

Subhashini Venugopalan, Lisa Anne Hendricks, Marcus Rohrbach, Raymond Mooney, Trevor Darrell, Kate Saenko

1606.07770

Skeleton-based Action Recognition with Convolutional Neural Networks

Chao Li, Qiaoyong Zhong, Di Xie, Shiliang Pu

1704.07595

Movie Description

Anna Rohrbach, Atousa Torabi, Marcus Rohrbach, Niket Tandon, Christopher Pal, Hugo Larochelle, Aaron Courville, Bernt Schiele

1605.03705

Paraphrasing Complex Network: Network Compression via Factor Transfer

Jangho Kim, SeongUk Park, Nojun Kwak

1802.04977

Follow-Your-Canvas: Higher-Resolution Video Outpainting with Extensive Content Generation

Qihua Chen, Yue Ma, Hongfa Wang, Junkun Yuan, Wenzhe Zhao, Qi Tian, Hongmei Wang, Shaobo Min, Qifeng Chen, Wei Liu

2409.01055

PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding

Chunhui Liu, Yueyu Hu, Yanghao Li, Sijie Song, Jiaying Liu

1703.07475

Learning Efficient Convolutional Networks through Network Slimming

Zhuang Liu, Jianguo Li, Zhiqiang Shen, Gao Huang, Shoumeng Yan, Changshui Zhang

1708.06519

Unsupervised Learning of Invariant Representations in Hierarchical Architectures

Fabio Anselmi, Joel Z. Leibo, Lorenzo Rosasco, Jim Mutch, Andrea Tacchetti, Tomaso Poggio

1311.4158

Joint Unsupervised Learning of Deep Representations and Image Clusters

Jianwei Yang, Devi Parikh, Dhruv Batra

1604.03628

Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons

Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi

1811.03233

Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation

Wadim Kehl, Fausto Milletari, Federico Tombari, Slobodan Ilic, Nassir Navab

1607.06038

A Joint Speaker-Listener-Reinforcer Model for Referring Expressions

Licheng Yu, Hao Tan, Mohit Bansal, Tamara L. Berg

1612.09542

RGBD Datasets: Past, Present and Future

Michael Firman

1604.00999

R-C3D: Region Convolutional 3D Network for Temporal Activity Detection

Huijuan Xu, Abir Das, Kate Saenko

1703.07814

Learning recurrent representations for hierarchical behavior modeling

Eyrun Eyjolfsdottir, Kristin Branson, Yisong Yue, Pietro Perona

1611.00094

Allegro: Open the Black Box of Commercial-Level Video Generation Model

Yuan Zhou, Qiuyue Wang, Yuxuan Cai, Huan Yang

2410.15458

Self Paced Deep Learning for Weakly Supervised Object Detection

Enver Sangineto, Moin Nabi, Dubravko Culibrk, Nicu Sebe

1605.07651

OD-VAE: An Omni-dimensional Video Compressor for Improving Latent Video Diffusion Model

Liuhan Chen, Zongjian Li, Bin Lin, Bin Zhu, Qian Wang, Shenghai Yuan, Xing Zhou, Xinhua Cheng, Li Yuan

2409.01199

CLIP Itself is a Strong Fine-tuner: Achieving 85.7% and 88.0% Top-1 Accuracy with ViT-B and ViT-L on ImageNet

Xiaoyi Dong, Jianmin Bao, Ting Zhang, Dongdong Chen, Shuyang Gu, Weiming Zhang, Lu Yuan, Dong Chen, Fang Wen, Nenghai Yu

2212.06138

Movie Gen: A Cast of Media Foundation Models

Adam Polyak, Amit Zohar, Andrew Brown, Andros Tjandra, Animesh Sinha, Ann Lee, Apoorv Vyas, Bowen Shi, Chih-Yao Ma, Ching-Yao Chuang, David Yan, Dhruv Choudhary, Dingkang Wang, Geet Sethi, Guan Pang, Haoyu Ma, Ishan Misra, Ji Hou, Jialiang Wang, Kiran Jagadeesh, Kunpeng Li, Luxin Zhang, Mannat Singh, Mary Williamson, Matt Le, Matthew Yu, Mitesh Kumar Singh, Peizhao Zhang, Peter Vajda, Quentin Duval, Rohit Girdhar, Roshan Sumbaly, Sai Saketh Rambhatla, Sam Tsai, Samaneh Azadi, Samyak Datta, Sanyuan Chen, Sean Bell, Sharadh Ramaswamy, Shelly Sheynin, Siddharth Bhattacharya, Simran Motwani, Tao Xu, Tianhe Li, Tingbo Hou, Wei-Ning Hsu, Xi Yin, Xiaoliang Dai, Yaniv Taigman, Yaqiao Luo, Yen-Cheng Liu, Yi-Chiao Wu, Yue Zhao, Yuval Kirstain, Zecheng He, Zijian He, Albert Pumarola, Ali Thabet, Artsiom Sanakoyeu, Arun Mallya, Baishan Guo, Boris Araya, Breena Kerr, Carleigh Wood, Ce Liu, Cen Peng, Dimitry Vengertsev, Edgar Schonfeld, Elliot Blanchard, Felix Juefei-Xu, Fraylie Nord, Jeff Liang, John Hoffman, Jonas Kohler, Kaolin Fire, Karthik Sivakumar, Lawrence Chen, Licheng Yu, Luya Gao, Markos Georgopoulos, Rashel Moritz, Sara K. Sampson, Shikai Li, Simone Parmeggiani, Steve Fine, Tara Fowler, Vladan Petrovic, Yuming Du

2410.13720

AMC: AutoML for Model Compression and Acceleration on Mobile Devices

Yihui He, Ji Lin, Zhijian Liu, Hanrui Wang, Li-Jia Li, Song Han

1802.03494

Visual Question Answering: Datasets, Algorithms, and Future Challenges

Kushal Kafle, Christopher Kanan

1610.01465

Contrastive Learning for Image Captioning

Bo Dai, Dahua Lin

1710.02534

LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image

Chuhang Zou, Alex Colburn, Qi Shan, Derek Hoiem

1803.08999

Pairwise Decomposition of Image Sequences for Active Multi-View Recognition

Edward Johns, Stefan Leutenegger, Andrew J. Davison

1605.08359

Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations

Yiping Lu, Aoxiao Zhong, Quanzheng Li, Bin Dong

1710.10121

Stack-Captioning: Coarse-to-Fine Learning for Image Captioning

Jiuxiang Gu, Jianfei Cai, Gang Wang, Tsuhan Chen

1709.03376

Visually Indicated Sounds

Andrew Owens, Phillip Isola, Josh McDermott, Antonio Torralba, Edward H. Adelson, William T. Freeman

1512.08512

Look-ahead before you leap: end-to-end active recognition by forecasting the effect of motion

Dinesh Jayaraman, Kristen Grauman

1605.00164

Ambient Sound Provides Supervision for Visual Learning

Andrew Owens, Jiajun Wu, Josh H. McDermott, William T. Freeman, Antonio Torralba

1608.07017

MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels

Lu Jiang, Zhengyuan Zhou, Thomas Leung, Li-Jia Li, Li Fei-Fei

1712.05055

Fast Single Shot Detection and Pose Estimation

Patrick Poirson, Phil Ammirato, Cheng-Yang Fu, Wei Liu, Jana Kosecka, Alexander C. Berg

1609.05590

ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression

Jian-Hao Luo, Jianxin Wu, Weiyao Lin

1707.06342

Describing Textures in the Wild

Mircea Cimpoi, Subhransu Maji, Iasonas Kokkinos, Sammy Mohamed, Andrea Vedaldi

1311.3618

Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery

Thomas Schlegl, Philipp Seeböck, Sebastian M. Waldstein, Ursula Schmidt-Erfurth, Georg Langs

1703.05921

Medical Image Synthesis with Context-Aware Generative Adversarial Networks

Dong Nie, Roger Trullo, Caroline Petitjean, Su Ruan, Dinggang Shen

1612.05362

Towards Adversarial Retinal Image Synthesis

Pedro Costa, Adrian Galdran, Maria Inês Meyer, Michael David Abràmoff, Meindert Niemeijer, Ana Maria Mendonça, Aurélio Campilho

1701.08974

Latent-Shift: Latent Diffusion with Temporal Shift for Efficient Text-to-Video Generation

Jie An, Songyang Zhang, Harry Yang, Sonal Gupta, Jia-Bin Huang, Jiebo Luo, Xi Yin

2304.08477

Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models

Andreas Blattmann, Robin Rombach, Huan Ling, Tim Dockhorn, Seung Wook Kim, Sanja Fidler, Karsten Kreis

2304.08818

Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators

Levon Khachatryan, Andranik Movsisyan, Vahram Tadevosyan, Roberto Henschel, Zhangyang Wang, Shant Navasardyan, Humphrey Shi

2303.13439

Pix2Video: Video Editing using Image Diffusion

Duygu Ceylan, Chun-Hao Paul Huang, Niloy J. Mitra

2303.12688

Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation

Wenjing Wang, Huan Yang, Zixi Tuo, Huiguo He, Junchen Zhu, Jianlong Fu, Jiaying Liu

2305.10874

Title Generation for User Generated Videos

Kuo-Hao Zeng, Tseng-Hung Chen, Juan Carlos Niebles, Min Sun

1608.07068

Follow Your Pose: Pose-Guided Text-to-Video Generation using Pose-Free Videos

Yue Ma, Yingqing He, Xiaodong Cun, Xintao Wang, Siran Chen, Ying Shan, Xiu Li, Qifeng Chen

2304.01186

Action Recognition Based on Joint Trajectory Maps Using Convolutional Neural Networks

Pichao Wang, Zhaoyang Li, Yonghong Hou, Wanqing Li

1611.02447

UntrimmedNets for Weakly Supervised Action Recognition and Detection

Limin Wang, Yuanjun Xiong, Dahua Lin, Luc Van Gool

1703.03329

NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis

Amir Shahroudy, Jun Liu, Tian-Tsong Ng, Gang Wang

1604.02808

FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models

Will Grathwohl, Ricky T. Q. Chen, Jesse Bettencourt, Ilya Sutskever, David Duvenaud

1810.01367

Scaling Robot Learning with Semantically Imagined Experience

Tianhe Yu, Ted Xiao, Austin Stone, Jonathan Tompson, Anthony Brohan, Su Wang, Jaspiar Singh, Clayton Tan, Dee M, Jodilyn Peralta, Brian Ichter, Karol Hausman, Fei Xia

2302.11550

Language Embedded Radiance Fields for Zero-Shot Task-Oriented Grasping

Adam Rashid, Satvik Sharma, Chung Min Kim, Justin Kerr, Lawrence Chen, Angjoo Kanazawa, Ken Goldberg

2309.07970

Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks

Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, Xiaohui Xie

1603.07772

Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition

Jun Liu, Amir Shahroudy, Dong Xu, Gang Wang

1607.07043

An Empirical Study of Language CNN for Image Captioning

Jiuxiang Gu, Gang Wang, Jianfei Cai, Tsuhan Chen

1612.07086

Vid2speech: Speech Reconstruction from Silent Video

Ariel Ephrat, Shmuel Peleg

1701.00495

Spatial Broadcast Decoder: A Simple Architecture for Learning Disentangled Representations in VAEs

Nicholas Watters, Loic Matthey, Christopher P. Burgess, Alexander Lerchner

1901.07017

Physics-Constrained Deep Learning for High-dimensional Surrogate Modeling and Uncertainty Quantification without Labeled Data

Yinhao Zhu, Nicholas Zabaras, Phaedon-Stelios Koutsourelakis, Paris Perdikaris

1901.06314

Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning

Ruotent Li, Loong Fah Cheong, Robby T. Tan

1904.05050

GLIPv2: Unifying Localization and Vision-Language Understanding

Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Harold Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, Jianfeng Gao

2206.05836

Sim-to-Real via Sim-to-Sim: Data-efficient Robotic Grasping via Randomized-to-Canonical Adaptation Networks

Stephen James, Paul Wohlhart, Mrinal Kalakrishnan, Dmitry Kalashnikov, Alex Irpan, Julian Ibarz, Sergey Levine, Raia Hadsell, Konstantinos Bousmalis

1812.07252

Multi-level Residual Networks from Dynamical Systems View

Bo Chang, Lili Meng, Eldad Haber, Frederick Tung, David Begert

1710.10348

CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos

Zheng Shou, Jonathan Chan, Alireza Zareian, Kazuyuki Miyazawa, Shih-Fu Chang

1703.01515

Frame- and Segment-Level Features and Candidate Pool Evaluation for Video Caption Generation

Rakshith Shetty, Jorma Laaksonen

1608.04959

Asynchronous Temporal Fields for Action Recognition

Gunnar A. Sigurdsson, Santosh Divvala, Ali Farhadi, Abhinav Gupta

1612.06371

End-To-End Visual Speech Recognition With LSTMs

Stavros Petridis, Zuwei Li, Maja Pantic

1701.05847

CondenseNet: An Efficient DenseNet using Learned Group Convolutions

Gao Huang, Shichen Liu, Laurens van der Maaten, Kilian Q. Weinberger

1711.09224

Combining Residual Networks with LSTMs for Lipreading

Themos Stafylakis, Georgios Tzimiropoulos

1703.04105

BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects

Bowen Wen, Jonathan Tremblay, Valts Blukis, Stephen Tyree, Thomas Muller, Alex Evans, Dieter Fox, Jan Kautz, Stan Birchfield

2303.14158

Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering

Zhuxi Jiang, Yin Zheng, Huachun Tan, Bangsheng Tang, Hanning Zhou

1611.05148

Multi-Object Representation Learning with Iterative Variational Inference

Klaus Greff, Raphaël Lopez Kaufman, Rishabh Kabra, Nick Watters, Chris Burgess, Daniel Zoran, Loic Matthey, Matthew Botvinick, Alexander Lerchner

1903.00450

Generative Models of Visually Grounded Imagination

Ramakrishna Vedantam, Ian Fischer, Jonathan Huang, Kevin Murphy

1705.10762

An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data

Sijie Song, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jiaying Liu

1611.06067

What value do explicit high level concepts have in vision to language problems?

Qi Wu, Chunhua Shen, Lingqiao Liu, Anthony Dick, Anton van den Hengel

1506.01144

Return of Frustratingly Easy Domain Adaptation

Baochen Sun, Jiashi Feng, Kate Saenko

1511.05547

A Coarse-to-Fine Indoor Layout Estimation (CFILE) Method

Yuzhuo Ren, Chen Chen, Shangwen Li, C. -C. Jay Kuo

1607.00598

IM2CAD

Hamid Izadinia, Qi Shan, Steven M. Seitz

1608.05137

PixelSynth: Generating a 3D-Consistent Experience from a Single Image

Chris Rockwell, David F. Fouhey, Justin Johnson

2108.05892

Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Zhimin Li, Jianwei Zhang, Qin Lin, Jiangfeng Xiong, Yanxin Long, Xinchi Deng, Yingfang Zhang, Xingchao Liu, Minbin Huang, Zedong Xiao, Dayou Chen, Jiajun He, Jiahao Li, Wenyue Li, Chen Zhang, Rongwei Quan, Jianxiang Lu, Jiabin Huang, Xiaoyan Yuan, Xiaoxiao Zheng, Yixuan Li, Jihong Zhang, Chao Zhang, Meng Chen, Jie Liu, Zheng Fang, Weiyan Wang, Jinbao Xue, Yangyu Tao, Jianchen Zhu, Kai Liu, Sihuan Lin, Yifu Sun, Yun Li, Dongdong Wang, Mingtao Chen, Zhichao Hu, Xiao Xiao, Yan Chen, Yuhong Liu, Wei Liu, Di Wang, Yong Yang, Jie Jiang, Qinglin Lu

2405.08748

Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers

Tsai-Shien Chen, Aliaksandr Siarohin, Willi Menapace, Ekaterina Deyneka, Hsiang-wei Chao, Byung Eun Jeon, Yuwei Fang, Hsin-Ying Lee, Jian Ren, Ming-Hsuan Yang, Sergey Tulyakov

2402.19479

RoomNet: End-to-End Room Layout Estimation

Chen-Yu Lee, Vijay Badrinarayanan, Tomasz Malisiewicz, Andrew Rabinovich

1703.06241

Follow-Your-Click: Open-domain Regional Image Animation via Short Prompts

Yue Ma, Yingqing He, Hongfa Wang, Andong Wang, Chenyang Qi, Chengfei Cai, Xiu Li, Zhifeng Li, Heung-Yeung Shum, Wei Liu, Qifeng Chen

2403.08268

Follow-Your-Emoji: Fine-Controllable and Expressive Freestyle Portrait Animation

Yue Ma, Hongyu Liu, Hongfa Wang, Heng Pan, Yingqing He, Junkun Yuan, Ailing Zeng, Chengfei Cai, Heung-Yeung Shum, Wei Liu, Qifeng Chen

2406.01900

Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach

Shaofeng Zhang, Jinfa Huang, Qiang Zhou, Zhibin Wang, Fan Wang, Jiebo Luo, Junchi Yan

2401.15652

Learning Invariant Representations with Local Transformations

Kihyuk Sohn, Honglak Lee

1206.6418

Be-Your-Outpainter: Mastering Video Outpainting through Input-Specific Adaptation

Fu-Yun Wang, Xiaoshi Wu, Zhaoyang Huang, Xiaoyu Shi, Dazhong Shen, Guanglu Song, Yu Liu, Hongsheng Li

2403.13745

NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications

Tien-Ju Yang, Andrew Howard, Bo Chen, Xiao Zhang, Alec Go, Mark Sandler, Vivienne Sze, Hartwig Adam

1804.03230

Pruning Filters for Efficient ConvNets

Hao Li, Asim Kadav, Igor Durdanovic, Hanan Samet, Hans Peter Graf

1608.08710

Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views

Hao Su, Charles R. Qi, Yangyan Li, Leonidas Guibas

1505.05641

GIFT: A Real-time and Scalable 3D Shape Search Engine

Song Bai, Xiang Bai, Zhichao Zhou, Zhaoxiang Zhang, Longin Jan Latecki

1604.01879

Reversible Architectures for Arbitrarily Deep Residual Neural Networks

Bo Chang, Lili Meng, Eldad Haber, Lars Ruthotto, David Begert, Elliot Holtham

1709.03698

Learning visual groups from co-occurrences in space and time

Phillip Isola, Daniel Zoran, Dilip Krishnan, Edward H. Adelson

1511.06811

Learning image representations tied to ego-motion

Dinesh Jayaraman, Kristen Grauman

1505.02206

Quantized Convolutional Neural Networks for Mobile Devices

Jiaxiang Wu, Cong Leng, Yuhang Wang, Qinghao Hu, Jian Cheng

1512.06473

DiracNets: Training Very Deep Neural Networks Without Skip-Connections

Sergey Zagoruyko, Nikos Komodakis

1706.00388

Unsupervised Learning of Visual Structure using Predictive Generative Networks

William Lotter, Gabriel Kreiman, David Cox

1511.06380

MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Yuan Yao, Tianyu Yu, Ao Zhang, Chongyi Wang, Junbo Cui, Hongji Zhu, Tianchi Cai, Haoyu Li, Weilin Zhao, Zhihui He, Qianyu Chen, Huarong Zhou, Zhensheng Zou, Haoye Zhang, Shengding Hu, Zhi Zheng, Jie Zhou, Jie Cai, Xu Han, Guoyang Zeng, Dahai Li, Zhiyuan Liu, Maosong Sun

2408.01800

MagicVideo: Efficient Video Generation With Latent Diffusion Models

Daquan Zhou, Weimin Wang, Hanshu Yan, Weiwei Lv, Yizhe Zhu, Jiashi Feng

2211.11018

On Distillation of Guided Diffusion Models

Chenlin Meng, Robin Rombach, Ruiqi Gao, Diederik P. Kingma, Stefano Ermon, Jonathan Ho, Tim Salimans

2210.03142

MagicStick: Controllable Video Editing via Control Handle Transformations

Yue Ma, Xiaodong Cun, Sen Liang, Jinbo Xing, Yingqing He, Chenyang Qi, Siran Chen, Qifeng Chen

2312.03047

Dropout improves Recurrent Neural Networks for Handwriting Recognition

Vu Pham, Théodore Bluche, Christopher Kermorvant, Jérôme Louradour

1312.4569

Hierarchical Deep Temporal Models for Group Activity Recognition

Mostafa S. Ibrahim, Srikanth Muralidharan, Zhiwei Deng, Arash Vahdat, Greg Mori

1607.02643

Structure and Content-Guided Video Synthesis with Diffusion Models

Patrick Esser, Johnathan Chiu, Parmida Atighehchian, Jonathan Granskog, Anastasis Germanidis

2302.03011

Density-aware Single Image De-raining using a Multi-stream Dense Network

He Zhang, Vishal M. Patel

1802.07412

RGB-D-based Action Recognition Datasets: A Survey

Jing Zhang, Wanqing Li, Philip O. Ogunbona, Pichao Wang, Chang Tang

1601.05511

Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-Based Robotic Control

Frederik Ebert, Chelsea Finn, Sudeep Dasari, Annie Xie, Alex Lee, Sergey Levine

1812.00568

Diffusion-based Generation, Optimization, and Planning in 3D Scenes

Siyuan Huang, Zan Wang, Puhao Li, Baoxiong Jia, Tengyu Liu, Yixin Zhu, Wei Liang, Song-Chun Zhu

2301.06015

Space-Time Representation of People Based on 3D Skeletal Data: A Review

Fei Han, Brian Reily, William Hoff, Hao Zhang

1601.01006

Video Probabilistic Diffusion Models in Projected Latent Space

Sihyun Yu, Kihyuk Sohn, Subin Kim, Jinwoo Shin

2302.07685

One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale

Fan Bao, Shen Nie, Kaiwen Xue, Chongxuan Li, Shi Pu, Yaole Wang, Gang Yue, Yue Cao, Hang Su, Jun Zhu

2303.06555

FateZero: Fusing Attentions for Zero-shot Text-based Video Editing

Chenyang Qi, Xiaodong Cun, Yong Zhang, Chenyang Lei, Xintao Wang, Ying Shan, Qifeng Chen

2303.09535

Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation

Jay Zhangjie Wu, Yixiao Ge, Xintao Wang, Weixian Lei, Yuchao Gu, Yufei Shi, Wynne Hsu, Ying Shan, Xiaohu Qie, Mike Zheng Shou

2212.11565

Synthetic Data for Text Localisation in Natural Images

Ankush Gupta, Andrea Vedaldi, Andrew Zisserman

1604.06646

AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning

Yuwei Guo, Ceyuan Yang, Anyi Rao, Zhengyang Liang, Yaohui Wang, Yu Qiao, Maneesh Agrawala, Dahua Lin, Bo Dai

2307.04725

Video-P2P: Video Editing with Cross-attention Control

Shaoteng Liu, Yuechen Zhang, Wenbo Li, Zhe Lin, Jiaya Jia

2303.04761

Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects

Chunming He, Kai Li, Yachao Zhang, Yulun Zhang, Zhenhua Guo, Xiu Li, Martin Danelljan, Fisher Yu

2308.03166

Spot On: Action Localization from Pointly-Supervised Proposals

Pascal Mettes, Jan C. van Gemert, Cees G. M. Snoek

1604.07602

Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding

Gunnar A. Sigurdsson, Gül Varol, Xiaolong Wang, Ali Farhadi, Ivan Laptev, Abhinav Gupta

1604.01753

Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Patrick Esser, Sumith Kulal, Andreas Blattmann, Rahim Entezari, Jonas Müller, Harry Saini, Yam Levi, Dominik Lorenz, Axel Sauer, Frederic Boesel, Dustin Podell, Tim Dockhorn, Zion English, Kyle Lacey, Alex Goodwin, Yannik Marek, Robin Rombach

2403.03206

Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework

Jie Chen, Cheen-Hau Tan, Junhui Hou, Lap-Pui Chau, He Li

1803.10433

LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models

Yaohui Wang, Xinyuan Chen, Xin Ma, Shangchen Zhou, Ziqi Huang, Yi Wang, Ceyuan Yang, Yinan He, Jiashuo Yu, Peiqing Yang, Yuwei Guo, Tianxing Wu, Chenyang Si, Yuming Jiang, Cunjian Chen, Chen Change Loy, Bo Dai, Dahua Lin, Yu Qiao, Ziwei Liu

2309.15103

Fast End-to-End Trainable Guided Filter

Huikai Wu, Shuai Zheng, Junge Zhang, Kaiqi Huang

1803.05619

VideoPoet: A Large Language Model for Zero-Shot Video Generation

Dan Kondratyuk, Lijun Yu, Xiuye Gu, José Lezama, Jonathan Huang, Grant Schindler, Rachel Hornung, Vighnesh Birodkar, Jimmy Yan, Ming-Chang Chiu, Krishna Somandepalli, Hassan Akbari, Yair Alon, Yong Cheng, Josh Dillon, Agrim Gupta, Meera Hahn, Anja Hauth, David Hendon, Alonso Martinez, David Minnen, Mikhail Sirotenko, Kihyuk Sohn, Xuan Yang, Hartwig Adam, Ming-Hsuan Yang, Irfan Essa, Huisheng Wang, David A. Ross, Bryan Seybold, Lu Jiang

2312.14125

Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Andreas Blattmann, Tim Dockhorn, Sumith Kulal, Daniel Mendelevitch, Maciej Kilian, Dominik Lorenz, Yam Levi, Zion English, Vikram Voleti, Adam Letts, Varun Jampani, Robin Rombach

2311.15127

Approximate Convex Decomposition for 3D Meshes with Collision-Aware Concavity and Tree Search

Xinyue Wei, Minghua Liu, Zhan Ling, Hao Su

2205.02961

MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild

Grégory Rogez, Cordelia Schmid

1607.02046

DALL-E-Bot: Introducing Web-Scale Diffusion Models to Robotics

Ivan Kapelyukh, Vitalis Vosylius, Edward Johns

2210.02438

VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models

Wenlong Huang, Chen Wang, Ruohan Zhang, Yunzhu Li, Jiajun Wu, Li Fei-Fei

2307.05973

Dreamix: Video Diffusion Models are General Video Editors

Eyal Molad, Eliahu Horwitz, Dani Valevski, Alex Rav Acha, Yossi Matias, Yael Pritch, Yaniv Leviathan, Yedid Hoshen

2302.01329

Residual Connections Encourage Iterative Inference

Stanisław Jastrzębski, Devansh Arpit, Nicolas Ballas, Vikas Verma, Tong Che, Yoshua Bengio

1710.04773

Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network

Seunghoon Hong, Tackgeun You, Suha Kwak, Bohyung Han

1502.06796

YOLOv3: An Incremental Improvement

Joseph Redmon, Ali Farhadi

1804.02767

MegaPose: 6D Pose Estimation of Novel Objects via Render & Compare

Yann Labbé, Lucas Manuelli, Arsalan Mousavian, Stephen Tyree, Stan Birchfield, Jonathan Tremblay, Justin Carpentier, Mathieu Aubry, Dieter Fox, Josef Sivic

2212.06870

InterCap: Joint Markerless 3D Tracking of Humans and Objects in Interaction

Yinghao Huang, Omid Tehari, Michael J. Black, Dimitrios Tzionas

2209.12354

MONet: Unsupervised Scene Decomposition and Representation

Christopher P. Burgess, Loic Matthey, Nicholas Watters, Rishabh Kabra, Irina Higgins, Matt Botvinick, Alexander Lerchner

1901.11390

OnePose: One-Shot Object Pose Estimation without CAD Models

Jiaming Sun, Zihao Wang, Siyu Zhang, Xingyi He, Hongcheng Zhao, Guofeng Zhang, Xiaowei Zhou

2205.12257

Train Offline, Test Online: A Real Robot Learning Benchmark

Gaoyue Zhou, Victoria Dean, Mohan Kumar Srirama, Aravind Rajeswaran, Jyothish Pari, Kyle Hatch, Aryan Jain, Tianhe Yu, Pieter Abbeel, Lerrel Pinto, Chelsea Finn, Abhinav Gupta

2306.00942

Recurrent Human Pose Estimation

Vasileios Belagiannis, Andrew Zisserman

1605.02914

PVANET: Deep but Lightweight Neural Networks for Real-time Object Detection

Kye-Hyeon Kim, Sanghoon Hong, Byungseok Roh, Yeongjae Cheon, Minje Park

1608.08021

Unsupervised Learning of Spatiotemporally Coherent Metrics

Ross Goroshin, Joan Bruna, Jonathan Tompson, David Eigen, Yann LeCun

1412.6056

Learning by Asking Questions

Ishan Misra, Ross Girshick, Rob Fergus, Martial Hebert, Abhinav Gupta, Laurens van der Maaten

1712.01238

Fine-grained Recognition with Learnable Semantic Data Augmentation

Yifan Pu, Yizeng Han, Yulin Wang, Junlan Feng, Chao Deng, Gao Huang

2309.00399

Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model

Chunming He, Chengyu Fang, Yulun Zhang, Tian Ye, Kai Li, Longxiang Tang, Zhenhua Guo, Xiu Li, Sina Farsiu

2311.11638

Prompt Tuning Inversion for Text-Driven Image Editing Using Diffusion Models

Wenkai Dong, Song Xue, Xiaoyue Duan, Shumin Han

2305.04441

Detecting events and key actors in multi-person videos

Vignesh Ramanathan, Jonathan Huang, Sami Abu-El-Haija, Alexander Gorban, Kevin Murphy, Li Fei-Fei

1511.02917

Deep Structured Models For Group Activity Recognition

Zhiwei Deng, Mengyao Zhai, Lei Chen, Yuhao Liu, Srikanth Muralidharan, Mehrsan Javan Roshtkhari, Greg Mori

1506.04191

Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations

Adel Ahmadyan, Liangkai Zhang, Jianing Wei, Artsiom Ablavatski, Matthias Grundmann

2012.09988

Category Level Object Pose Estimation via Neural Analysis-by-Synthesis

Xu Chen, Zijian Dong, Jie Song, Andreas Geiger, Otmar Hilliges

2008.08145

SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Dustin Podell, Zion English, Kyle Lacey, Andreas Blattmann, Tim Dockhorn, Jonas Müller, Joe Penna, Robin Rombach

2307.01952

Zero-Shot Video Editing Using Off-The-Shelf Image Diffusion Models

Wen Wang, Yan Jiang, Kangyang Xie, Zide Liu, Hao Chen, Yue Cao, Xinlong Wang, Chunhua Shen

2303.17599

A Deep Generative Deconvolutional Image Model

Yunchen Pu, Xin Yuan, Andrew Stevens, Chunyuan Li, Lawrence Carin

1512.07344

CCEdit: Creative and Controllable Video Editing via Diffusion Models

Ruoyu Feng, Wenming Weng, Yanhui Wang, Yuhui Yuan, Jianmin Bao, Chong Luo, Zhibo Chen, Baining Guo

2309.16496

VIDM: Video Implicit Diffusion Models

Kangfu Mei, Vishal M. Patel

2212.00235

DragNUWA: Fine-grained Control in Video Generation by Integrating Text, Image, and Trajectory

Shengming Yin, Chenfei Wu, Jian Liang, Jie Shi, Houqiang Li, Gong Ming, Nan Duan

2308.08089

Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models

Daiki Miyake, Akihiro Iohara, Yu Saito, Toshiyuki Tanaka

2305.16807

Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models

Jiayi Guo, Xingqian Xu, Yifan Pu, Zanlin Ni, Chaofei Wang, Manushree Vasu, Shiji Song, Gao Huang, Humphrey Shi

2312.04410

Joint Inference of Groups, Events and Human Roles in Aerial Videos

Tianmin Shu, Dan Xie, Brandon Rothrock, Sinisa Todorovic, Song-Chun Zhu

1505.05957

InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning

Jing Shi, Wei Xiong, Zhe Lin, Hyun Joon Jung

2304.03411

Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

Shuai Yang, Yifan Zhou, Ziwei Liu, Chen Change Loy

2306.07954

Objects2action: Classifying and localizing actions without any video example

Mihir Jain, Jan C. van Gemert, Thomas Mensink, Cees G. M. Snoek

1510.06939

IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Hu Ye, Jun Zhang, Sibo Liu, Xiao Han, Wei Yang

2308.06721

Rank-DETR for High Quality Object Detection

Yifan Pu, Weicong Liang, Yiduo Hao, Yuhui Yuan, Yukang Yang, Chao Zhang, Han Hu, Gao Huang

2310.08854

LoFTR: Detector-Free Local Feature Matching with Transformers

Jiaming Sun, Zehong Shen, Yuang Wang, Hujun Bao, Xiaowei Zhou

2104.00680

Category-Level 6D Object Pose Estimation via Cascaded Relation and Recurrent Reconstruction Networks

Jiaze Wang, Kai Chen, Qi Dou

2108.08755

DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model

Eldar Insafutdinov, Leonid Pishchulin, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele

1605.03170

Physically Plausible Full-Body Hand-Object Interaction Synthesis

Jona Braun, Sammy Christen, Muhammed Kocabas, Emre Aksan, Otmar Hilliges

2309.07907

The Surprising Effectiveness of Representation Learning for Visual Imitation

Jyothish Pari, Nur Muhammad Shafiullah, Sridhar Pandian Arunachalam, Lerrel Pinto

2112.01511

Learning to Infer and Execute 3D Shape Programs

Yonglong Tian, Andrew Luo, Xingyuan Sun, Kevin Ellis, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu

1901.02875

CosyPose: Consistent multi-view multi-object 6D pose estimation

Yann Labbé, Justin Carpentier, Mathieu Aubry, Josef Sivic

2008.08465

Residual Networks Behave Like Ensembles of Relatively Shallow Networks

Andreas Veit, Michael Wilber, Serge Belongie

1605.06431

Human pose estimation via Convolutional Part Heatmap Regression

Adrian Bulat, Georgios Tzimiropoulos

1609.01743

Ego4D: Around the World in 3,000 Hours of Egocentric Video

Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Abrham Gebreselasie, Cristina Gonzalez, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jachym Kolar, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Ziwei Zhao, Yunyi Zhu, Pablo Arbelaez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik

2110.07058

DECO: Dense Estimation of 3D Human-Scene Contact In The Wild

Shashank Tripathi, Agniv Chatterjee, Jean-Claude Passy, Hongwei Yi, Dimitrios Tzionas, Michael J. Black

2309.15273

3D Human Pose Estimation via Intuitive Physics

Shashank Tripathi, Lea Müller, Chun-Hao P. Huang, Omid Taheri, Michael J. Black, Dimitrios Tzionas

2303.18246

The Unsurprising Effectiveness of Pre-Trained Vision Models for Control

Simone Parisi, Aravind Rajeswaran, Senthil Purushwalkam, Abhinav Gupta

2203.03580

Convolutional Pose Machines

Shih-En Wei, Varun Ramakrishna, Takeo Kanade, Yaser Sheikh

1602.00134

BundleTrack: 6D Pose Tracking for Novel Objects without Instance or Category-Level 3D Models

Bowen Wen, Kostas Bekris

2108.00516

DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation

Leonid Pishchulin, Eldar Insafutdinov, Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Peter Gehler, Bernt Schiele

1511.06645

R3M: A Universal Visual Representation for Robot Manipulation

Suraj Nair, Aravind Rajeswaran, Vikash Kumar, Chelsea Finn, Abhinav Gupta

2203.12601

Soft-Label Anonymous Gastric X-ray Image Distillation

Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama

2104.02857

DeepFix: A Fully Convolutional Neural Network for predicting Human Eye Fixations

Srinivas S. S. Kruthiventi, Kumar Ayush, R. Venkatesh Babu

1510.02927

Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data

Lisa Anne Hendricks, Subhashini Venugopalan, Marcus Rohrbach, Raymond Mooney, Kate Saenko, Trevor Darrell

1511.05284

Describing Videos by Exploiting Temporal Structure

Li Yao, Atousa Torabi, Kyunghyun Cho, Nicolas Ballas, Christopher Pal, Hugo Larochelle, Aaron Courville

1502.08029

SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds

Yanyu Li, Huan Wang, Qing Jin, Ju Hu, Pavlo Chemerys, Yun Fu, Yanzhi Wang, Sergey Tulyakov, Jian Ren

2306.00980

Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer

Songwei Ge, Thomas Hayes, Harry Yang, Xi Yin, Guan Pang, David Jacobs, Jia-Bin Huang, Devi Parikh

2204.03638

Deblurring via Stochastic Refinement

Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar

2112.02475

SimDA: Simple Diffusion Adapter for Efficient Video Generation

Zhen Xing, Qi Dai, Han Hu, Zuxuan Wu, Yu-Gang Jiang

2308.09710

TRACT: Denoising Diffusion Models with Transitive Closure Time-Distillation

David Berthelot, Arnaud Autef, Jierui Lin, Dian Ang Yap, Shuangfei Zhai, Siyuan Hu, Daniel Zheng, Walter Talbott, Eric Gu

2303.04248

StableVideo: Text-driven Consistency-aware Diffusion Video Editing

Wenhao Chai, Xun Guo, Gaoang Wang, Yan Lu

2308.09592

Flexible Diffusion Modeling of Long Videos

William Harvey, Saeid Naderiparizi, Vaden Masrani, Christian Weilbach, Frank Wood

2205.11495

StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2

Ivan Skorokhodov, Sergey Tulyakov, Mohamed Elhoseiny

2112.14683

Deep Visual Foresight for Planning Robot Motion

Chelsea Finn, Sergey Levine

1610.00696

CoDeF: Content Deformation Fields for Temporally Consistent Video Processing

Hao Ouyang, Qiuyu Wang, Yuxi Xiao, Qingyan Bai, Juntao Zhang, Kecheng Zheng, Xiaowei Zhou, Qifeng Chen, Yujun Shen

2308.07926

Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers

Zhaoshuo Li, Xingtong Liu, Nathan Drenkow, Andy Ding, Francis X. Creighton, Russell H. Taylor, Mathias Unberath

2011.02910

se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains

Bowen Wen, Chaitanya Mitash, Baozhang Ren, Kostas E. Bekris

2007.13866

Visual Room Rearrangement

Luca Weihs, Matt Deitke, Aniruddha Kembhavi, Roozbeh Mottaghi

2103.16544

Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation

Yu Xiang, Christopher Xie, Arsalan Mousavian, Dieter Fox

2007.15157

COTR: Correspondence Transformer for Matching Across Images

Wei Jiang, Eduard Trulls, Jan Hosang, Andrea Tagliasacchi, Kwang Moo Yi

2103.14167

MIME: Human-Aware 3D Scene Generation

Hongwei Yi, Chun-Hao P. Huang, Shashank Tripathi, Lea Hering, Justus Thies, Michael J. Black

2212.04360

Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation

Xiaochuan Fan, Kang Zheng, Yuewei Lin, Song Wang

1504.07159

SCORES: Shape Composition with Recursive Substructure Priors

Chenyang Zhu, Kai Xu, Siddhartha Chaudhuri, Renjiao Yi, Hao Zhang

1809.05398

Mask-Attention-Free Transformer for 3D Instance Segmentation

Xin Lai, Yuhui Yuan, Ruihang Chu, Yukang Chen, Han Hu, Jiaya Jia

2309.01692

Monte-Carlo Tree Search for Efficient Visually Guided Rearrangement Planning

Yann Labbé, Sergey Zagoruyko, Igor Kalevatykh, Ivan Laptev, Justin Carpentier, Mathieu Aubry, Josef Sivic

1904.10348

Vision-driven Compliant Manipulation for Reliable, High-Precision Assembly Tasks

Andrew S. Morgan, Bowen Wen, Junchi Liang, Abdeslam Boularias, Aaron M. Dollar, Kostas Bekris

2106.14070

CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation

Zhihao Li, Jianzhuang Liu, Zhensong Zhang, Songcen Xu, Youliang Yan

2208.00571

Latency-aware Unified Dynamic Networks for Efficient Image Recognition

Yizeng Han, Zeyu Liu, Zhihang Yuan, Yifan Pu, Chaofei Wang, Shiji Song, Gao Huang

2308.15949

Efficient Object Localization Using Convolutional Networks

Jonathan Tompson, Ross Goroshin, Arjun Jain, Yann LeCun, Christopher Bregler

1411.4280

Visibility Aware Human-Object Interaction Tracking from Single RGB Camera

Xianghui Xie, Bharat Lal Bhatnagar, Gerard Pons-Moll

2303.16479

Simple but Effective: CLIP Embeddings for Embodied AI

Apoorv Khandelwal, Luca Weihs, Roozbeh Mottaghi, Aniruddha Kembhavi

2111.09888

Synthesizing Programs for Images using Reinforced Adversarial Learning

Yaroslav Ganin, Tejas Kulkarni, Igor Babuschkin, S. M. Ali Eslami, Oriol Vinyals

1804.01118

Implicit Behavioral Cloning

Pete Florence, Corey Lynch, Andy Zeng, Oscar Ramirez, Ayzaan Wahid, Laura Downs, Adrian Wong, Johnny Lee, Igor Mordatch, Jonathan Tompson

2109.00137

Chained Predictions Using Convolutional Neural Networks

Georgia Gkioxari, Alexander Toshev, Navdeep Jaitly

1605.02346

ArtiGrasp: Physically Plausible Synthesis of Bi-Manual Dexterous Grasping and Articulation

Hui Zhang, Sammy Christen, Zicong Fan, Luocheng Zheng, Jemin Hwangbo, Jie Song, Otmar Hilliges

2309.03891

Disentangling Monocular 3D Object Detection

Andrea Simonelli, Samuel Rota Rota Bulò, Lorenzo Porzi, Manuel López-Antequera, Peter Kontschieder

1905.12365

A Discriminative CNN Video Representation for Event Detection

Zhongwen Xu, Yi Yang, Alexander G. Hauptmann

1411.4006

Computation-efficient Deep Learning for Computer Vision: A Survey

Yulin Wang, Yizeng Han, Chaofei Wang, Shiji Song, Qi Tian, Gao Huang

2308.13998

SD-DiT: Unleashing the Power of Self-supervised Discrimination in Diffusion Transformer

Rui Zhu, Yingwei Pan, Yehao Li, Ting Yao, Zhenglong Sun, Tao Mei, Chang Wen Chen

2403.17004

Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks

Sihyun Yu, Jihoon Tack, Sangwoo Mo, Hyunsu Kim, Junho Kim, Jung-Woo Ha, Jinwoo Shin

2202.10571

Generating Long Videos of Dynamic Scenes

Tim Brooks, Janne Hellsten, Miika Aittala, Ting-Chun Wang, Timo Aila, Jaakko Lehtinen, Ming-Yu Liu, Alexei A. Efros, Tero Karras

2206.03429

Fast Sampling of Diffusion Models via Operator Learning

Hongkai Zheng, Weili Nie, Arash Vahdat, Kamyar Azizzadenesheli, Anima Anandkumar

2211.13449

VIDiff: Translating Videos via Multi-Modal Instructions with Diffusion Models

Zhen Xing, Qi Dai, Zihao Zhang, Hui Zhang, Han Hu, Zuxuan Wu, Yu-Gang Jiang

2311.18837

Synthesize, Diagnose, and Optimize: Towards Fine-Grained Vision-Language Understanding

Wujian Peng, Sicheng Xie, Zuyao You, Shiyi Lan, Zuxuan Wu

2312.00081

MotionEditor: Editing Video Motion via Content-Aware Diffusion

Shuyuan Tu, Qi Dai, Zhi-Qi Cheng, Han Hu, Xintong Han, Zuxuan Wu, Yu-Gang Jiang

2311.18830

Scalable Diffusion Models with Transformers

William Peebles, Saining Xie

2212.09748

CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds

Haiyang Wang, Lihe Ding, Shaocong Dong, Shaoshuai Shi, Aoxue Li, Jianan Li, Zhenguo Li, Liwei Wang

2210.04264

A Theory of the Distortion-Perception Tradeoff in Wasserstein Space

Dror Freirich, Tomer Michaeli, Ron Meir

2107.02555

GRASS: Generative Recursive Autoencoders for Shape Structures

Jun Li, Kai Xu, Siddhartha Chaudhuri, Ersin Yumer, Hao Zhang, Leonidas Guibas

1705.02090

Spherical Transformer for LiDAR-based 3D Recognition

Xin Lai, Yukang Chen, Fanbin Lu, Jianhui Liu, Jiaya Jia

2303.12766

Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows

Tom Wehrbein, Marco Rudolph, Bodo Rosenhahn, Bastian Wandt

2107.13788

Learning Human-to-Robot Handovers from Point Clouds

Sammy Christen, Wei Yang, Claudia Pérez-D'Arpino, Otmar Hilliges, Dieter Fox, Yu-Wei Chao

2303.17592

Spatial Pruned Sparse Convolution for Efficient 3D Object Detection

Jianhui Liu, Yukang Chen, Xiaoqing Ye, Zhuotao Tian, Xiao Tan, Xiaojuan Qi

2209.14201

IST-Net: Prior-free Category-level Pose Estimation with Implicit Space Transformation

Jianhui Liu, Yukang Chen, Xiaoqing Ye, Xiaojuan Qi

2303.13479

Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions

Ayaan Haque, Matthew Tancik, Alexei A. Efros, Aleksander Holynski, Angjoo Kanazawa

2303.12789

DeepIM: Deep Iterative Matching for 6D Pose Estimation

Yi Li, Gu Wang, Xiangyang Ji, Yu Xiang, Dieter Fox

1804.00175

Superpoint Transformer for 3D Scene Instance Segmentation

Jiahao Sun, Chunmei Qing, Junpeng Tan, Xiangmin Xu

2211.15766

Point Transformer V2: Grouped Vector Attention and Partition-based Pooling

Xiaoyang Wu, Yixing Lao, Li Jiang, Xihui Liu, Hengshuang Zhao

2210.05666

Segment Anything

Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C. Berg, Wan-Yen Lo, Piotr Dollár, Ross Girshick

2304.02643

Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks

Ruihao Gong, Xianglong Liu, Shenghu Jiang, Tianxiang Li, Peng Hu, Jiazhen Lin, Fengwei Yu, Junjie Yan

1908.05033

Generating Holistic 3D Human Motion from Speech

Hongwei Yi, Hualin Liang, Yifei Liu, Qiong Cao, Yandong Wen, Timo Bolkart, Dacheng Tao, Michael J. Black

2212.04420

Recovering 3D Human Mesh from Monocular Images: A Survey

Yating Tian, Hongwen Zhang, Yebin Liu, Limin Wang

2203.01923

Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation

Ziniu Wan, Zhengjia Li, Maoqing Tian, Jianbo Liu, Shuai Yi, Hongsheng Li

2109.02303

CAMS: CAnonicalized Manipulation Spaces for Category-Level Functional Hand-Object Manipulation Synthesis

Juntian Zheng, Qingyuan Zheng, Lixing Fang, Yun Liu, Li Yi

2303.15469

Object pop-up: Can we infer 3D objects and their poses from human interactions alone?

Ilya A. Petrov, Riccardo Marin, Julian Chibane, Gerard Pons-Moll

2306.00777

Fast Training of Diffusion Models with Masked Transformers

Hongkai Zheng, Weili Nie, Arash Vahdat, Anima Anandkumar

2306.09305

A Survey on Video Diffusion Models

Zhen Xing, Qijun Feng, Haoran Chen, Qi Dai, Han Hu, Hang Xu, Zuxuan Wu, Yu-Gang Jiang

2310.10647

The Role of ImageNet Classes in Fréchet Inception Distance

Tuomas Kynkäänniemi, Tero Karras, Miika Aittala, Timo Aila, Jaakko Lehtinen

2203.06026

InstructDiffusion: A Generalist Modeling Interface for Vision Tasks

Zigang Geng, Binxin Yang, Tiankai Hang, Chen Li, Shuyang Gu, Ting Zhang, Jianmin Bao, Zheng Zhang, Han Hu, Dong Chen, Baining Guo

2309.03895

InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists

Yulu Gan, Sungwoo Park, Alexander Schubert, Anthony Philippakis, Ahmed M. Alaa

2310.00390

Control3D: Towards Controllable Text-to-3D Generation

Yang Chen, Yingwei Pan, Yehao Li, Ting Yao, Tao Mei

2311.05461

HIRI-ViT: Scaling Vision Transformer with High Resolution Inputs

Ting Yao, Yehao Li, Yingwei Pan, Tao Mei

2403.11999

All are Worth Words: A ViT Backbone for Diffusion Models

Fan Bao, Shen Nie, Kaiwen Xue, Yue Cao, Chongxuan Li, Hang Su, Jun Zhu

2209.12152

ControlStyle: Text-Driven Stylized Image Generation Using Diffusion Priors

Jingwen Chen, Yingwei Pan, Ting Yao, Tao Mei

2311.05463

Photorealistic Video Generation with Diffusion Models

Agrim Gupta, Lijun Yu, Kihyuk Sohn, Xiuye Gu, Meera Hahn, Li Fei-Fei, Irfan Essa, Lu Jiang, José Lezama

2312.06662

Consistency Models

Yang Song, Prafulla Dhariwal, Mark Chen, Ilya Sutskever

2303.01469

Learning Shape Abstractions by Assembling Volumetric Primitives

Shubham Tulsiani, Hao Su, Leonidas J. Guibas, Alexei A. Efros, Jitendra Malik

1612.00404

Consistent Video-to-Video Transfer Using Synthetic Dataset

Jiaxin Cheng, Tianjun Xiao, Tong He

2311.00213

Look Outside the Room: Synthesizing A Consistent Long-Term 3D Scene Video from A Single Image

Xuanchi Ren, Xiaolong Wang

2203.09457

Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation

Haochen Wang, Xiaodan Du, Jiahao Li, Raymond A. Yeh, Greg Shakhnarovich

2212.00774

Per-Pixel Classification is Not All You Need for Semantic Segmentation

Bowen Cheng, Alexander G. Schwing, Alexander Kirillov

2107.06278

Hierarchical Aggregation for 3D Instance Segmentation

Shaoyu Chen, Jiemin Fang, Qian Zhang, Wenyu Liu, Xinggang Wang

2108.02350

Category-Level 6D Object Pose and Size Estimation using Self-Supervised Deep Prior Deformation Networks

Jiehong Lin, Zewei Wei, Changxing Ding, Kui Jia

2207.05444

Instances as Queries

Yuxin Fang, Shusheng Yang, Xinggang Wang, Yu Li, Chen Fang, Ying Shan, Bin Feng, Wenyu Liu

2105.01928

AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search

Linnan Wang, Yiyang Zhao, Yuu Jinnai, Yuandong Tian, Rodrigo Fonseca

1903.11059

Multiview Compressive Coding for 3D Reconstruction

Chao-Yuan Wu, Justin Johnson, Jitendra Malik, Christoph Feichtenhofer, Georgia Gkioxari

2301.08247

TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D Environments

Yu Sun, Qian Bao, Wu Liu, Tao Mei, Michael J. Black

2306.02850

SparseFusion: Distilling View-conditioned Diffusion for 3D Reconstruction

Zhizhuo Zhou, Shubham Tulsiani

2212.00792

Magic3D: High-Resolution Text-to-3D Content Creation

Chen-Hsuan Lin, Jun Gao, Luming Tang, Towaki Takikawa, Xiaohui Zeng, Xun Huang, Karsten Kreis, Sanja Fidler, Ming-Yu Liu, Tsung-Yi Lin

2211.10440

FusionRCNN: LiDAR-Camera Fusion for Two-stage 3D Object Detection

Xinli Xu, Shaocong Dong, Lihe Ding, Jie Wang, Tingfa Xu, Jianan Li

2209.10733

Embracing Single Stride 3D Object Detector with Sparse Transformer

Lue Fan, Ziqi Pang, Tianyuan Zhang, Yu-Xiong Wang, Hang Zhao, Feng Wang, Naiyan Wang, Zhaoxiang Zhang

2112.06375

SimMIM: A Simple Framework for Masked Image Modeling

Zhenda Xie, Zheng Zhang, Yue Cao, Yutong Lin, Jianmin Bao, Zhuliang Yao, Qi Dai, Han Hu

2111.09886

EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations

Ahmad Darkhalil, Dandan Shan, Bin Zhu, Jian Ma, Amlan Kar, Richard Higgins, Sanja Fidler, David Fouhey, Dima Damen

2209.13064

FCAF3D: Fully Convolutional Anchor-Free 3D Object Detection

Danila Rukhovich, Anna Vorontsova, Anton Konushin

2112.00322

Sparse Instance Activation for Real-Time Instance Segmentation

Tianheng Cheng, Xinggang Wang, Shaoyu Chen, Wenqiang Zhang, Qian Zhang, Chang Huang, Zhaoxiang Zhang, Wenyu Liu

2203.12827

SoftGroup for 3D Instance Segmentation on Point Clouds

Thang Vu, Kookhoi Kim, Tung M. Luu, Xuan Thanh Nguyen, Chang D. Yoo

2203.01509

Nerfstudio: A Modular Framework for Neural Radiance Field Development

Matthew Tancik, Ethan Weber, Evonne Ng, Ruilong Li, Brent Yi, Justin Kerr, Terrance Wang, Alexander Kristoffersen, Jake Austin, Kamyar Salahi, Abhik Ahuja, David McAllister, Angjoo Kanazawa

2302.04264

Fine-Grained Egocentric Hand-Object Segmentation: Dataset, Model, and Applications

Lingzhi Zhang, Shenghao Zhou, Simon Stent, Jianbo Shi

2208.03826

Category-Level 6D Object Pose Estimation in the Wild: A Semi-Supervised Learning Approach and A New Dataset

Yang Fu, Xiaolong Wang

2206.15436

NeRF-Art: Text-Driven Neural Radiance Fields Stylization

Can Wang, Ruixiang Jiang, Menglei Chai, Mingming He, Dongdong Chen, Jing Liao

2212.08070

RBGNet: Ray-based Grouping for 3D Object Detection

Haiyang Wang, Shaoshuai Shi, Ze Yang, Rongyao Fang, Qi Qian, Hongsheng Li, Bernt Schiele, Liwei Wang

2204.02251

SimpleClick: Interactive Image Segmentation with Simple Vision Transformers

Qin Liu, Zhenlin Xu, Gedas Bertasius, Marc Niethammer

2210.11006

Multimodal Token Fusion for Vision Transformers

Yikai Wang, Xinghao Chen, Lele Cao, Wenbing Huang, Fuchun Sun, Yunhe Wang

2204.08721

Self-Supervised Geometric Correspondence for Category-Level 6D Object Pose Estimation in the Wild

Kaifeng Zhang, Yang Fu, Shubhankar Borse, Hong Cai, Fatih Porikli, Xiaolong Wang

2210.07199

RBP-Pose: Residual Bounding Box Projection for Category-Level Pose Estimation

Ruida Zhang, Yan Di, Zhiqiang Lou, Fabian Manhardt, Federico Tombari, Xiangyang Ji

2208.00237

OneFormer: One Transformer to Rule Universal Image Segmentation

Jitesh Jain, Jiachen Li, MangTik Chiu, Ali Hassani, Nikita Orlov, Humphrey Shi

2211.06220

RealFusion: 360° Reconstruction of Any Object from a Single Image

Luke Melas-Kyriazi, Christian Rupprecht, Iro Laina, Andrea Vedaldi

2302.10663

Federated Incremental Semantic Segmentation

Jiahua Dong, Duzhen Zhang, Yang Cong, Wei Cong, Henghui Ding, Dengxin Dai

2304.04620

Learning to Listen: Modeling Non-Deterministic Dyadic Facial Motion

Evonne Ng, Hanbyul Joo, Liwen Hu, Hao Li, Trevor Darrell, Angjoo Kanazawa, Shiry Ginosar

2204.08451

Retrospectives on the Embodied AI Workshop

Matt Deitke, Dhruv Batra, Yonatan Bisk, Tommaso Campari, Angel X. Chang, Devendra Singh Chaplot, Changan Chen, Claudia Pérez D'Arpino, Kiana Ehsani, Ali Farhadi, Li Fei-Fei, Anthony Francis, Chuang Gan, Kristen Grauman, David Hall, Winson Han, Unnat Jain, Aniruddha Kembhavi, Jacob Krantz, Stefan Lee, Chengshu Li, Sagnik Majumder, Oleksandr Maksymets, Roberto Martín-Martín, Roozbeh Mottaghi, Sonia Raychaudhuri, Mike Roberts, Silvio Savarese, Manolis Savva, Mohit Shridhar, Niko Sünderhauf, Andrew Szot, Ben Talbot, Joshua B. Tenenbaum, Jesse Thomason, Alexander Toshev, Joanne Truong, Luca Weihs, Jiajun Wu

2210.06849

VSA: Learning Varied-Size Window Attention in Vision Transformers

Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao

2204.08446

Dual Vision Transformer

Ting Yao, Yehao Li, Yingwei Pan, Yu Wang, Xiao-Ping Zhang, Tao Mei

2207.04976

DeiT III: Revenge of the ViT

Hugo Touvron, Matthieu Cord, Hervé Jégou

2204.07118

Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing

Hao Fei, Shengqiong Wu, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan

2412.19806

In-Context Learning Unlocked for Diffusion Models

Zhendong Wang, Yifan Jiang, Yadong Lu, Yelong Shen, Pengcheng He, Weizhu Chen, Zhangyang Wang, Mingyuan Zhou

2305.01115

I$^2$SB: Image-to-Image Schrödinger Bridge

Guan-Horng Liu, Arash Vahdat, De-An Huang, Evangelos A. Theodorou, Weili Nie, Anima Anandkumar

2302.05872

Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and Video Generation

Shentong Mo, Yapeng Tian

2405.15881

MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing

Kai Zhang, Lingbo Mo, Wenhu Chen, Huan Sun, Yu Su

2306.10012

VDT: General-purpose Video Diffusion Transformers via Mask Modeling

Haoyu Lu, Guoxing Yang, Nanyi Fei, Yuqi Huo, Zhiwu Lu, Ping Luo, Mingyu Ding

2305.13311

OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation

Junke Wang, Yi Jiang, Zehuan Yuan, Binyue Peng, Zuxuan Wu, Yu-Gang Jiang

2406.09399

UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models

Wenliang Zhao, Lujia Bai, Yongming Rao, Jie Zhou, Jiwen Lu

2302.04867

Deep Watershed Transform for Instance Segmentation

Min Bai, Raquel Urtasun

1611.08303

GRES: Generalized Referring Expression Segmentation

Chang Liu, Henghui Ding, Xudong Jiang

2306.00968

Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning

Ting Chen, Ruixiang Zhang, Geoffrey Hinton

2208.04202

Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis

Wan-Cyuan Fan, Yen-Chun Chen, Dongdong Chen, Yu Cheng, Lu Yuan, Yu-Chiang Frank Wang

2208.13753

Simple diffusion: End-to-end diffusion for high resolution images

Emiel Hoogeboom, Jonathan Heek, Tim Salimans

2301.11093

Scalable Adaptive Computation for Iterative Generation

Allan Jabri, David Fleet, Ting Chen

2212.11972

3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation

Francis Engelmann, Martin Bokeloh, Alireza Fathi, Bastian Leibe, Matthias Nießner

2003.13867

K-Net: Towards Unified Image Segmentation

Wenwei Zhang, Jiangmiao Pang, Kai Chen, Chen Change Loy

2106.14855

FCOS3D: Fully Convolutional One-Stage Monocular 3D Object Detection

Tai Wang, Xinge Zhu, Jiangmiao Pang, Dahua Lin

2104.10956

An End-to-End Transformer Model for 3D Object Detection

Ishan Misra, Rohit Girdhar, Armand Joulin

2109.08141

ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection

Danila Rukhovich, Anna Vorontsova, Anton Konushin

2106.01178

SOLQ: Segmenting Objects by Learning Queries

Bin Dong, Fangao Zeng, Tiancai Wang, Xiangyu Zhang, Yichen Wei

2106.02351

Center-based 3D Object Detection and Tracking

Tianwei Yin, Xingyi Zhou, Philipp Krähenbühl

2006.11275

DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification

Yongming Rao, Wenliang Zhao, Benlin Liu, Jiwen Lu, Jie Zhou, Cho-Jui Hsieh

2106.02034

Diffusion Posterior Sampling for General Noisy Inverse Problems

Hyungjin Chung, Jeongsol Kim, Michael T. Mccann, Marc L. Klasky, Jong Chul Ye

2209.14687

Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers

Stephan R. Richter, Stefan Roth

1804.10975

Group-Free 3D Object Detection via Transformers

Ze Liu, Zheng Zhang, Yue Cao, Han Hu, Xin Tong

2104.00678

ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

Han Cai, Ligeng Zhu, Song Han

1812.00332

ISTR: End-to-End Instance Segmentation with Transformers

Jie Hu, Liujuan Cao, Yao Lu, ShengChuan Zhang, Yan Wang, Ke Li, Feiyue Huang, Ling Shao, Rongrong Ji

2105.00637

Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks

Zhihao Liang, Zhihao Li, Songcen Xu, Mingkui Tan, Kui Jia

2108.07478

OTA: Optimal Transport Assignment for Object Detection

Zheng Ge, Songtao Liu, Zeming Li, Osamu Yoshie, Jian Sun

2103.14259

DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic Convolution

Tong He, Chunhua Shen, Anton van den Hengel

2011.13328

Voxel Transformer for 3D Object Detection

Jiageng Mao, Yujing Xue, Minzhe Niu, Haoyue Bai, Jiashi Feng, Xiaodan Liang, Hang Xu, Chunjing Xu

2109.02497

Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation

Chufeng Tang, Hang Chen, Xiao Li, Jianmin Li, Zhaoxiang Zhang, Xiaolin Hu

2104.05239

PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation

Li Jiang, Hengshuang Zhao, Shaoshuai Shi, Shu Liu, Chi-Wing Fu, Jiaya Jia

2004.01658

MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers

Huiyu Wang, Yukun Zhu, Hartwig Adam, Alan Yuille, Liang-Chieh Chen

2012.00759

Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection

Jiageng Mao, Minzhe Niu, Haoyue Bai, Xiaodan Liang, Hang Xu, Chunjing Xu

2109.02499

Neighborhood Attention Transformer

Ali Hassani, Steven Walton, Jiachen Li, Shen Li, Humphrey Shi

2204.07143

FS-Net: Fast Shape-based Network for Category-Level 6D Object Pose Estimation with Decoupled Rotation Mechanism

Wei Chen, Xi Jia, Hyung Jin Chang, Jinming Duan, Linlin Shen, Ales Leonardis

2103.07054

SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose Estimation

Yan Di, Fabian Manhardt, Gu Wang, Xiangyang Ji, Nassir Navab, Federico Tombari

2108.08367

Learning a Single Convolutional Super-Resolution Network for Multiple Degradations

Kai Zhang, Wangmeng Zuo, Lei Zhang

1712.06116

Convolutional neural networks with low-rank regularization

Cheng Tai, Tong Xiao, Yi Zhang, Xiaogang Wang, Weinan E

1511.06067

GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise Voting

Yan Di, Ruida Zhang, Zhiqiang Lou, Fabian Manhardt, Xiangyang Ji, Nassir Navab, Federico Tombari

2203.07918

Is Space-Time Attention All You Need for Video Understanding?

Gedas Bertasius, Heng Wang, Lorenzo Torresani

2102.05095

How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers

Andreas Steiner, Alexander Kolesnikov, Xiaohua Zhai, Ross Wightman, Jakob Uszkoreit, Lucas Beyer

2106.10270

Are Convolutional Neural Networks or Transformers more like human vision?

Shikhar Tuli, Ishita Dasgupta, Erin Grant, Thomas L. Griffiths

2105.07197

Dilated Neighborhood Attention Transformer

Ali Hassani, Humphrey Shi

2209.15001

VirtualHome: Simulating Household Activities via Programs

Xavier Puig, Kevin Ra, Marko Boben, Jiaman Li, Tingwu Wang, Sanja Fidler, Antonio Torralba

1806.07011

Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Yinhuai Wang, Jiwen Yu, Jian Zhang

2212.00490

Three things everyone should know about Vision Transformers

Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Jakob Verbeek, Hervé Jégou

2203.09795

VLT: Vision-Language Transformer and Query Generation for Referring Segmentation

Henghui Ding, Chang Liu, Suchen Wang, Xudong Jiang

2210.15871

Expanding Language-Image Pretrained Models for General Video Recognition

Bolin Ni, Houwen Peng, Minghao Chen, Songyang Zhang, Gaofeng Meng, Jianlong Fu, Shiming Xiang, Haibin Ling

2208.02816

It Takes (Only) Two: Adversarial Generator-Encoder Networks

Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky

1704.02304

Prototype Adaption and Projection for Few- and Zero-shot 3D Point Cloud Semantic Segmentation

Shuting He, Xudong Jiang, Wei Jiang, Henghui Ding

2305.14335

OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding

Tao Zhang, Xiangtai Li, Hao Fei, Haobo Yuan, Shengqiong Wu, Shunping Ji, Chen Change Loy, Shuicheng Yan

2406.19389

Transformer-Based Visual Segmentation: A Survey

Xiangtai Li, Henghui Ding, Haobo Yuan, Wenwei Zhang, Jiangmiao Pang, Guangliang Cheng, Kai Chen, Ziwei Liu, Chen Change Loy

2304.09854

Latte: Latent Diffusion Transformer for Video Generation

Xin Ma, Yaohui Wang, Xinyuan Chen, Gengyun Jia, Ziwei Liu, Yuan-Fang Li, Cunjian Chen, Yu Qiao

2401.03048

VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking

Limin Wang, Bingkun Huang, Zhiyu Zhao, Zhan Tong, Yinan He, Yi Wang, Yali Wang, Yu Qiao

2303.16727

VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation

Zhengxiong Luo, Dayou Chen, Yingya Zhang, Yan Huang, Liang Wang, Yujun Shen, Deli Zhao, Jingren Zhou, Tieniu Tan

2303.08320

Enhancing Video-Language Representations with Structural Spatio-Temporal Alignment

Hao Fei, Shengqiong Wu, Meishan Zhang, Min Zhang, Tat-Seng Chua, Shuicheng Yan

2406.19255

Towards Semantic Equivalence of Tokenization in Multimodal LLM

Shengqiong Wu, Hao Fei, Xiangtai Li, Jiayi Ji, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan

2406.05127

Multi-Modal Mutual Attention and Iterative Interaction for Referring Image Segmentation

Chang Liu, Henghui Ding, Yulun Zhang, Xudong Jiang

2305.15302

Primitive Generation and Semantic-related Alignment for Universal Zero-Shot Segmentation

Shuting He, Henghui Ding, Wei Jiang

2306.11087

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Peize Sun, Yi Jiang, Shoufa Chen, Shilong Zhang, Bingyue Peng, Ping Luo, Zehuan Yuan

2406.06525

Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention

Sitong Wu, Tianyi Wu, Haoru Tan, Guodong Guo

2112.14000

Vision Transformer with Deformable Attention

Zhuofan Xia, Xuran Pan, Shiji Song, Li Erran Li, Gao Huang

2201.00520

Diffusion Models for Adversarial Purification

Weili Nie, Brandon Guo, Yujia Huang, Chaowei Xiao, Arash Vahdat, Anima Anandkumar

2205.07460

VideoComposer: Compositional Video Synthesis with Motion Controllability

Xiang Wang, Hangjie Yuan, Shiwei Zhang, Dayou Chen, Jiuniu Wang, Yingya Zhang, Yujun Shen, Deli Zhao, Jingren Zhou

2306.02018

Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition

Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Meishan Zhang, Mong-Li Lee, Wynne Hsu

2501.03230

MOSE: A New Dataset for Video Object Segmentation in Complex Scenes

Henghui Ding, Chang Liu, Shuting He, Xudong Jiang, Philip H. S. Torr, Song Bai

2302.01872

ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation

Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao

2204.12484

Comprehending and Ordering Semantics for Image Captioning

Yehao Li, Yingwei Pan, Ting Yao, Tao Mei

2206.06930

OMG-Seg: Is One Model Good Enough For All Segmentation?

Xiangtai Li, Haobo Yuan, Wei Li, Henghui Ding, Size Wu, Wenwei Zhang, Yining Li, Kai Chen, Chen Change Loy

2401.10229

EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers

Junting Pan, Adrian Bulat, Fuwen Tan, Xiatian Zhu, Lukasz Dudziak, Hongsheng Li, Georgios Tzimiropoulos, Brais Martinez

2205.03436

Sequential Modeling Enables Scalable Learning for Large Vision Models

Yutong Bai, Xinyang Geng, Karttikeya Mangalam, Amir Bar, Alan Yuille, Trevor Darrell, Jitendra Malik, Alexei A Efros

2312.00785

Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning

Long Qian, Juncheng Li, Yu Wu, Yaobo Ye, Hao Fei, Tat-Seng Chua, Yueting Zhuang, Siliang Tang

2402.11435

ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond

Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao

2202.10108

End-to-End Object Detection with Fully Convolutional Network

Jianfeng Wang, Lin Song, Zeming Li, Hongbin Sun, Jian Sun, Nanning Zheng

2012.03544

SSN: Shape Signature Networks for Multi-class Object Detection from Point Clouds

Xinge Zhu, Yuexin Ma, Tai Wang, Yan Xu, Jianping Shi, Dahua Lin

2004.02774

Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Keyu Tian, Yi Jiang, Zehuan Yuan, Bingyue Peng, Liwei Wang

2404.02905

Improving Diffusion Models for Inverse Problems using Manifold Constraints

Hyungjin Chung, Byeongsu Sim, Dohoon Ryu, Jong Chul Ye

2206.00941

RTM3D: Real-time Monocular 3D Detection from Object Keypoints for Autonomous Driving

Peixuan Li, Huaici Zhao, Pengfei Liu, Feidao Cao

2001.03343

Sparse R-CNN: End-to-End Object Detection with Learnable Proposals

Peize Sun, Rufeng Zhang, Yi Jiang, Tao Kong, Chenfeng Xu, Wei Zhan, Masayoshi Tomizuka, Lei Li, Zehuan Yuan, Changhu Wang, Ping Luo

2011.12450

End-to-End Video Instance Segmentation with Transformers

Yuqing Wang, Zhaoliang Xu, Xinlong Wang, Chunhua Shen, Baoshan Cheng, Hao Shen, Huaxia Xia

2011.14503

Atlas: End-to-End 3D Scene Reconstruction from Posed Images

Zak Murez, Tarrence van As, James Bartolozzi, Ayan Sinha, Vijay Badrinarayanan, Andrew Rabinovich

2003.10432

MonoPair: Monocular 3D Object Detection Using Pairwise Spatial Relationships

Yongjian Chen, Lei Tai, Kai Sun, Mingyang Li

2003.00504

Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image

Yinyu Nie, Xiaoguang Han, Shihui Guo, Yujian Zheng, Jian Chang, Jian Jun Zhang

2002.12212

High-Resolution Image Synthesis with Latent Diffusion Models

Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, Björn Ommer

2112.10752

A Closer Look at Local Aggregation Operators in Point Cloud Analysis

Ze Liu, Han Hu, Yue Cao, Zheng Zhang, Xin Tong

2007.01294

MLCVNet: Multi-Level Context VoteNet for 3D Object Detection

Qian Xie, Yu-Kun Lai, Jing Wu, Zhoutao Wang, Yiming Zhang, Kai Xu, Jun Wang

2004.05679

DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures

Jin-Dong Dong, An-Chieh Cheng, Da-Cheng Juan, Wei Wei, Min Sun

1806.08198

RePaint: Inpainting using Denoising Diffusion Probabilistic Models

Andreas Lugmayr, Martin Danelljan, Andres Romero, Fisher Yu, Radu Timofte, Luc Van Gool

2201.09865

CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction

Size Wu, Wenwei Zhang, Lumin Xu, Sheng Jin, Xiangtai Li, Wentao Liu, Chen Change Loy

2310.01403

Skeleton-in-Context: Unified Skeleton Sequence Modeling with In-Context Learning

Xinshun Wang, Zhongbin Fang, Xia Li, Xiangtai Li, Mengyuan Liu

2312.03703

Understanding Masked Image Modeling via Learning Occlusion Invariant Feature

Xiangwen Kong, Xiangyu Zhang

2208.04164

On Data Scaling in Masked Image Modeling

Zhenda Xie, Zheng Zhang, Yue Cao, Yutong Lin, Yixuan Wei, Qi Dai, Han Hu

2206.04664

HRFormer: High-Resolution Transformer for Dense Prediction

Yuhui Yuan, Rao Fu, Lang Huang, Weihong Lin, Chao Zhang, Xilin Chen, Jingdong Wang

2110.09408

Language as Queries for Referring Video Object Segmentation

Jiannan Wu, Yi Jiang, Peize Sun, Zehuan Yuan, Ping Luo

2201.00487

UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer

Kunchang Li, Yali Wang, Yinan He, Yizhuo Li, Yi Wang, Limin Wang, Yu Qiao

2211.09552

Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively

Haobo Yuan, Xiangtai Li, Chong Zhou, Yining Li, Kai Chen, Chen Change Loy

2401.02955

ReSTR: Convolution-free Referring Image Segmentation Using Transformers

Namyup Kim, Dongwon Kim, Cuiling Lan, Wenjun Zeng, Suha Kwak

2203.16768

Unmasked Teacher: Towards Training-Efficient Video Foundation Models

Kunchang Li, Yali Wang, Yizhuo Li, Yi Wang, Yinan He, Limin Wang, Yu Qiao

2303.16058

On the Integration of Self-Attention and Convolution

Xuran Pan, Chunjiang Ge, Rui Lu, Shiji Song, Guanfu Chen, Zeyi Huang, Gao Huang

2111.14556

iBOT: Image BERT Pre-Training with Online Tokenizer

Jinghao Zhou, Chen Wei, Huiyu Wang, Wei Shen, Cihang Xie, Alan Yuille, Tao Kong

2111.07832

MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions

Henghui Ding, Chang Liu, Shuting He, Xudong Jiang, Chen Change Loy

2308.08544

Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders

Min Shi, Fuxiao Liu, Shihao Wang, Shijia Liao, Subhashree Radhakrishnan, Yilin Zhao, De-An Huang, Hongxu Yin, Karan Sapra, Yaser Yacoob, Humphrey Shi, Bryan Catanzaro, Andrew Tao, Jan Kautz, Zhiding Yu, Guilin Liu

2408.15998

Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging

Yuanhao Cai, Jing Lin, Haoqian Wang, Xin Yuan, Henghui Ding, Yulun Zhang, Radu Timofte, Luc Van Gool

2205.10102

Flow-Guided Sparse Transformer for Video Deblurring

Jing Lin, Yuanhao Cai, Xiaowan Hu, Haoqian Wang, Youliang Yan, Xueyi Zou, Henghui Ding, Yulun Zhang, Radu Timofte, Luc Van Gool

2201.01893

DPT: Deformable Patch-based Transformer for Visual Recognition

Zhiyang Chen, Yousong Zhu, Chaoyang Zhao, Guosheng Hu, Wei Zeng, Jinqiao Wang, Ming Tang

2107.14467

Vision Transformer with Progressive Sampling

Xiaoyu Yue, Shuyang Sun, Zhanghui Kuang, Meng Wei, Philip Torr, Wayne Zhang, Dahua Lin

2108.01684

An Image is Worth 32 Tokens for Reconstruction and Generation

Qihang Yu, Mark Weber, Xueqing Deng, Xiaohui Shen, Daniel Cremers, Liang-Chieh Chen

2406.07550

Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection

Benjin Zhu, Zhengkai Jiang, Xiangxin Zhou, Zeming Li, Gang Yu

1908.09492

Point-Based Multi-View Stereo Network

Rui Chen, Songfang Han, Jing Xu, Hao Su

1908.04422

Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection

Shifeng Zhang, Cheng Chi, Yongqiang Yao, Zhen Lei, Stan Z. Li

1912.02424

LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment

Bin Zhu, Bin Lin, Munan Ning, Yang Yan, Jiaxi Cui, HongFa Wang, Yatian Pang, Wenhao Jiang, Junwu Zhang, Zongwei Li, Wancai Zhang, Zhifeng Li, Wei Liu, Li Yuan

2310.01852

SCENIC: A JAX Library for Computer Vision Research and Beyond

Mostafa Dehghani, Alexey Gritsenko, Anurag Arnab, Matthias Minderer, Yi Tay

2110.11403

AutoAssign: Differentiable Label Assignment for Dense Object Detection

Benjin Zhu, Jianfeng Wang, Zhengkai Jiang, Fuhang Zong, Songtao Liu, Zeming Li, Jian Sun

2007.03496

Fine-Grained Dynamic Head for Object Detection

Lin Song, Yanwei Li, Zhengkai Jiang, Zeming Li, Hongbin Sun, Jian Sun, Nanning Zheng

2012.03519

Probabilistic Anchor Assignment with IoU Prediction for Object Detection

Kang Kim, Hee Seok Lee

2007.08103

Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction

Rohan Chabra, Jan Eric Lenssen, Eddy Ilg, Tanner Schmidt, Julian Straub, Steven Lovegrove, Richard Newcombe

2003.10983

Kimera: an Open-Source Library for Real-Time Metric-Semantic Localization and Mapping

Antoni Rosinol, Marcus Abate, Yun Chang, Luca Carlone

1910.02490

UniFormer: Unified Transformer for Efficient Spatiotemporal Representation Learning

Kunchang Li, Yali Wang, Peng Gao, Guanglu Song, Yu Liu, Hongsheng Li, Yu Qiao

2201.04676

Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer

Yifan Xu, Zhijie Zhang, Mengdan Zhang, Kekai Sheng, Ke Li, Weiming Dong, Liqing Zhang, Changsheng Xu, Xing Sun

2108.01390

Deep Hough Voting for 3D Object Detection in Point Clouds

Charles R. Qi, Or Litany, Kaiming He, Leonidas J. Guibas

1904.09664

STAR: A Benchmark for Situated Reasoning in Real-World Videos

Bo Wu, Shoubin Yu, Zhenfang Chen, Joshua B Tenenbaum, Chuang Gan

2405.09711

DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion

Chen Wang, Danfei Xu, Yuke Zhu, Roberto Martín-Martín, Cewu Lu, Li Fei-Fei, Silvio Savarese

1901.04780

BorderDet: Border Feature for Dense Object Detection

Han Qiu, Yuchen Ma, Zeming Li, Songtao Liu, Jian Sun

2007.11056

Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation

Gedas Bertasius, Lorenzo Torresani

1912.04573

VTimeLLM: Empower LLM to Grasp Video Moments

Bin Huang, Xin Wang, Hong Chen, Zihan Song, Wenwu Zhu

2311.18445

Resolution-robust Large Mask Inpainting with Fourier Convolutions

Roman Suvorov, Elizaveta Logacheva, Anton Mashikhin, Anastasia Remizova, Arsenii Ashukha, Aleksei Silvestrov, Naejin Kong, Harshith Goka, Kiwoong Park, Victor Lempitsky

2109.07161

MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer

Sachin Mehta, Mohammad Rastegari

2110.02178

Cosmos World Foundation Model Platform for Physical AI

NVIDIA, :, Niket Agarwal, Arslan Ali, Maciej Bala, Yogesh Balaji, Erik Barker, Tiffany Cai, Prithvijit Chattopadhyay, Yongxin Chen, Yin Cui, Yifan Ding, Daniel Dworakowski, Jiaojiao Fan, Michele Fenzi, Francesco Ferroni, Sanja Fidler, Dieter Fox, Songwei Ge, Yunhao Ge, Jinwei Gu, Siddharth Gururani, Ethan He, Jiahui Huang, Jacob Huffman, Pooya Jannaty, Jingyi Jin, Seung Wook Kim, Gergely Klár, Grace Lam, Shiyi Lan, Laura Leal-Taixe, Anqi Li, Zhaoshuo Li, Chen-Hsuan Lin, Tsung-Yi Lin, Huan Ling, Ming-Yu Liu, Xian Liu, Alice Luo, Qianli Ma, Hanzi Mao, Kaichun Mo, Arsalan Mousavian, Seungjun Nah, Sriharsha Niverty, David Page, Despoina Paschalidou, Zeeshan Patel, Lindsey Pavao, Morteza Ramezanali, Fitsum Reda, Xiaowei Ren, Vasanth Rao Naik Sabavat, Ed Schmerling, Stella Shi, Bartosz Stefaniak, Shitao Tang, Lyne Tchapmi, Przemek Tredak, Wei-Cheng Tseng, Jibin Varghese, Hao Wang, Haoxiang Wang, Heng Wang, Ting-Chun Wang, Fangyin Wei, Xinyue Wei, Jay Zhangjie Wu, Jiashu Xu, Wei Yang, Lin Yen-Chen, Xiaohui Zeng, Yu Zeng, Jing Zhang, Qinsheng Zhang, Yuxuan Zhang, Qingqing Zhao, Artur Zolkowski

2501.03575

3D-RelNet: Joint Object and Relational Network for 3D Prediction

Nilesh Kulkarni, Ishan Misra, Shubham Tulsiani, Abhinav Gupta

1906.02729

Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds

Bo Yang, Jianan Wang, Ronald Clark, Qingyong Hu, Sen Wang, Andrew Markham, Niki Trigoni

1906.01140

LLA: Loss-aware Label Assignment for Dense Pedestrian Detection

Zheng Ge, Jianfeng Wang, Xin Huang, Songtao Liu, Osamu Yoshie

2101.04307

FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images

Christian Zimmermann, Duygu Ceylan, Jimei Yang, Bryan Russell, Max Argus, Thomas Brox

1909.04349

STD: Sparse-to-Dense 3D Object Detector for Point Cloud

Zetong Yang, Yanan Sun, Shu Liu, Xiaoyong Shen, Jiaya Jia

1907.10471

Holistic++ Scene Understanding: Single-view 3D Holistic Scene Parsing and Human Pose Estimation with Human-Object Interaction and Physical Commonsense

Yixin Chen, Siyuan Huang, Tao Yuan, Siyuan Qi, Yixin Zhu, Song-Chun Zhu

1909.01507

Auto-Encoding Morph-Tokens for Multimodal LLM

Kaihang Pan, Siliang Tang, Juncheng Li, Zhaoyu Fan, Wei Chow, Shuicheng Yan, Tat-Seng Chua, Yueting Zhuang, Hanwang Zhang

2405.01926

Depth Completion from Sparse LiDAR Data with Depth-Normal Constraints

Yan Xu, Xinge Zhu, Jianping Shi, Guofeng Zhang, Hujun Bao, Hongsheng Li

1910.06727

SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans

Angela Dai, Christian Diller, Matthias Nießner

1912.00036

ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models

Jooyoung Choi, Sungwon Kim, Yonghyun Jeong, Youngjune Gwon, Sungroh Yoon

2108.02938

UniVTG: Towards Unified Video-Language Temporal Grounding

Kevin Qinghong Lin, Pengchuan Zhang, Joya Chen, Shraman Pramanick, Difei Gao, Alex Jinpeng Wang, Rui Yan, Mike Zheng Shou

2307.16715

PCAN: 3D Attention Map Learning Using Contextual Information for Point Cloud Based Retrieval

Wenxiao Zhang, Chunxia Xiao

1904.09793

TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding

Shuhuai Ren, Linli Yao, Shicheng Li, Xu Sun, Lu Hou

2312.02051

Causal Intervention for Weakly-Supervised Semantic Segmentation

Dong Zhang, Hanwang Zhang, Jinhui Tang, Xiansheng Hua, Qianru Sun

2009.12547

DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction

Qiangeng Xu, Weiyue Wang, Duygu Ceylan, Radomir Mech, Ulrich Neumann

1905.10711

Pyramidal Flow Matching for Efficient Video Generative Modeling

Yang Jin, Zhicheng Sun, Ningyuan Li, Kun Xu, Kun Xu, Hao Jiang, Nan Zhuang, Quzhe Huang, Yang Song, Yadong Mu, Zhouchen Lin

2410.05954

PointPainting: Sequential Fusion for 3D Object Detection

Sourabh Vora, Alex H. Lang, Bassam Helou, Oscar Beijbom

1911.10150

Early Convolutions Help Transformers See Better

Tete Xiao, Mannat Singh, Eric Mintun, Trevor Darrell, Piotr Dollár, Ross Girshick

2106.14881

Mask Scoring R-CNN

Zhaojin Huang, Lichao Huang, Yongchao Gong, Chang Huang, Xinggang Wang

1903.00241

Watching the World Go By: Representation Learning from Unlabeled Videos

Daniel Gordon, Kiana Ehsani, Dieter Fox, Ali Farhadi

2003.07990

Vector-quantized Image Modeling with Improved VQGAN

Jiahui Yu, Xin Li, Jing Yu Koh, Han Zhang, Ruoming Pang, James Qin, Alexander Ku, Yuanzhong Xu, Jason Baldridge, Yonghui Wu

2110.04627

Counterfactual VQA: A Cause-Effect Look at Language Bias

Yulei Niu, Kaihua Tang, Hanwang Zhang, Zhiwu Lu, Xian-Sheng Hua, Ji-Rong Wen

2006.04315

LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Christoph Schuhmann, Richard Vencu, Romain Beaumont, Robert Kaczmarczyk, Clayton Mullis, Aarush Katta, Theo Coombes, Jenia Jitsev, Aran Komatsuzaki

2111.02114

YOLOv4: Optimal Speed and Accuracy of Object Detection

Alexey Bochkovskiy, Chien-Yao Wang, Hong-Yuan Mark Liao

2004.10934

FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence

Kihyuk Sohn, David Berthelot, Chun-Liang Li, Zizhao Zhang, Nicholas Carlini, Ekin D. Cubuk, Alex Kurakin, Han Zhang, Colin Raffel

2001.07685

Equalization Loss for Long-Tailed Object Recognition

Jingru Tan, Changbao Wang, Buyu Li, Quanquan Li, Wanli Ouyang, Changqing Yin, Junjie Yan

2003.05176

ResNeSt: Split-Attention Networks

Hang Zhang, Chongruo Wu, Zhongyue Zhang, Yi Zhu, Haibin Lin, Zhi Zhang, Yue Sun, Tong He, Jonas Mueller, R. Manmatha, Mu Li, Alexander Smola

2004.08955

SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization

Xianzhi Du, Tsung-Yi Lin, Pengchong Jin, Golnaz Ghiasi, Mingxing Tan, Yin Cui, Quoc V. Le, Xiaodan Song

1912.05027

CURL: Contrastive Unsupervised Representations for Reinforcement Learning

Aravind Srinivas, Michael Laskin, Pieter Abbeel

2004.04136

Benchmarking Denoising Algorithms with Real Photographs

Tobias Plötz, Stefan Roth

1707.01313

MemNet: A Persistent Memory Network for Image Restoration

Ying Tai, Jian Yang, Xiaoming Liu, Chunyan Xu

1708.02209

Improved Transformer for High-Resolution GANs

Long Zhao, Zizhao Zhang, Ting Chen, Dimitris N. Metaxas, Han Zhang

2106.07631

RedCaps: web-curated image-text data created by the people, for the people

Karan Desai, Gaurav Kaul, Zubin Aysola, Justin Johnson

2111.11431

CIDEr: Consensus-based Image Description Evaluation

Ramakrishna Vedantam, C. Lawrence Zitnick, Devi Parikh

1411.5726

Stacked Generative Adversarial Networks

Xun Huang, Yixuan Li, Omid Poursaeed, John Hopcroft, Serge Belongie

1612.04357

SVDNet for Pedestrian Retrieval

Yifan Sun, Liang Zheng, Weijian Deng, Shengjin Wang

1703.05693

Learning Deep CNN Denoiser Prior for Image Restoration

Kai Zhang, Wangmeng Zuo, Shuhang Gu, Lei Zhang

1704.03264

MovieNet: A Holistic Dataset for Movie Understanding

Qingqiu Huang, Yu Xiong, Anyi Rao, Jiaze Wang, Dahua Lin

2007.10937

Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss

Kaidi Cao, Colin Wei, Adrien Gaidon, Nikos Arechiga, Tengyu Ma

1906.07413

Detection and Localization of Image Forgeries using Resampling Features and Deep Learning

Jason Bunk, Jawadul H. Bappy, Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Arjuna Flenner, B. S. Manjunath, Shivkumar Chandrasekaran, Amit K. Roy-Chowdhury, Lawrence Peterson

1707.00433

Microsoft COCO: Common Objects in Context

Tsung-Yi Lin, Michael Maire, Serge Belongie, Lubomir Bourdev, Ross Girshick, James Hays, Pietro Perona, Deva Ramanan, C. Lawrence Zitnick, Piotr Dollár

1405.0312

DenseNet: Implementing Efficient ConvNet Descriptor Pyramids

Forrest Iandola, Matt Moskewicz, Sergey Karayev, Ross Girshick, Trevor Darrell, Kurt Keutzer

1404.1869

Diffusion models as plug-and-play priors

Alexandros Graikos, Nikolay Malkin, Nebojsa Jojic, Dimitris Samaras

2206.09012

Scalability in Perception for Autonomous Driving: Waymo Open Dataset

Pei Sun, Henrik Kretzschmar, Xerxes Dotiwalla, Aurelien Chouard, Vijaysai Patnaik, Paul Tsui, James Guo, Yin Zhou, Yuning Chai, Benjamin Caine, Vijay Vasudevan, Wei Han, Jiquan Ngiam, Hang Zhao, Aleksei Timofeev, Scott Ettinger, Maxim Krivokon, Amy Gao, Aditya Joshi, Sheng Zhao, Shuyang Cheng, Yu Zhang, Jonathon Shlens, Zhifeng Chen, Dragomir Anguelov

1912.04838

Capsule-Forensics: Using Capsule Networks to Detect Forged Images and Videos

Huy H. Nguyen, Junichi Yamagishi, Isao Echizen

1810.11215

Embodied Question Answering in Photorealistic Environments with Point Cloud Perception

Erik Wijmans, Samyak Datta, Oleksandr Maksymets, Abhishek Das, Georgia Gkioxari, Stefan Lee, Irfan Essa, Devi Parikh, Dhruv Batra

1904.03461

Freestyle Layout-to-Image Synthesis

Han Xue, Zhiwu Huang, Qianru Sun, Li Song, Wenjun Zhang

2303.14412

Sim2Real Predictivity: Does Evaluation in Simulation Predict Real-World Performance?

Abhishek Kadian, Joanne Truong, Aaron Gokaslan, Alexander Clegg, Erik Wijmans, Stefan Lee, Manolis Savva, Sonia Chernova, Dhruv Batra

1912.06321

Deep Anomaly Detection with Outlier Exposure

Dan Hendrycks, Mantas Mazeika, Thomas Dietterich

1812.04606

DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models

Weijia Wu, Yuzhong Zhao, Hao Chen, Yuchao Gu, Rui Zhao, Yefei He, Hong Zhou, Mike Zheng Shou, Chunhua Shen

2308.06160

Multi-column Deep Neural Networks for Image Classification

Dan Cireşan, Ueli Meier, Juergen Schmidhuber

1202.2745

Lipreading with Long Short-Term Memory

Michael Wand, Jan Koutník, Jürgen Schmidhuber

1601.08188

StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners

Yonglong Tian, Lijie Fan, Phillip Isola, Huiwen Chang, Dilip Krishnan

2306.00984

End-to-End Multi-Task Learning with Attention

Shikun Liu, Edward Johns, Andrew J. Davison

1803.10704

Graph R-CNN for Scene Graph Generation

Jianwei Yang, Jiasen Lu, Stefan Lee, Dhruv Batra, Devi Parikh

1808.00191

Behavior Transformers: Cloning $k$ modes with one stone

Nur Muhammad Mahi Shafiullah, Zichen Jeff Cui, Ariuntuya Altanzaya, Lerrel Pinto

2206.11251

GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks

Zhao Chen, Vijay Badrinarayanan, Chen-Yu Lee, Andrew Rabinovich

1711.02257

Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model

Jiasen Lu, Anitha Kannan, Jianwei Yang, Devi Parikh, Dhruv Batra

1706.01554

RandAugment: Practical automated data augmentation with a reduced search space

Ekin D. Cubuk, Barret Zoph, Jonathon Shlens, Quoc V. Le

1909.13719

LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference

Ben Graham, Alaaeldin El-Nouby, Hugo Touvron, Pierre Stock, Armand Joulin, Hervé Jégou, Matthijs Douze

2104.01136

ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases

Stéphane d'Ascoli, Hugo Touvron, Matthew Leavitt, Ari Morcos, Giulio Biroli, Levent Sagun

2103.10697

LAION-5B: An open large-scale dataset for training next generation image-text models

Christoph Schuhmann, Romain Beaumont, Richard Vencu, Cade Gordon, Ross Wightman, Mehdi Cherti, Theo Coombes, Aarush Katta, Clayton Mullis, Mitchell Wortsman, Patrick Schramowski, Srivatsa Kundurthy, Katherine Crowson, Ludwig Schmidt, Robert Kaczmarczyk, Jenia Jitsev

2210.08402

DeepViT: Towards Deeper Vision Transformer

Daquan Zhou, Bingyi Kang, Xiaojie Jin, Linjie Yang, Xiaochen Lian, Zihang Jiang, Qibin Hou, Jiashi Feng

2103.11886

Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning

Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Lu Yuan, Yu-Gang Jiang

2212.04500

Vision-Language Transformer and Query Generation for Referring Segmentation

Henghui Ding, Chang Liu, Suchen Wang, Xudong Jiang

2108.05565

Decomposing Motion and Content for Natural Video Sequence Prediction

Ruben Villegas, Jimei Yang, Seunghoon Hong, Xunyu Lin, Honglak Lee

1706.08033

SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Chenlin Meng, Yutong He, Yang Song, Jiaming Song, Jiajun Wu, Jun-Yan Zhu, Stefano Ermon

2108.01073

History Repeats Itself: Human Motion Prediction via Motion Attention

Wei Mao, Miaomiao Liu, Mathieu Salzmann

2007.11755

Multiscale Vision Transformers

Haoqi Fan, Bo Xiong, Karttikeya Mangalam, Yanghao Li, Zhicheng Yan, Jitendra Malik, Christoph Feichtenhofer

2104.11227

LocalViT: Analyzing Locality in Vision Transformers

Yawei Li, Kai Zhang, Jiezhang Cao, Radu Timofte, Michele Magno, Luca Benini, Luc Van Gool

2104.05707

A simple yet effective baseline for 3d human pose estimation

Julieta Martinez, Rayat Hossain, Javier Romero, James J. Little

1705.03098

Deep Metric Learning with Hierarchical Triplet Loss

Weifeng Ge, Weilin Huang, Dengke Dong, Matthew R. Scott

1810.06951

OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection

Tingting Liang, Yongtao Wang, Zhi Tang, Guosheng Hu, Haibin Ling

2103.04507

CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings

Tatiana Likhomanenko, Qiantong Xu, Gabriel Synnaeve, Ronan Collobert, Alex Rogozhnikov

2106.03143

CogVLM2: Visual Language Models for Image and Video Understanding

Wenyi Hong, Weihan Wang, Ming Ding, Wenmeng Yu, Qingsong Lv, Yan Wang, Yean Cheng, Shiyu Huang, Junhui Ji, Zhao Xue, Lei Zhao, Zhuoyi Yang, Xiaotao Gu, Xiaohan Zhang, Guanyu Feng, Da Yin, Zihan Wang, Ji Qi, Xixuan Song, Peng Zhang, Debing Liu, Bin Xu, Juanzi Li, Yuxiao Dong, Jie Tang

2408.16500

Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning

Zhenfang Chen, Jiayuan Mao, Jiajun Wu, Kwan-Yee Kenneth Wong, Joshua B. Tenenbaum, Chuang Gan

2103.16564

ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks

Jiasen Lu, Dhruv Batra, Devi Parikh, Stefan Lee

1908.02265

AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations

Xiao Zhang, Rui Zhao, Yu Qiao, Xiaogang Wang, Hongsheng Li

1905.00292

PVT v2: Improved Baselines with Pyramid Vision Transformer

Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan, Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao

2106.13797

Multimodal Foundation Models: From Specialists to General-Purpose Assistants

Chunyuan Li, Zhe Gan, Zhengyuan Yang, Jianwei Yang, Linjie Li, Lijuan Wang, Jianfeng Gao

2309.10020

Sketch-Guided Text-to-Image Diffusion Models

Andrey Voynov, Kfir Aberman, Daniel Cohen-Or

2211.13752

Better plain ViT baselines for ImageNet-1k

Lucas Beyer, Xiaohua Zhai, Alexander Kolesnikov

2205.01580

Graph Density-Aware Losses for Novel Compositions in Scene Graph Generation

Boris Knyazev, Harm de Vries, Cătălina Cangea, Graham W. Taylor, Aaron Courville, Eugene Belilovsky

2005.08230

Toward Multimodal Image-to-Image Translation

Jun-Yan Zhu, Richard Zhang, Deepak Pathak, Trevor Darrell, Alexei A. Efros, Oliver Wang, Eli Shechtman

1711.11586

Channel-wise and Spatial Feature Modulation Network for Single Image Super-Resolution

Yanting Hu, Jie Li, Yuanfei Huang, Xinbo Gao

1809.11130

Learning Discriminative Features with Multiple Granularities for Person Re-Identification

Guanshuo Wang, Yufeng Yuan, Xiong Chen, Jiwei Li, Xi Zhou

1804.01438

Feedback Network for Image Super-Resolution

Zhen Li, Jinglei Yang, Zheng Liu, Xiaomin Yang, Gwanggil Jeon, Wei Wu

1903.09814

Fast and Furious: Real Time End-to-End 3D Detection, Tracking and Motion Forecasting with a Single Convolutional Net

Wenjie Luo, Bin Yang, Raquel Urtasun

2012.12395

Deep Image Prior

Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky

1711.10925

Local Explanation Methods for Deep Neural Networks Lack Sensitivity to Parameter Values

Julius Adebayo, Justin Gilmer, Ian Goodfellow, Been Kim

1810.03307

BEVDepth: Acquisition of Reliable Depth for Multi-view 3D Object Detection

Yinhao Li, Zheng Ge, Guanyi Yu, Jinrong Yang, Zengran Wang, Yukang Shi, Jianjian Sun, Zeming Li

2206.10092

Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks

Emily Denton, Soumith Chintala, Arthur Szlam, Rob Fergus

1506.05751

Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling

Jiajun Wu, Chengkai Zhang, Tianfan Xue, William T. Freeman, Joshua B. Tenenbaum

1610.07584

Learning to Manipulate Individual Objects in an Image

Yanchao Yang, Yutong Chen, Stefano Soatto

2004.05495

One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking

Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling

2104.00597

A Global-Local Emebdding Module for Fashion Landmark Detection

Sumin Lee, Sungchan Oh, Chanho Jung, Changick Kim

1908.10548

Fashion++: Minimal Edits for Outfit Improvement

Wei-Lin Hsiao, Isay Katsman, Chao-Yuan Wu, Devi Parikh, Kristen Grauman

1904.09261

Hierarchical Text-Conditional Image Generation with CLIP Latents

Aditya Ramesh, Prafulla Dhariwal, Alex Nichol, Casey Chu, Mark Chen

2204.06125

Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

Chitwan Saharia, William Chan, Saurabh Saxena, Lala Li, Jay Whang, Emily Denton, Seyed Kamyar Seyed Ghasemipour, Burcu Karagol Ayan, S. Sara Mahdavi, Rapha Gontijo Lopes, Tim Salimans, Jonathan Ho, David J Fleet, Mohammad Norouzi

2205.11487

A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations

Weili Nie, Yang Zhang, Ankit Patel

1805.07039

YOLOX: Exceeding YOLO Series in 2021

Zheng Ge, Songtao Liu, Feng Wang, Zeming Li, Jian Sun

2107.08430

Conditional Set Generation with Transformers

Adam R Kosiorek, Hyunjik Kim, Danilo J Rezende

2006.16841

Towards causal generative scene models via competition of experts

Julius von Kügelgen, Ivan Ustyuzhaninov, Peter Gehler, Matthias Bethge, Bernhard Schölkopf

2004.12906

Transformers in Vision: A Survey

Salman Khan, Muzammal Naseer, Munawar Hayat, Syed Waqas Zamir, Fahad Shahbaz Khan, Mubarak Shah

2101.01169

Image Processing Using Multi-Code GAN Prior

Jinjin Gu, Yujun Shen, Bolei Zhou

1912.07116

GANalyze: Toward Visual Definitions of Cognitive Image Properties

Lore Goetschalckx, Alex Andonian, Aude Oliva, Phillip Isola

1906.10112

Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning

Jiasen Lu, Caiming Xiong, Devi Parikh, Richard Socher

1612.01887

Image Super-Resolution by Neural Texture Transfer

Zhifei Zhang, Zhaowen Wang, Zhe Lin, Hairong Qi

1903.00834

ShakeDrop Regularization for Deep Residual Learning

Yoshihiro Yamada, Masakazu Iwamura, Takuya Akiba, Koichi Kise

1802.02375

Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning

Xun Wang, Xintong Han, Weilin Huang, Dengke Dong, Matthew R. Scott

1904.06627

The Unreasonable Effectiveness of Deep Features as a Perceptual Metric

Richard Zhang, Phillip Isola, Alexei A. Efros, Eli Shechtman, Oliver Wang

1801.03924

Hessian-based Analysis of Large Batch Training and Robustness to Adversaries

Zhewei Yao, Amir Gholami, Qi Lei, Kurt Keutzer, Michael W. Mahoney

1802.08241

On Network Design Spaces for Visual Recognition

Ilija Radosavovic, Justin Johnson, Saining Xie, Wan-Yen Lo, Piotr Dollár

1905.13214

Embodied Question Answering

Abhishek Das, Samyak Datta, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra

1711.11543

Twins: Revisiting the Design of Spatial Attention in Vision Transformers

Xiangxiang Chu, Zhi Tian, Yuqing Wang, Bo Zhang, Haibing Ren, Xiaolin Wei, Huaxia Xia, Chunhua Shen

2104.13840

ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness

Robert Geirhos, Patricia Rubisch, Claudio Michaelis, Matthias Bethge, Felix A. Wichmann, Wieland Brendel

1811.12231

PP-YOLOv2: A Practical Object Detector

Xin Huang, Xinxin Wang, Wenyu Lv, Xiaying Bai, Xiang Long, Kaipeng Deng, Qingqing Dang, Shumin Han, Qiwen Liu, Xiaoguang Hu, Dianhai Yu, Yanjun Ma, Osamu Yoshie

2104.10419

Going deeper with Image Transformers

Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles, Gabriel Synnaeve, Hervé Jégou

2103.17239

3D-Aware Scene Manipulation via Inverse Graphics

Shunyu Yao, Tzu Ming Harry Hsu, Jun-Yan Zhu, Jiajun Wu, Antonio Torralba, William T. Freeman, Joshua B. Tenenbaum

1808.09351

Improving sequence-to-sequence speech recognition training with on-the-fly data augmentation

Thai-Son Nguyen, Sebastian Stueker, Jan Niehues, Alex Waibel

1910.13296

FlexiViT: One Model for All Patch Sizes

Lucas Beyer, Pavel Izmailov, Alexander Kolesnikov, Mathilde Caron, Simon Kornblith, Xiaohua Zhai, Matthias Minderer, Michael Tschannen, Ibrahim Alabdulmohsin, Filip Pavetic

2212.08013

Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform

Xintao Wang, Ke Yu, Chao Dong, Chen Change Loy

1804.02815

Attention-Aware Compositional Network for Person Re-identification

Jing Xu, Rui Zhao, Feng Zhu, Huaming Wang, Wanli Ouyang

1805.03344

NIMA: Neural Image Assessment

Hossein Talebi, Peyman Milanfar

1709.05424

Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search

Houwen Peng, Hao Du, Hongyuan Yu, Qi Li, Jing Liao, Jianlong Fu

2010.15821

EAST: An Efficient and Accurate Scene Text Detector

Xinyu Zhou, Cong Yao, He Wen, Yuzhi Wang, Shuchang Zhou, Weiran He, Jiajun Liang

1704.03155

Editing Models with Task Arithmetic

Gabriel Ilharco, Marco Tulio Ribeiro, Mitchell Wortsman, Suchin Gururangan, Ludwig Schmidt, Hannaneh Hajishirzi, Ali Farhadi

2212.04089

Enhanced Convolutional Neural Tangent Kernels

Zhiyuan Li, Ruosong Wang, Dingli Yu, Simon S. Du, Wei Hu, Ruslan Salakhutdinov, Sanjeev Arora

1911.00809

Swapping Autoencoder for Deep Image Manipulation

Taesung Park, Jun-Yan Zhu, Oliver Wang, Jingwan Lu, Eli Shechtman, Alexei A. Efros, Richard Zhang

2007.00653

HoME: a Household Multimodal Environment

Simon Brodeur, Ethan Perez, Ankesh Anand, Florian Golemo, Luca Celotti, Florian Strub, Jean Rouat, Hugo Larochelle, Aaron Courville

1711.11017

When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations

Xiangning Chen, Cho-Jui Hsieh, Boqing Gong

2106.01548

Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection

Jianyuan Guo, Kai Han, Yunhe Wang, Chao Zhang, Zhaohui Yang, Han Wu, Xinghao Chen, Chang Xu

2003.11818

LambdaNetworks: Modeling Long-Range Interactions Without Attention

Irwan Bello

2102.08602

A Zero-Shot Framework for Sketch-based Image Retrieval

Sasi Kiran Yelamarthi, Shiva Krishna Reddy, Ashish Mishra, Anurag Mittal

1807.11724

MultiModal-GPT: A Vision and Language Model for Dialogue with Humans

Tao Gong, Chengqi Lyu, Shilong Zhang, Yudong Wang, Miao Zheng, Qian Zhao, Kuikun Liu, Wenwei Zhang, Ping Luo, Kai Chen

2305.04790

Co$^2$L: Contrastive Continual Learning

Hyuntak Cha, Jaeho Lee, Jinwoo Shin

2106.14413

Smart Mining for Deep Metric Learning

Ben Harwood, Vijay Kumar B G, Gustavo Carneiro, Ian Reid, Tom Drummond

1704.01285

Understanding Deep Image Representations by Inverting Them

Aravindh Mahendran, Andrea Vedaldi

1412.0035

Deformable DETR: Deformable Transformers for End-to-End Object Detection

Xizhou Zhu, Weijie Su, Lewei Lu, Bin Li, Xiaogang Wang, Jifeng Dai

2010.04159

Conditional Positional Encodings for Vision Transformers

Xiangxiang Chu, Zhi Tian, Bo Zhang, Xinlong Wang, Chunhua Shen

2102.10882

Differentiable Patch Selection for Image Recognition

Jean-Baptiste Cordonnier, Aravindh Mahendran, Alexey Dosovitskiy, Dirk Weissenborn, Jakob Uszkoreit, Thomas Unterthiner

2104.03059

A Survey on Visual Transformer

Kai Han, Yunhe Wang, Hanting Chen, Xinghao Chen, Jianyuan Guo, Zhenhua Liu, Yehui Tang, An Xiao, Chunjing Xu, Yixing Xu, Zhaohui Yang, Yiman Zhang, Dacheng Tao

2012.12556

3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans

Ji Hou, Angela Dai, Matthias Nießner

1812.07003

Fast and Accurate Single Image Super-Resolution via Information Distillation Network

Zheng Hui, Xiumei Wang, Xinbo Gao

1803.09454

Additive Margin Softmax for Face Verification

Feng Wang, Weiyang Liu, Haijun Liu, Jian Cheng

1801.05599

SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning

Long Chen, Hanwang Zhang, Jun Xiao, Liqiang Nie, Jian Shao, Wei Liu, Tat-Seng Chua

1611.05594

A Fully Progressive Approach to Single-Image Super-Resolution

Yifan Wang, Federico Perazzi, Brian McWilliams, Alexander Sorkine-Hornung, Olga Sorkine-Hornung, Christopher Schroers

1804.02900

SLIP: Self-supervision meets Language-Image Pre-training

Norman Mu, Alexander Kirillov, David Wagner, Saining Xie

2112.12750

FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions

Alvin Wan, Xiaoliang Dai, Peizhao Zhang, Zijian He, Yuandong Tian, Saining Xie, Bichen Wu, Matthew Yu, Tao Xu, Kan Chen, Peter Vajda, Joseph E. Gonzalez

2004.05565

LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

Renrui Zhang, Jiaming Han, Chris Liu, Peng Gao, Aojun Zhou, Xiangfei Hu, Shilin Yan, Pan Lu, Hongsheng Li, Yu Qiao

2303.16199

BCNet: Searching for Network Width with Bilaterally Coupled Network

Xiu Su, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu

2105.10533

Sampling Matters in Deep Embedding Learning

Chao-Yuan Wu, R. Manmatha, Alexander J. Smola, Philipp Krähenbühl

1706.07567

Bilinear CNNs for Fine-grained Visual Recognition

Tsung-Yu Lin, Aruni RoyChowdhury, Subhransu Maji

1504.07889

Phase retrieval for Fourier Ptychography under varying amount of measurements

Lokesh Boominathan, Mayug Maniparambil, Honey Gupta, Rahul Baburajan, Kaushik Mitra

1805.03593

Conditional Image-to-Image Translation

Jianxin Lin, Yingce Xia, Tao Qin, Zhibo Chen, Tie-Yan Liu

1805.00251

SwinIR: Image Restoration Using Swin Transformer

Jingyun Liang, Jiezhang Cao, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte

2108.10257

DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents

Namhoon Lee, Wongun Choi, Paul Vernaza, Christopher B. Choy, Philip H. S. Torr, Manmohan Chandraker

1704.04394

Visual Coreference Resolution in Visual Dialog using Neural Module Networks

Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach

1809.01816

BAM: Bottleneck Attention Module

Jongchan Park, Sanghyun Woo, Joon-Young Lee, In So Kweon

1807.06514

BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models

Jiahui Yu, Pengchong Jin, Hanxiao Liu, Gabriel Bender, Pieter-Jan Kindermans, Mingxing Tan, Thomas Huang, Xiaodan Song, Ruoming Pang, Quoc Le

2003.11142

Understanding image representations by measuring their equivariance and equivalence

Karel Lenc, Andrea Vedaldi

1411.5908

VITON: An Image-based Virtual Try-on Network

Xintong Han, Zuxuan Wu, Zhe Wu, Ruichi Yu, Larry S. Davis

1711.08447

Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures

Raffaella Bernardi, Ruket Cakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank

1601.03896

Spatially Transformed Adversarial Examples

Chaowei Xiao, Jun-Yan Zhu, Bo Li, Warren He, Mingyan Liu, Dawn Song

1801.02612

CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification

Chun-Fu Chen, Quanfu Fan, Rameswar Panda

2103.14899

Image Super-Resolution via Dual-State Recurrent Networks

Wei Han, Shiyu Chang, Ding Liu, Mo Yu, Michael Witbrock, Thomas S. Huang

1805.02704

CvT: Introducing Convolutions to Vision Transformers

Haiping Wu, Bin Xiao, Noel Codella, Mengchen Liu, Xiyang Dai, Lu Yuan, Lei Zhang

2103.15808

Evaluating and Understanding the Robustness of Adversarial Logit Pairing

Logan Engstrom, Andrew Ilyas, Anish Athalye

1807.10272

Age Progression/Regression by Conditional Adversarial Autoencoder

Zhifei Zhang, Yang Song, Hairong Qi

1702.08423

VL-BERT: Pre-training of Generic Visual-Linguistic Representations

Weijie Su, Xizhou Zhu, Yue Cao, Bin Li, Lewei Lu, Furu Wei, Jifeng Dai

1908.08530

Unified Vision-Language Pre-Training for Image Captioning and VQA

Luowei Zhou, Hamid Palangi, Lei Zhang, Houdong Hu, Jason J. Corso, Jianfeng Gao

1909.11059

Gradient Surgery for Multi-Task Learning

Tianhe Yu, Saurabh Kumar, Abhishek Gupta, Sergey Levine, Karol Hausman, Chelsea Finn

2001.06782

The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models

Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Michael Carbin, Zhangyang Wang

2012.06908

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search

Xiangxiang Chu, Tianbao Zhou, Bo Zhang, Jixiang Li

1911.12126

EVA: Exploring the Limits of Masked Visual Representation Learning at Scale

Yuxin Fang, Wen Wang, Binhui Xie, Quan Sun, Ledell Wu, Xinggang Wang, Tiejun Huang, Xinlong Wang, Yue Cao

2211.07636

Everybody Dance Now

Caroline Chan, Shiry Ginosar, Tinghui Zhou, Alexei A. Efros

1808.07371

Using Pre-Training Can Improve Model Robustness and Uncertainty

Dan Hendrycks, Kimin Lee, Mantas Mazeika

1901.09960

VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text

Hassan Akbari, Liangzhe Yuan, Rui Qian, Wei-Hong Chuang, Shih-Fu Chang, Yin Cui, Boqing Gong

2104.11178

Align before Fuse: Vision and Language Representation Learning with Momentum Distillation

Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Deepak Gotmare, Shafiq Joty, Caiming Xiong, Steven Hoi

2107.07651

Image Captioning with Semantic Attention

Quanzeng You, Hailin Jin, Zhaowen Wang, Chen Fang, Jiebo Luo

1603.03925

Large Batch Training of Convolutional Networks

Yang You, Igor Gitman, Boris Ginsburg

1708.03888

Zoom Better to See Clearer: Human and Object Parsing with Hierarchical Auto-Zoom Net

Fangting Xia, Peng Wang, Liang-Chieh Chen, Alan L. Yuille

1511.06881

Video Frame Interpolation via Adaptive Separable Convolution

Simon Niklaus, Long Mai, Feng Liu

1708.01692

American == White in Multimodal Language-and-Image AI

Robert Wolfe, Aylin Caliskan

2207.00691

Fashion Landmark Detection in the Wild

Ziwei Liu, Sijie Yan, Ping Luo, Xiaogang Wang, Xiaoou Tang

1608.03049

Angle-based Search Space Shrinking for Neural Architecture Search

Yiming Hu, Yuding Liang, Zichao Guo, Ruosi Wan, Xiangyu Zhang, Yichen Wei, Qingyi Gu, Jian Sun

2004.13431

Are we done with ImageNet?

Lucas Beyer, Olivier J. Hénaff, Alexander Kolesnikov, Xiaohua Zhai, Aäron van den Oord

2006.07159

Group Normalization

Yuxin Wu, Kaiming He

1803.08494

Deep Parametric Continuous Convolutional Neural Networks

Shenlong Wang, Simon Suo, Wei-Chiu Ma, Andrei Pokrovsky, Raquel Urtasun

2101.06742

Multi-Agent Diverse Generative Adversarial Networks

Arnab Ghosh, Viveka Kulharia, Vinay Namboodiri, Philip H. S. Torr, Puneet K. Dokania

1704.02906

Between-class Learning for Image Classification

Yuji Tokozume, Yoshitaka Ushiku, Tatsuya Harada

1711.10284

Visual Language Maps for Robot Navigation

Chenguang Huang, Oier Mees, Andy Zeng, Wolfram Burgard

2210.05714

ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks

Xintao Wang, Ke Yu, Shixiang Wu, Jinjin Gu, Yihao Liu, Chao Dong, Chen Change Loy, Yu Qiao, Xiaoou Tang

1809.00219

TextureGAN: Controlling Deep Image Synthesis with Texture Patches

Wenqi Xian, Patsorn Sangkloy, Varun Agrawal, Amit Raj, Jingwan Lu, Chen Fang, Fisher Yu, James Hays

1706.02823

Matterport3D: Learning from RGB-D Data in Indoor Environments

Angel Chang, Angela Dai, Thomas Funkhouser, Maciej Halber, Matthias Nießner, Manolis Savva, Shuran Song, Andy Zeng, Yinda Zhang

1709.06158

Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks

Peihao Zhu, Rameen Abdal, John Femiani, Peter Wonka

2110.08398

Shuffle Transformer: Rethinking Spatial Shuffle for Vision Transformer

Zilong Huang, Youcheng Ben, Guozhong Luo, Pei Cheng, Gang Yu, Bin Fu

2106.03650

Accurate Single Stage Detector Using Recurrent Rolling Convolution

Jimmy Ren, Xiaohao Chen, Jianbo Liu, Wenxiu Sun, Jiahao Pang, Qiong Yan, Yu-Wing Tai, Li Xu

1704.05776

Moments in Time Dataset: one million videos for event understanding

Mathew Monfort, Alex Andonian, Bolei Zhou, Kandan Ramakrishnan, Sarah Adel Bargal, Tom Yan, Lisa Brown, Quanfu Fan, Dan Gutfruend, Carl Vondrick, Aude Oliva

1801.03150

Image2StyleGAN++: How to Edit the Embedded Images?

Rameen Abdal, Yipeng Qin, Peter Wonka

1911.11544

Restormer: Efficient Transformer for High-Resolution Image Restoration

Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang

2111.09881

Enhanced Deep Residual Networks for Single Image Super-Resolution

Bee Lim, Sanghyun Son, Heewon Kim, Seungjun Nah, Kyoung Mu Lee

1707.02921

Real-Time User-Guided Image Colorization with Learned Deep Priors

Richard Zhang, Jun-Yan Zhu, Phillip Isola, Xinyang Geng, Angela S. Lin, Tianhe Yu, Alexei A. Efros

1705.02999

On the Relationship between Self-Attention and Convolutional Layers

Jean-Baptiste Cordonnier, Andreas Loukas, Martin Jaggi

1911.03584

MINOS: Multimodal Indoor Simulator for Navigation in Complex Environments

Manolis Savva, Angel X. Chang, Alexey Dosovitskiy, Thomas Funkhouser, Vladlen Koltun

1712.03931

Manifold Regularized Dynamic Network Pruning

Yehui Tang, Yunhe Wang, Yixing Xu, Yiping Deng, Chao Xu, Dacheng Tao, Chang Xu

2103.05861

LXMERT: Learning Cross-Modality Encoder Representations from Transformers

Hao Tan, Mohit Bansal

1908.07490

Triplet-Center Loss for Multi-View 3D Object Retrieval

Xinwei He, Yang Zhou, Zhichao Zhou, Song Bai, Xiang Bai

1803.06189

VideoBERT: A Joint Model for Video and Language Representation Learning

Chen Sun, Austin Myers, Carl Vondrick, Kevin Murphy, Cordelia Schmid

1904.01766

Learning to Estimate Hidden Motions with Global Motion Aggregation

Shihao Jiang, Dylan Campbell, Yao Lu, Hongdong Li, Richard Hartley

2104.02409

Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification

Jianlou Si, Honggang Zhang, Chun-Guang Li, Jason Kuen, Xiangfei Kong, Alex C. Kot, Gang Wang

1803.09937

You Only Look One-level Feature

Qiang Chen, Yingming Wang, Tong Yang, Xiangyu Zhang, Jian Cheng, Jian Sun

2103.09460

Multi-View 3D Object Detection Network for Autonomous Driving

Xiaozhi Chen, Huimin Ma, Ji Wan, Bo Li, Tian Xia

1611.07759

VisualBERT: A Simple and Performant Baseline for Vision and Language

Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh, Kai-Wei Chang

1908.03557

Do Vision Transformers See Like Convolutional Neural Networks?

Maithra Raghu, Thomas Unterthiner, Simon Kornblith, Chiyuan Zhang, Alexey Dosovitskiy

2108.08810

VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization

Ronald Clark, Sen Wang, Andrew Markham, Niki Trigoni, Hongkai Wen

1702.06521

Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly

Michael Opitz, Georg Waltner, Horst Possegger, Horst Bischof

1801.04815

Toward Characteristic-Preserving Image-based Virtual Try-On Network

Bochao Wang, Huabin Zheng, Xiaodan Liang, Yimin Chen, Liang Lin, Meng Yang

1807.07688

Cognitive Mapping and Planning for Visual Navigation

Saurabh Gupta, Varun Tolani, James Davidson, Sergey Levine, Rahul Sukthankar, Jitendra Malik

1702.03920

Be Your Own Prada: Fashion Synthesis with Structural Coherence

Shizhan Zhu, Sanja Fidler, Raquel Urtasun, Dahua Lin, Chen Change Loy

1710.07346

All Tokens Matter: Token Labeling for Training Better Vision Transformers

Zihang Jiang, Qibin Hou, Li Yuan, Daquan Zhou, Yujun Shi, Xiaojie Jin, Anran Wang, Jiashi Feng

2104.10858

Data-Efficient Image Recognition with Contrastive Predictive Coding

Olivier J. Hénaff, Aravind Srinivas, Jeffrey De Fauw, Ali Razavi, Carl Doersch, S. M. Ali Eslami, Aaron van den Oord

1905.09272

The Robust Manifold Defense: Adversarial Training using Generative Models

Ajil Jalal, Andrew Ilyas, Constantinos Daskalakis, Alexandros G. Dimakis

1712.09196

Feature Space Augmentation for Long-Tailed Data

Peng Chu, Xiao Bian, Shaopeng Liu, Haibin Ling

2008.03673

"Zero-Shot" Super-Resolution using Deep Internal Learning

Assaf Shocher, Nadav Cohen, Michal Irani

1712.06087

Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Jinze Bai, Shuai Bai, Shusheng Yang, Shijie Wang, Sinan Tan, Peng Wang, Junyang Lin, Chang Zhou, Jingren Zhou

2308.12966

InternVideo: General Video Foundation Models via Generative and Discriminative Learning

Yi Wang, Kunchang Li, Yizhuo Li, Yinan He, Bingkun Huang, Zhiyu Zhao, Hongjie Zhang, Jilan Xu, Yi Liu, Zun Wang, Sen Xing, Guo Chen, Junting Pan, Jiashuo Yu, Yali Wang, Limin Wang, Yu Qiao

2212.03191

Markedness in Visual Semantic AI

Robert Wolfe, Aylin Caliskan

2205.11378

Ring loss: Convex Feature Normalization for Face Recognition

Yutong Zheng, Dipan K. Pal, Marios Savvides

1803.00130

Vote3Deep: Fast Object Detection in 3D Point Clouds Using Efficient Convolutional Neural Networks

Martin Engelcke, Dushyant Rao, Dominic Zeng Wang, Chi Hay Tong, Ingmar Posner

1609.06666

Multi-Level Factorisation Net for Person Re-Identification

Xiaobin Chang, Timothy M. Hospedales, Tao Xiang

1803.09132

Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Hang Zhang, Xin Li, Lidong Bing

2306.02858

Photorealistic Image Reconstruction from Hybrid Intensity and Event based Sensor

Prasan A Shedligeri, Kaushik Mitra

1805.06140

LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop

Fisher Yu, Ari Seff, Yinda Zhang, Shuran Song, Thomas Funkhouser, Jianxiong Xiao

1506.03365

Dialog-based Interactive Image Retrieval

Xiaoxiao Guo, Hui Wu, Yu Cheng, Steven Rennie, Gerald Tesauro, Rogerio Schmidt Feris

1805.00145

PCL: Proposal Cluster Learning for Weakly Supervised Object Detection

Peng Tang, Xinggang Wang, Song Bai, Wei Shen, Xiang Bai, Wenyu Liu, Alan Yuille

1807.03342

Anticipating Visual Representations from Unlabeled Video

Carl Vondrick, Hamed Pirsiavash, Antonio Torralba

1504.08023

IQDet: Instance-wise Quality Distribution Sampling for Object Detection

Yuchen Ma, Songtao Liu, Zeming Li, Jian Sun

2104.06936

Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

Sixiao Zheng, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo, Yabiao Wang, Yanwei Fu, Jianfeng Feng, Tao Xiang, Philip H. S. Torr, Li Zhang

2012.15840

Perceiver: General Perception with Iterative Attention

Andrew Jaegle, Felix Gimeno, Andrew Brock, Andrew Zisserman, Oriol Vinyals, Joao Carreira

2103.03206

Unsupervised Moving Object Detection via Contextual Information Separation

Yanchao Yang, Antonio Loquercio, Davide Scaramuzza, Stefano Soatto

1901.03360

Cascade R-CNN: High Quality Object Detection and Instance Segmentation

Zhaowei Cai, Nuno Vasconcelos

1906.09756

VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance

Katherine Crowson, Stella Biderman, Daniel Kornis, Dashiell Stander, Eric Hallahan, Louis Castricato, Edward Raff

2204.08583

MobileNetV2: Inverted Residuals and Linear Bottlenecks

Mark Sandler, Andrew Howard, Menglong Zhu, Andrey Zhmoginov, Liang-Chieh Chen

1801.04381

Unrolled Optimization with Deep Priors

Steven Diamond, Vincent Sitzmann, Felix Heide, Gordon Wetzstein

1705.08041

Will we run out of data? Limits of LLM scaling based on human-generated data

Pablo Villalobos, Anson Ho, Jaime Sevilla, Tamay Besiroglu, Lennart Heim, Marius Hobbhahn

2211.04325

Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases

Christopher Clark, Mark Yatskar, Luke Zettlemoyer

1909.03683

A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising

Jun Xu, Lei Zhang, David Zhang

1807.04364

The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision

Jiayuan Mao, Chuang Gan, Pushmeet Kohli, Joshua B. Tenenbaum, Jiajun Wu

1904.12584

Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints

Jieyu Zhao, Tianlu Wang, Mark Yatskar, Vicente Ordonez, Kai-Wei Chang

1707.09457

Self-Supervised Visual Planning with Temporal Skip Connections

Frederik Ebert, Chelsea Finn, Alex X. Lee, Sergey Levine

1710.05268

Neural Motifs: Scene Graph Parsing with Global Context

Rowan Zellers, Mark Yatskar, Sam Thomson, Yejin Choi

1711.06640

BLINK: Multimodal Large Language Models Can See but Not Perceive

Xingyu Fu, Yushi Hu, Bangzheng Li, Yu Feng, Haoyu Wang, Xudong Lin, Dan Roth, Noah A. Smith, Wei-Chiu Ma, Ranjay Krishna

2404.12390

SEED-Bench-2: Benchmarking Multimodal Large Language Models

Bohao Li, Yuying Ge, Yixiao Ge, Guangzhi Wang, Rui Wang, Ruimao Zhang, Ying Shan

2311.17092

Sim4CV: A Photo-Realistic Simulator for Computer Vision Applications

Matthias Müller, Vincent Casser, Jean Lahoud, Neil Smith, Bernard Ghanem

1708.05869

Learning to Linearize Under Uncertainty

Ross Goroshin, Michael Mathieu, Yann LeCun

1506.03011

Alias-Free Generative Adversarial Networks

Tero Karras, Miika Aittala, Samuli Laine, Erik Härkönen, Janne Hellsten, Jaakko Lehtinen, Timo Aila

2106.12423

AdaBits: Neural Network Quantization with Adaptive Bit-Widths

Qing Jin, Linjie Yang, Zhenyu Liao

1912.09666

Synthetic Data from Diffusion Models Improves ImageNet Classification

Shekoofeh Azizi, Simon Kornblith, Chitwan Saharia, Mohammad Norouzi, David J. Fleet

2304.08466

ICNet for Real-Time Semantic Segmentation on High-Resolution Images

Hengshuang Zhao, Xiaojuan Qi, Xiaoyong Shen, Jianping Shi, Jiaya Jia

1704.08545

InteriorNet: Mega-scale Multi-sensor Photo-realistic Indoor Scenes Dataset

Wenbin Li, Sajad Saeedi, John McCormac, Ronald Clark, Dimos Tzoumanikas, Qing Ye, Yuzhong Huang, Rui Tang, Stefan Leutenegger

1809.00716

StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation

Roy Or-El, Xuan Luo, Mengyi Shan, Eli Shechtman, Jeong Joon Park, Ira Kemelmacher-Shlizerman

2112.11427

Emu: Generative Pretraining in Multimodality

Quan Sun, Qiying Yu, Yufeng Cui, Fan Zhang, Xiaosong Zhang, Yueze Wang, Hongcheng Gao, Jingjing Liu, Tiejun Huang, Xinlong Wang

2307.05222

CLIP-GEN: Language-Free Training of a Text-to-Image Generator with CLIP

Zihao Wang, Wei Liu, Qian He, Xinglong Wu, Zili Yi

2203.00386

Large-Scale Long-Tailed Recognition in an Open World

Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella X. Yu

1904.05160

Domain Generalization by Solving Jigsaw Puzzles

Fabio Maria Carlucci, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi

1903.06864

End-to-End Referring Video Object Segmentation with Multimodal Transformers

Adam Botach, Evgenii Zheltonozhskii, Chaim Baskin

2111.14821

PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images

Hongwen Zhang, Yating Tian, Yuxiang Zhang, Mengcheng Li, Liang An, Zhenan Sun, Yebin Liu

2207.06400

Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning

Soravit Changpinyo, Wei-Lun Chao, Fei Sha

1605.08151

Long-term Human Motion Prediction with Scene Context

Zhe Cao, Hang Gao, Karttikeya Mangalam, Qi-Zhi Cai, Minh Vo, Jitendra Malik

2007.03672

Towards Open-Set Identity Preserving Face Synthesis

Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, Gang Hua

1803.11182

VideoMix: Rethinking Data Augmentation for Video Classification

Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Jinhyung Kim

2012.03457

Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining

Xia Li, Jianlong Wu, Zhouchen Lin, Hong Liu, Hongbin Zha

1807.05698

Compressive sensing with un-trained neural networks: Gradient descent finds the smoothest approximation

Reinhard Heckel, Mahdi Soltanolkotabi

2005.03991

DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models

Weijia Wu, Yuzhong Zhao, Mike Zheng Shou, Hong Zhou, Chunhua Shen

2303.11681

Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning

Battista Biggio, Fabio Roli

1712.03141

Learning SO(3) Equivariant Representations with Spherical CNNs

Carlos Esteves, Christine Allen-Blanchette, Ameesh Makadia, Kostas Daniilidis

1711.06721

GAIA-1: A Generative World Model for Autonomous Driving

Anthony Hu, Lloyd Russell, Hudson Yeo, Zak Murez, George Fedoseev, Alex Kendall, Jamie Shotton, Gianluca Corrado

2309.17080

Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles

Stefan Lee, Senthil Purushwalkam, Michael Cogswell, Viresh Ranjan, David Crandall, Dhruv Batra

1606.07839

EvalCrafter: Benchmarking and Evaluating Large Video Generation Models

Yaofang Liu, Xiaodong Cun, Xuebo Liu, Xintao Wang, Yong Zhang, Haoxin Chen, Yang Liu, Tieyong Zeng, Raymond Chan, Ying Shan

2310.11440

COIN: A Large-scale Dataset for Comprehensive Instructional Video Analysis

Yansong Tang, Dajun Ding, Yongming Rao, Yu Zheng, Danyang Zhang, Lili Zhao, Jiwen Lu, Jie Zhou

1903.02874

Associatively Segmenting Instances and Semantics in Point Clouds

Xinlong Wang, Shu Liu, Xiaoyong Shen, Chunhua Shen, Jiaya Jia

1902.09852

GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud

Li Yi, Wang Zhao, He Wang, Minhyuk Sung, Leonidas Guibas

1812.03320

Shortcut Learning in Deep Neural Networks

Robert Geirhos, Jörn-Henrik Jacobsen, Claudio Michaelis, Richard Zemel, Wieland Brendel, Matthias Bethge, Felix A. Wichmann

2004.07780

Stratified Transformer for 3D Point Cloud Segmentation

Xin Lai, Jianhui Liu, Li Jiang, Liwei Wang, Hengshuang Zhao, Shu Liu, Xiaojuan Qi, Jiaya Jia

2203.14508

Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search

Jialu Wang, Yang Liu, Xin Eric Wang

2109.05433

Scene Text Visual Question Answering

Ali Furkan Biten, Ruben Tito, Andres Mafla, Lluis Gomez, Marçal Rusiñol, Ernest Valveny, C. V. Jawahar, Dimosthenis Karatzas

1905.13648

Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Jinheng Xie, Weijia Mao, Zechen Bai, David Junhao Zhang, Weihao Wang, Kevin Qinghong Lin, Yuchao Gu, Zhijie Chen, Zhenheng Yang, Mike Zheng Shou

2408.12528

Inner Monologue: Embodied Reasoning through Planning with Language Models

Wenlong Huang, Fei Xia, Ted Xiao, Harris Chan, Jacky Liang, Pete Florence, Andy Zeng, Jonathan Tompson, Igor Mordatch, Yevgen Chebotar, Pierre Sermanet, Noah Brown, Tomas Jackson, Linda Luu, Sergey Levine, Karol Hausman, Brian Ichter

2207.05608

PointPillars: Fast Encoders for Object Detection from Point Clouds

Alex H. Lang, Sourabh Vora, Holger Caesar, Lubing Zhou, Jiong Yang, Oscar Beijbom

1812.05784

Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation

Xingang Pan, Xiaohang Zhan, Bo Dai, Dahua Lin, Chen Change Loy, Ping Luo

2003.13659

Unified Implicit Neural Stylization

Zhiwen Fan, Yifan Jiang, Peihao Wang, Xinyu Gong, Dejia Xu, Zhangyang Wang

2204.01943

The Conditional Analogy GAN: Swapping Fashion Articles on People Images

Nikolay Jetchev, Urs Bergmann

1709.04695

EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm

Jiangning Zhang, Xiangtai Li, Yabiao Wang, Chengjie Wang, Yibo Yang, Yong Liu, Dacheng Tao

2206.09325

Long-Term Feature Banks for Detailed Video Understanding

Chao-Yuan Wu, Christoph Feichtenhofer, Haoqi Fan, Kaiming He, Philipp Krähenbühl, Ross Girshick

1812.05038

High-Resolution Representations for Labeling Pixels and Regions

Ke Sun, Yang Zhao, Borui Jiang, Tianheng Cheng, Bin Xiao, Dong Liu, Yadong Mu, Xinggang Wang, Wenyu Liu, Jingdong Wang

1904.04514

Multiresolution Tree Networks for 3D Point Cloud Processing

Matheus Gadelha, Rui Wang, Subhransu Maji

1807.03520

SRFlow: Learning the Super-Resolution Space with Normalizing Flow

Andreas Lugmayr, Martin Danelljan, Luc Van Gool, Radu Timofte

2006.14200

More Control for Free! Image Synthesis with Semantic Diffusion Guidance

Xihui Liu, Dong Huk Park, Samaneh Azadi, Gong Zhang, Arman Chopikyan, Yuxiao Hu, Humphrey Shi, Anna Rohrbach, Trevor Darrell

2112.05744

Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering

Jihyung Kil, Cheng Zhang, Dong Xuan, Wei-Lun Chao

2109.06122

Searching for Low-Bit Weights in Quantized Neural Networks

Zhaohui Yang, Yunhe Wang, Kai Han, Chunjing Xu, Chao Xu, Dacheng Tao, Chang Xu

2009.08695

Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning

Pan Lu, Ran Gong, Shibiao Jiang, Liang Qiu, Siyuan Huang, Xiaodan Liang, Song-Chun Zhu

2105.04165

Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics

Alex Kendall, Yarin Gal, Roberto Cipolla

1705.07115

On Exact Computation with an Infinitely Wide Neural Net

Sanjeev Arora, Simon S. Du, Wei Hu, Zhiyuan Li, Ruslan Salakhutdinov, Ruosong Wang

1904.11955

Fast Alternating Linearization Methods for Minimizing the Sum of Two Convex Functions

Donald Goldfarb, Shiqian Ma, Katya Scheinberg

0912.4571

ObjectNav Revisited: On Evaluation of Embodied Agents Navigating to Objects

Dhruv Batra, Aaron Gokaslan, Aniruddha Kembhavi, Oleksandr Maksymets, Roozbeh Mottaghi, Manolis Savva, Alexander Toshev, Erik Wijmans

2006.13171

DyCrowd: Towards Dynamic Crowd Reconstruction from a Large-scene Video

Hao Wen, Hongbo Kang, Jian Ma, Jing Huang, Yuanwang Yang, Haozhe Lin, Yu-Kun Lai, Kun Li

2508.12644

On GANs and GMMs

Eitan Richardson, Yair Weiss

1805.12462

Temporal Attentive Alignment for Large-Scale Video Domain Adaptation

Min-Hung Chen, Zsolt Kira, Ghassan AlRegib, Jaekwon Yoo, Ruxin Chen, Jian Zheng

1907.12743

VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models

Shicheng Li, Lei Li, Shuhuai Ren, Yuanxin Liu, Yi Liu, Rundong Gao, Xu Sun, Lu Hou

2311.17404

Visual Causal Feature Learning

Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt

1412.2309

Learning A Task-Specific Deep Architecture For Clustering

Zhangyang Wang, Shiyu Chang, Jiayu Zhou, Meng Wang, Thomas S. Huang

1509.00151

Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing

Vedika Agarwal, Rakshith Shetty, Mario Fritz

1912.07538

Explore In-Context Segmentation via Latent Diffusion Models

Chaoyang Wang, Xiangtai Li, Henghui Ding, Lu Qi, Jiangning Zhang, Yunhai Tong, Chen Change Loy, Shuicheng Yan

2403.09616

AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition

Shoufa Chen, Chongjian Ge, Zhan Tong, Jiangliu Wang, Yibing Song, Jue Wang, Ping Luo

2205.13535

COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing

Jiangshan Wang, Yue Ma, Jiayi Guo, Yicheng Xiao, Gao Huang, Xiu Li

2406.08850

Pandora: Towards General World Model with Natural Language Actions and Video States

Jiannan Xiang, Guangyi Liu, Yi Gu, Qiyue Gao, Yuting Ning, Yuheng Zha, Zeyu Feng, Tianhua Tao, Shibo Hao, Yemin Shi, Zhengzhong Liu, Eric P. Xing, Zhiting Hu

2406.09455

Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere

Tongzhou Wang, Phillip Isola

2005.10242

One-step Diffusion with Distribution Matching Distillation

Tianwei Yin, Michaël Gharbi, Richard Zhang, Eli Shechtman, Fredo Durand, William T. Freeman, Taesung Park

2311.18828

Deep Joint Rain Detection and Removal from a Single Image

Wenhan Yang, Robby T. Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, Shuicheng Yan

1609.07769

Segmentation-Aware Convolutional Networks Using Local Attention Masks

Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos

1708.04607

Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro

Zhedong Zheng, Liang Zheng, Yi Yang

1701.07717

Focus Is All You Need: Loss Functions For Event-based Vision

Guillermo Gallego, Mathias Gehrig, Davide Scaramuzza

1904.07235

Robust, Occlusion-aware Pose Estimation for Objects Grasped by Adaptive Hands

Bowen Wen, Chaitanya Mitash, Sruthi Soorian, Andrew Kimmel, Avishai Sintov, Kostas E. Bekris

2003.03518

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

Xu Ji, João F. Henriques, Andrea Vedaldi

1807.06653

Are Transformers More Robust Than CNNs?

Yutong Bai, Jieru Mei, Alan Yuille, Cihang Xie

2111.05464

Human Action Localization with Sparse Spatial Supervision

Philippe Weinzaepfel, Xavier Martin, Cordelia Schmid

1605.05197

MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape Supervision

Tingbo Hou, Adel Ahmadyan, Liangkai Zhang, Jianing Wei, Matthias Grundmann

2003.03522

Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients

Andrew Slavin Ross, Finale Doshi-Velez

1711.09404

Scalable SoftGroup for 3D Instance Segmentation on Point Clouds

Thang Vu, Kookhoi Kim, Tung M. Luu, Thanh Nguyen, Junyeong Kim, Chang D. Yoo

2209.08263

Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation

Marijn F. Stollenga, Wonmin Byeon, Marcus Liwicki, Juergen Schmidhuber

1506.07452

MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network

Zizhao Zhang, Yuanpu Xie, Fuyong Xing, Mason McGough, Lin Yang

1707.02485

Self-Regularized Prototypical Network for Few-Shot Semantic Segmentation

Henghui Ding, Hui Zhang, Xudong Jiang

2210.16829

Dynamic Label Graph Matching for Unsupervised Video Re-Identification

Mang Ye, Andy J Ma, Liang Zheng, Jiawei Li, P C Yuen

1709.09297

A Riemannian low-rank method for optimization over semidefinite matrices with block-diagonal constraints

Nicolas Boumal

1506.00575

A Discriminatively Learned CNN Embedding for Person Re-identification

Zhedong Zheng, Liang Zheng, Yi Yang

1611.05666

Examining CNN Representations with respect to Dataset Bias

Quanshi Zhang, Wenguan Wang, Song-Chun Zhu

1710.10577

Perception Prioritized Training of Diffusion Models

Jooyoung Choi, Jungbeom Lee, Chaehun Shin, Sungwon Kim, Hyunwoo Kim, Sungroh Yoon

2204.00227

Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation

Ho Kei Cheng, Yu-Wing Tai, Chi-Keung Tang

2106.05210

IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural Networks

Ke Sun, Mingjie Li, Dong Liu, Jingdong Wang

1806.00178

Instance-Level Segmentation for Autonomous Driving with Deep Densely Connected MRFs

Ziyu Zhang, Sanja Fidler, Raquel Urtasun

1512.06735

Unsupervised Learning by Predicting Noise

Piotr Bojanowski, Armand Joulin

1704.05310

NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and Benchmarking

Daniel Dauner, Marcel Hallgarten, Tianyu Li, Xinshuo Weng, Zhiyu Huang, Zetong Yang, Hongyang Li, Igor Gilitschenski, Boris Ivanovic, Marco Pavone, Andreas Geiger, Kashyap Chitta

2406.15349

Interpreting CNNs via Decision Trees

Quanshi Zhang, Yu Yang, Haotian Ma, Ying Nian Wu

1802.00121

BSP-Net: Generating Compact Meshes via Binary Space Partitioning

Zhiqin Chen, Andrea Tagliasacchi, Hao Zhang

1911.06971

Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion

Boyuan Chen, Diego Marti Monso, Yilun Du, Max Simchowitz, Russ Tedrake, Vincent Sitzmann

2407.01392

Self-Supervised Learning with Swin Transformers

Zhenda Xie, Yutong Lin, Zhuliang Yao, Zheng Zhang, Qi Dai, Yue Cao, Han Hu

2105.04553

LivePhoto: Real Image Animation with Text-guided Motion Control

Xi Chen, Zhiheng Liu, Mengting Chen, Yutong Feng, Yu Liu, Yujun Shen, Hengshuang Zhao

2312.02928

MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding

Xinyu Fang, Kangrui Mao, Haodong Duan, Xiangyu Zhao, Yining Li, Dahua Lin, Kai Chen

2406.14515

Instant Neural Graphics Primitives with a Multiresolution Hash Encoding

Thomas Müller, Alex Evans, Christoph Schied, Alexander Keller

2201.05989

Efficient Geometry-aware 3D Generative Adversarial Networks

Eric R. Chan, Connor Z. Lin, Matthew A. Chan, Koki Nagano, Boxiao Pan, Shalini De Mello, Orazio Gallo, Leonidas Guibas, Jonathan Tremblay, Sameh Khamis, Tero Karras, Gordon Wetzstein

2112.07945

Unseen Object Instance Segmentation for Robotic Environments

Christopher Xie, Yu Xiang, Arsalan Mousavian, Dieter Fox

2007.08073

Accelerating the Super-Resolution Convolutional Neural Network

Chao Dong, Chen Change Loy, Xiaoou Tang

1608.00367

Exploring the structure of a real-time, arbitrary neural artistic stylization network

Golnaz Ghiasi, Honglak Lee, Manjunath Kudlur, Vincent Dumoulin, Jonathon Shlens

1705.06830

Baby steps towards few-shot learning with multiple semantics

Eli Schwartz, Leonid Karlinsky, Rogerio Feris, Raja Giryes, Alex M. Bronstein

1906.01905

First-Person Activity Forecasting with Online Inverse Reinforcement Learning

Nicholas Rhinehart, Kris M. Kitani

1612.07796

Visual Storytelling

Ting-Hao, Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell

1604.03968

Searching for Activation Functions

Prajit Ramachandran, Barret Zoph, Quoc V. Le

1710.05941

Insights on representational similarity in neural networks with canonical correlation

Ari S. Morcos, Maithra Raghu, Samy Bengio

1806.05759

Detecting Human-Object Contact in Images

Yixin Chen, Sai Kumar Dwivedi, Michael J. Black, Dimitrios Tzionas

2303.03373

On Bringing Robots Home

Nur Muhammad Mahi Shafiullah, Anant Rai, Haritheja Etukuru, Yiqian Liu, Ishan Misra, Soumith Chintala, Lerrel Pinto

2311.16098

Deep Image: Scaling up Image Recognition

Ren Wu, Shengen Yan, Yi Shan, Qingqing Dang, Gang Sun

1501.02876

One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning

Tianhe Yu, Chelsea Finn, Annie Xie, Sudeep Dasari, Tianhao Zhang, Pieter Abbeel, Sergey Levine

1802.01557

Learning to Reconstruct Shapes from Unseen Classes

Xiuming Zhang, Zhoutong Zhang, Chengkai Zhang, Joshua B. Tenenbaum, William T. Freeman, Jiajun Wu

1812.11166

Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks

Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, Akira Naruse, Rio Yokota, Satoshi Matsuoka

1811.12019

Person Search via A Mask-Guided Two-Stream CNN Model

Di Chen, Shanshan Zhang, Wanli Ouyang, Jian Yang, Ying Tai

1807.08107

Scaling and Benchmarking Self-Supervised Visual Representation Learning

Priya Goyal, Dhruv Mahajan, Abhinav Gupta, Ishan Misra

1905.01235

Training Binary Neural Networks through Learning with Noisy Supervision

Kai Han, Yunhe Wang, Yixing Xu, Chunjing Xu, Enhua Wu, Chang Xu

2010.04871

InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges

Guo Chen, Sen Xing, Zhe Chen, Yi Wang, Kunchang Li, Yizhuo Li, Yi Liu, Jiahao Wang, Yin-Dong Zheng, Bingkun Huang, Zhiyu Zhao, Junting Pan, Yifei Huang, Zun Wang, Jiashuo Yu, Yinan He, Hongjie Zhang, Tong Lu, Yali Wang, Limin Wang, Yu Qiao

2211.09529

Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression

Hamid Rezatofighi, Nathan Tsoi, JunYoung Gwak, Amir Sadeghian, Ian Reid, Silvio Savarese

1902.09630

LaserNet: An Efficient Probabilistic 3D Object Detector for Autonomous Driving

Gregory P. Meyer, Ankit Laddha, Eric Kee, Carlos Vallespi-Gonzalez, Carl K. Wellington

1903.08701

StylizedNeRF: Consistent 3D Scene Stylization as Stylized NeRF via 2D-3D Mutual Learning

Yi-Hua Huang, Yue He, Yu-Jie Yuan, Yu-Kun Lai, Lin Gao

2205.12183

Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer Cascade

Xiaoxiao Li, Ziwei Liu, Ping Luo, Chen Change Loy, Xiaoou Tang

1704.01344

Deep Mutual Learning

Ying Zhang, Tao Xiang, Timothy M. Hospedales, Huchuan Lu

1706.00384

X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning

Artemis Panagopoulou, Le Xue, Ning Yu, Junnan Li, Dongxu Li, Shafiq Joty, Ran Xu, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles

2311.18799

Fast ODE-based Sampling for Diffusion Models in Around 5 Steps

Zhenyu Zhou, Defang Chen, Can Wang, Chun Chen

2312.00094

Interpreting CNN Knowledge via an Explanatory Graph

Quanshi Zhang, Ruiming Cao, Feng Shi, Ying Nian Wu, Song-Chun Zhu

1708.01785

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

Dan Hendrycks, Norman Mu, Ekin D. Cubuk, Barret Zoph, Justin Gilmer, Balaji Lakshminarayanan

1912.02781

Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network

Zizhao Zhang, Yuanpu Xie, Lin Yang

1802.09178

Continuous-time Intensity Estimation Using Event Cameras

Cedric Scheerlinck, Nick Barnes, Robert Mahony

1811.00386

MixConv: Mixed Depthwise Convolutional Kernels

Mingxing Tan, Quoc V. Le

1907.09595

Decoupling Representation and Classifier for Long-Tailed Recognition

Bingyi Kang, Saining Xie, Marcus Rohrbach, Zhicheng Yan, Albert Gordo, Jiashi Feng, Yannis Kalantidis

1910.09217

Runtime Guarantees for Regression Problems

Hui Han Chin, Aleksander Madry, Gary Miller, Richard Peng

1110.1358

Colorization as a Proxy Task for Visual Understanding

Gustav Larsson, Michael Maire, Gregory Shakhnarovich

1703.04044

CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers

Ming Ding, Wendi Zheng, Wenyi Hong, Jie Tang

2204.14217

Towards Open Vocabulary Learning: A Survey

Jianzong Wu, Xiangtai Li, Shilin Xu, Haobo Yuan, Henghui Ding, Yibo Yang, Xia Li, Jiangning Zhang, Yunhai Tong, Xudong Jiang, Bernard Ghanem, Dacheng Tao

2306.15880

D&D: Learning Human Dynamics from Dynamic Camera

Jiefeng Li, Siyuan Bian, Chao Xu, Gang Liu, Gang Yu, Cewu Lu

2209.08790

HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks

Zhen Dong, Zhewei Yao, Yaohui Cai, Daiyaan Arfeen, Amir Gholami, Michael W. Mahoney, Kurt Keutzer

1911.03852

Object Detection in Videos by High Quality Object Linking

Peng Tang, Chunyu Wang, Xinggang Wang, Wenyu Liu, Wenjun Zeng, Jingdong Wang

1801.09823

CLOCs: Camera-LiDAR Object Candidates Fusion for 3D Object Detection

Su Pang, Daniel Morris, Hayder Radha

2009.00784

UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking

Jonathon Luiten, Idil Esen Zulfikar, Bastian Leibe

2001.05425

Weakly supervised learning of actions from transcripts

Hilde Kuehne, Alexander Richard, Juergen Gall

1610.02237

Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers

Yi Tay, Mostafa Dehghani, Jinfeng Rao, William Fedus, Samira Abnar, Hyung Won Chung, Sharan Narang, Dani Yogatama, Ashish Vaswani, Donald Metzler

2109.10686

Weakly Supervised Object Localization with Multi-fold Multiple Instance Learning

Ramazan Gokberk Cinbis, Jakob Verbeek, Cordelia Schmid

1503.00949

Deformable GANs for Pose-based Human Image Generation

Aliaksandr Siarohin, Enver Sangineto, Stephane Lathuiliere, Nicu Sebe

1801.00055

Multiscale Deep Equilibrium Models

Shaojie Bai, Vladlen Koltun, J. Zico Kolter

2006.08656

Asymmetric Loss For Multi-Label Classification

Emanuel Ben-Baruch, Tal Ridnik, Nadav Zamir, Asaf Noy, Itamar Friedman, Matan Protter, Lihi Zelnik-Manor

2009.14119

SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis

Guangcong Wang, Zhaoxi Chen, Chen Change Loy, Ziwei Liu

2303.16196

Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification

Tong Xiao, Hongsheng Li, Wanli Ouyang, Xiaogang Wang

1604.07528

Re-ranking Person Re-identification with k-reciprocal Encoding

Zhun Zhong, Liang Zheng, Donglin Cao, Shaozi Li

1701.08398

Making LLaMA SEE and Draw with SEED Tokenizer

Yuying Ge, Sijie Zhao, Ziyun Zeng, Yixiao Ge, Chen Li, Xintao Wang, Ying Shan

2310.01218

Multi-Label Image Recognition with Graph Convolutional Networks

Zhao-Min Chen, Xiu-Shen Wei, Peng Wang, Yanwen Guo

1904.03582

Diffusion Probabilistic Modeling for Video Generation

Ruihan Yang, Prakhar Srivastava, Stephan Mandt

2203.09481

Scribbler: Controlling Deep Image Synthesis with Sketch and Color

Patsorn Sangkloy, Jingwan Lu, Chen Fang, Fisher Yu, James Hays

1612.00835

Near-Online Multi-target Tracking with Aggregated Local Flow Descriptor

Wongun Choi

1504.02340

Explaining How a Deep Neural Network Trained with End-to-End Learning Steers a Car

Mariusz Bojarski, Philip Yeres, Anna Choromanska, Krzysztof Choromanski, Bernhard Firner, Lawrence Jackel, Urs Muller

1704.07911

Text2Mesh: Text-Driven Neural Stylization for Meshes

Oscar Michel, Roi Bar-On, Richard Liu, Sagie Benaim, Rana Hanocka

2112.03221

What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention

Antonino Furnari, Giovanni Maria Farinella

1905.09035

Learning to Generate Diverse Dance Motions with Transformer

Jiaman Li, Yihang Yin, Hang Chu, Yi Zhou, Tingwu Wang, Sanja Fidler, Hao Li

2008.08171

Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding

Pengchuan Zhang, Xiyang Dai, Jianwei Yang, Bin Xiao, Lu Yuan, Lei Zhang, Jianfeng Gao

2103.15358

Multi-view PointNet for 3D Scene Understanding

Maximilian Jaritz, Jiayuan Gu, Hao Su

1909.13603

TensoRF: Tensorial Radiance Fields

Anpei Chen, Zexiang Xu, Andreas Geiger, Jingyi Yu, Hao Su

2203.09517

Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images

Kuofeng Gao, Yang Bai, Jindong Gu, Shu-Tao Xia, Philip Torr, Zhifeng Li, Wei Liu

2401.11170

S4L: Self-Supervised Semi-Supervised Learning

Xiaohua Zhai, Avital Oliver, Alexander Kolesnikov, Lucas Beyer

1905.03670

RBCN: Rectified Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs

Chunlei Liu, Wenrui Ding, Xin Xia, Yuan Hu, Baochang Zhang, Jianzhuang Liu, Bohan Zhuang, Guodong Guo

1908.07748

X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval

Yiwei Ma, Guohai Xu, Xiaoshuai Sun, Ming Yan, Ji Zhang, Rongrong Ji

2207.07285

Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models

Zhendong Wang, Yifan Jiang, Huangjie Zheng, Peihao Wang, Pengcheng He, Zhangyang Wang, Weizhu Chen, Mingyuan Zhou

2304.12526

ARF: Artistic Radiance Fields

Kai Zhang, Nick Kolkin, Sai Bi, Fujun Luan, Zexiang Xu, Eli Shechtman, Noah Snavely

2206.06360

Local Implicit Grid Representations for 3D Scenes

Chiyu Max Jiang, Avneesh Sud, Ameesh Makadia, Jingwei Huang, Matthias Nießner, Thomas Funkhouser

2003.08981

A DIRT-T Approach to Unsupervised Domain Adaptation

Rui Shu, Hung H. Bui, Hirokazu Narui, Stefano Ermon

1802.08735

Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning

Yuhua Chen, Jordi Pont-Tuset, Alberto Montes, Luc Van Gool

1804.03131

Learning Motion Patterns in Videos

Pavel Tokmakov, Karteek Alahari, Cordelia Schmid

1612.07217

Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation

Hoo-Chang Shin, Kirk Roberts, Le Lu, Dina Demner-Fushman, Jianhua Yao, Ronald M Summers

1603.08486

Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels

Simon S. Du, Kangcheng Hou, Barnabás Póczos, Ruslan Salakhutdinov, Ruosong Wang, Keyulu Xu

1905.13192

NIKI: Neural Inverse Kinematics with Invertible Neural Networks for 3D Human Pose and Shape Estimation

Jiefeng Li, Siyuan Bian, Qi Liu, Jiasheng Tang, Fan Wang, Cewu Lu

2305.08590

Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding

Mike Roberts, Jason Ramapuram, Anurag Ranjan, Atulit Kumar, Miguel Angel Bautista, Nathan Paczan, Russ Webb, Joshua M. Susskind

2011.02523

MST: Masked Self-Supervised Transformer for Visual Representation

Zhaowen Li, Zhiyang Chen, Fan Yang, Wei Li, Yousong Zhu, Chaoyang Zhao, Rui Deng, Liwei Wu, Rui Zhao, Ming Tang, Jinqiao Wang

2106.05656

Towards VQA Models That Can Read

Amanpreet Singh, Vivek Natarajan, Meet Shah, Yu Jiang, Xinlei Chen, Dhruv Batra, Devi Parikh, Marcus Rohrbach

1904.08920

Deep Regionlets for Object Detection

Hongyu Xu, Xutao Lv, Xiaoyu Wang, Zhou Ren, Navaneeth Bodla, Rama Chellappa

1712.02408

SparseCtrl: Adding Sparse Controls to Text-to-Video Diffusion Models

Yuwei Guo, Ceyuan Yang, Anyi Rao, Maneesh Agrawala, Dahua Lin, Bo Dai

2311.16933

Uformer: A General U-Shaped Transformer for Image Restoration

Zhendong Wang, Xiaodong Cun, Jianmin Bao, Wengang Zhou, Jianzhuang Liu, Houqiang Li

2106.03106

Inverting Visual Representations with Convolutional Networks

Alexey Dosovitskiy, Thomas Brox

1506.02753

DVIS-DAQ: Improving Video Segmentation via Dynamic Anchor Queries

Yikang Zhou, Tao Zhang, Shunping Ji, Shuicheng Yan, Xiangtai Li

2404.00086

Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images

Junhua Mao, Wei Xu, Yi Yang, Jiang Wang, Zhiheng Huang, Alan Yuille

1504.06692

Point Transformer

Nico Engel, Vasileios Belagiannis, Klaus Dietmayer

2011.00931

What does CLIP know about a red circle? Visual prompt engineering for VLMs

Aleksandar Shtedritski, Christian Rupprecht, Andrea Vedaldi

2304.06712

Rethinking CNN Models for Audio Classification

Kamalesh Palanisamy, Dipika Singhania, Angela Yao

2007.11154

3D Object Proposals using Stereo Imagery for Accurate Object Class Detection

Xiaozhi Chen, Kaustav Kundu, Yukun Zhu, Huimin Ma, Sanja Fidler, Raquel Urtasun

1608.07711

Cross-Modal Progressive Comprehension for Referring Segmentation

Si Liu, Tianrui Hui, Shaofei Huang, Yunchao Wei, Bo Li, Guanbin Li

2105.07175

Learning Multi-Object Dynamics with Compositional Neural Radiance Fields

Danny Driess, Zhiao Huang, Yunzhu Li, Russ Tedrake, Marc Toussaint

2202.11855

Meta-Learning with Latent Embedding Optimization

Andrei A. Rusu, Dushyant Rao, Jakub Sygnowski, Oriol Vinyals, Razvan Pascanu, Simon Osindero, Raia Hadsell

1807.05960

What If We Recaption Billions of Web Images with LLaMA-3?

Xianhang Li, Haoqin Tu, Mude Hui, Zeyu Wang, Bingchen Zhao, Junfei Xiao, Sucheng Ren, Jieru Mei, Qing Liu, Huangjie Zheng, Yuyin Zhou, Cihang Xie

2406.08478

DR2: Diffusion-based Robust Degradation Remover for Blind Face Restoration

Zhixin Wang, Xiaoyun Zhang, Ziying Zhang, Huangjie Zheng, Mingyuan Zhou, Ya Zhang, Yanfeng Wang

2303.06885

LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling

Linjie Li, Zhe Gan, Kevin Lin, Chung-Ching Lin, Zicheng Liu, Ce Liu, Lijuan Wang

2206.07160

Boundary IoU: Improving Object-Centric Image Segmentation Evaluation

Bowen Cheng, Ross Girshick, Piotr Dollár, Alexander C. Berg, Alexander Kirillov

2103.16562

Visual Prompt Tuning

Menglin Jia, Luming Tang, Bor-Chun Chen, Claire Cardie, Serge Belongie, Bharath Hariharan, Ser-Nam Lim

2203.12119

An Enhanced Deep Feature Representation for Person Re-identification

Shangxuan Wu, Ying-Cong Chen, Xiang Li, An-Cong Wu, Jin-Jie You, Wei-Shi Zheng

1604.07807

SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models

Ziyi Lin, Chris Liu, Renrui Zhang, Peng Gao, Longtian Qiu, Han Xiao, Han Qiu, Chen Lin, Wenqi Shao, Keqin Chen, Jiaming Han, Siyuan Huang, Yichi Zhang, Xuming He, Hongsheng Li, Yu Qiao

2311.07575

Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification

Jingya Wang, Xiatian Zhu, Shaogang Gong, Wei Li

1803.09786

DINOv2: Learning Robust Visual Features without Supervision

Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Mahmoud Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-Wen Li, Ishan Misra, Michael Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jegou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski

2304.07193

Tagger: Deep Unsupervised Perceptual Grouping

Klaus Greff, Antti Rasmus, Mathias Berglund, Tele Hotloo Hao, Jürgen Schmidhuber, Harri Valpola

1606.06724

Deep High-Resolution Representation Learning for Human Pose Estimation

Ke Sun, Bin Xiao, Dong Liu, Jingdong Wang

1902.09212

Exploring the Landscape of Spatial Robustness

Logan Engstrom, Brandon Tran, Dimitris Tsipras, Ludwig Schmidt, Aleksander Madry

1712.02779

VIOLET : End-to-End Video-Language Transformers with Masked Visual-token Modeling

Tsu-Jui Fu, Linjie Li, Zhe Gan, Kevin Lin, William Yang Wang, Lijuan Wang, Zicheng Liu

2111.12681

Re-imagine the Negative Prompt Algorithm: Transform 2D Diffusion into 3D, alleviate Janus problem and Beyond

Mohammadreza Armandpour, Ali Sadeghian, Huangjie Zheng, Amir Sadeghian, Mingyuan Zhou

2304.04968

Unsupervised Learning for Physical Interaction through Video Prediction

Chelsea Finn, Ian Goodfellow, Sergey Levine

1605.07157

Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training

Yuanhao Cai, Xiaowan Hu, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Donglai Wei

2204.02844

PseudoClick: Interactive Image Segmentation with Click Imitation

Qin Liu, Meng Zheng, Benjamin Planche, Srikrishna Karanam, Terrence Chen, Marc Niethammer, Ziyan Wu

2207.05282

Elucidating the Design Space of Diffusion-Based Generative Models

Tero Karras, Miika Aittala, Timo Aila, Samuli Laine

2206.00364

UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs

Yanwu Xu, Yang Zhao, Zhisheng Xiao, Tingbo Hou

2311.09257

MOTS: Multi-Object Tracking and Segmentation

Paul Voigtlaender, Michael Krause, Aljosa Osep, Jonathon Luiten, Berin Balachandar Gnana Sekar, Andreas Geiger, Bastian Leibe

1902.03604

Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment

Qiang Chen, Xiaokang Chen, Jian Wang, Shan Zhang, Kun Yao, Haocheng Feng, Junyu Han, Errui Ding, Gang Zeng, Jingdong Wang

2207.13085

Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction

Yuanhao Cai, Jing Lin, Xiaowan Hu, Haoqian Wang, Xin Yuan, Yulun Zhang, Radu Timofte, Luc Van Gool

2203.04845

Predicting Human Activities Using Stochastic Grammar

Siyuan Qi, Siyuan Huang, Ping Wei, Song-Chun Zhu

1708.00945

Improving Object Localization with Fitness NMS and Bounded IoU Loss

Lachlan Tychsen-Smith, Lars Petersson

1711.00164

PandaGPT: One Model To Instruction-Follow Them All

Yixuan Su, Tian Lan, Huayang Li, Jialu Xu, Yan Wang, Deng Cai

2305.16355

Visual Representations for Semantic Target Driven Navigation

Arsalan Mousavian, Alexander Toshev, Marek Fiser, Jana Kosecka, Ayzaan Wahid, James Davidson

1805.06066

Context-aware Captions from Context-agnostic Supervision

Ramakrishna Vedantam, Samy Bengio, Kevin Murphy, Devi Parikh, Gal Chechik

1701.02870

Modelling Uncertainty in Deep Learning for Camera Relocalization

Alex Kendall, Roberto Cipolla

1509.05909

WebLINX: Real-World Website Navigation with Multi-Turn Dialogue

Xing Han Lù, Zdeněk Kasner, Siva Reddy

2402.05930

CogAgent: A Visual Language Model for GUI Agents

Wenyi Hong, Weihan Wang, Qingsong Lv, Jiazheng Xu, Wenmeng Yu, Junhui Ji, Yan Wang, Zihan Wang, Yuxuan Zhang, Juanzi Li, Bin Xu, Yuxiao Dong, Ming Ding, Jie Tang

2312.08914

Object Goal Navigation using Goal-Oriented Semantic Exploration

Devendra Singh Chaplot, Dhiraj Gandhi, Abhinav Gupta, Ruslan Salakhutdinov

2007.00643

The Regretful Agent: Heuristic-Aided Navigation through Progress Estimation

Chih-Yao Ma, Zuxuan Wu, Ghassan AlRegib, Caiming Xiong, Zsolt Kira

1903.01602

MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Pan Lu, Hritik Bansal, Tony Xia, Jiacheng Liu, Chunyuan Li, Hannaneh Hajishirzi, Hao Cheng, Kai-Wei Chang, Michel Galley, Jianfeng Gao

2310.02255

Zero-Shot Visual Imitation

Deepak Pathak, Parsa Mahmoudieh, Guanghao Luo, Pulkit Agrawal, Dian Chen, Yide Shentu, Evan Shelhamer, Jitendra Malik, Alexei A. Efros, Trevor Darrell

1804.08606

Learning Deep Object Detectors from 3D Models

Xingchao Peng, Baochen Sun, Karim Ali, Kate Saenko

1412.7122

COUCH: Towards Controllable Human-Chair Interactions

Xiaohan Zhang, Bharat Lal Bhatnagar, Vladimir Guzov, Sebastian Starke, Gerard Pons-Moll

2205.00541

A Closer Look at Few-shot Classification

Wei-Yu Chen, Yen-Cheng Liu, Zsolt Kira, Yu-Chiang Frank Wang, Jia-Bin Huang

1904.04232

Generative Adversarial Networks for Extreme Learned Image Compression

Eirikur Agustsson, Michael Tschannen, Fabian Mentzer, Radu Timofte, Luc Van Gool

1804.02958

Green AI

Roy Schwartz, Jesse Dodge, Noah A. Smith, Oren Etzioni

1907.10597

MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation

Vikram Voleti, Alexia Jolicoeur-Martineau, Christopher Pal

2205.09853

Multimodal Virtual Point 3D Detection

Tianwei Yin, Xingyi Zhou, Philipp Krähenbühl

2111.06881

Post-training Quantization on Diffusion Models

Yuzhang Shang, Zhihang Yuan, Bin Xie, Bingzhe Wu, Yan Yan

2211.15736

The Omniglot challenge: a 3-year progress report

Brenden M. Lake, Ruslan Salakhutdinov, Joshua B. Tenenbaum

1902.03477

Contrastive Learning for Unpaired Image-to-Image Translation

Taesung Park, Alexei A. Efros, Richard Zhang, Jun-Yan Zhu

2007.15651

Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark

Timo Hackel, Nikolay Savinov, Lubor Ladicky, Jan D. Wegner, Konrad Schindler, Marc Pollefeys

1704.03847

A linearized framework and a new benchmark for model selection for fine-tuning

Aditya Deshpande, Alessandro Achille, Avinash Ravichandran, Hao Li, Luca Zancato, Charless Fowlkes, Rahul Bhotika, Stefano Soatto, Pietro Perona

2102.00084

Pillar-based Object Detection for Autonomous Driving

Yue Wang, Alireza Fathi, Abhijit Kundu, David Ross, Caroline Pantofaru, Thomas Funkhouser, Justin Solomon

2007.10323

What Makes Training Multi-Modal Classification Networks Hard?

Weiyao Wang, Du Tran, Matt Feiszli

1905.12681

BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers

Zhiqi Li, Wenhai Wang, Hongyang Li, Enze Xie, Chonghao Sima, Tong Lu, Qiao Yu, Jifeng Dai

2203.17270

Robust Pre-Training by Adversarial Contrastive Learning

Ziyu Jiang, Tianlong Chen, Ting Chen, Zhangyang Wang

2010.13337

A Simple Framework for Open-Vocabulary Segmentation and Detection

Hao Zhang, Feng Li, Xueyan Zou, Shilong Liu, Chunyuan Li, Jianfeng Gao, Jianwei Yang, Lei Zhang

2303.08131

A Survey of Camouflaged Object Detection and Beyond

Fengyang Xiao, Sujie Hu, Yuqi Shen, Chengyu Fang, Jinfa Huang, Chunming He, Longxiang Tang, Ziyun Yang, Xiu Li

2408.14562

Triangulation Learning Network: from Monocular to Stereo 3D Object Detection

Zengyi Qin, Jinglu Wang, Yan Lu

1906.01193

Stereo Correspondence and Reconstruction of Endoscopic Data Challenge

Max Allan, Jonathan Mcleod, Congcong Wang, Jean Claude Rosenthal, Zhenglei Hu, Niklas Gard, Peter Eisert, Ke Xue Fu, Trevor Zeffiro, Wenyao Xia, Zhanshi Zhu, Huoling Luo, Fucang Jia, Xiran Zhang, Xiaohong Li, Lalith Sharan, Tom Kurmann, Sebastian Schmid, Raphael Sznitman, Dimitris Psychogyios, Mahdi Azizian, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel

2101.01133

ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network

Sachin Mehta, Mohammad Rastegari, Linda Shapiro, Hannaneh Hajishirzi

1811.11431

Few-shot Object Detection via Feature Reweighting

Bingyi Kang, Zhuang Liu, Xin Wang, Fisher Yu, Jiashi Feng, Trevor Darrell

1812.01866

Neural 3D Mesh Renderer

Hiroharu Kato, Yoshitaka Ushiku, Tatsuya Harada

1711.07566

Learnable PINs: Cross-Modal Embeddings for Person Identity

Arsha Nagrani, Samuel Albanie, Andrew Zisserman

1805.00833

Taskonomy: Disentangling Task Transfer Learning

Amir Zamir, Alexander Sax, William Shen, Leonidas Guibas, Jitendra Malik, Silvio Savarese

1804.08328

ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation

Shenghai Yuan, Jinfa Huang, Yongqi Xu, Yaoyang Liu, Shaofeng Zhang, Yujun Shi, Ruijie Zhu, Xinhua Cheng, Jiebo Luo, Li Yuan

2406.18522

Pose-driven Deep Convolutional Model for Person Re-identification

Chi Su, Jianing Li, Shiliang Zhang, Junliang Xing, Wen Gao, Qi Tian

1709.08325

Tracking Every Thing in the Wild

Siyuan Li, Martin Danelljan, Henghui Ding, Thomas E. Huang, Fisher Yu

2207.12978

VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset

Sihan Chen, Handong Li, Qunbo Wang, Zijia Zhao, Mingzhen Sun, Xinxin Zhu, Jing Liu

2305.18500

3D Human Pose Estimation = 2D Pose Estimation + Matching

Ching-Hang Chen, Deva Ramanan

1612.06524

Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis

Rui Huang, Shu Zhang, Tianyu Li, Ran He

1704.04086

Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval

Max Bain, Arsha Nagrani, Gül Varol, Andrew Zisserman

2104.00650

Towards High-Fidelity 3D Face Reconstruction from In-the-Wild Images Using Graph Convolutional Networks

Jiangke Lin, Yi Yuan, Tianjia Shao, Kun Zhou

2003.05653

Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision

Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc V. Le, Yunhsuan Sung, Zhen Li, Tom Duerig

2102.05918

Modeling Relationships in Referential Expressions with Compositional Modular Networks

Ronghang Hu, Marcus Rohrbach, Jacob Andreas, Trevor Darrell, Kate Saenko

1611.09978

Lumiere: A Space-Time Diffusion Model for Video Generation

Omer Bar-Tal, Hila Chefer, Omer Tov, Charles Herrmann, Roni Paiss, Shiran Zada, Ariel Ephrat, Junhwa Hur, Guanghui Liu, Amit Raj, Yuanzhen Li, Michael Rubinstein, Tomer Michaeli, Oliver Wang, Deqing Sun, Tali Dekel, Inbar Mosseri

2401.12945

Person Re-Identification via Recurrent Feature Aggregation

Yichao Yan, Bingbing Ni, Zhichao Song, Chao Ma, Yan Yan, Xiaokang Yang

1701.06351

The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolution

Muhammad Waleed Gondal, Bernhard Schölkopf, Michael Hirsch

1808.00043

HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing

Yuval Alaluf, Omer Tov, Ron Mokady, Rinon Gal, Amit H. Bermano

2111.15666

Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification

Siyuan Cheng, Yingqi Liu, Shiqing Ma, Xiangyu Zhang

2012.11212

Input-Aware Dynamic Backdoor Attack

Anh Nguyen, Anh Tran

2010.08138

3DN: 3D Deformation Network

Weiyue Wang, Duygu Ceylan, Radomir Mech, Ulrich Neumann

1903.03322

FLAME: Free-form Language-based Motion Synthesis & Editing

Jihoon Kim, Jiseob Kim, Sungjoon Choi

2209.00349

Towards Open World Recognition

Abhijit Bendale, Terrance Boult

1412.5687

CLIPort: What and Where Pathways for Robotic Manipulation

Mohit Shridhar, Lucas Manuelli, Dieter Fox

2109.12098

Deep Generative Models with Learnable Knowledge Constraints

Zhiting Hu, Zichao Yang, Ruslan Salakhutdinov, Xiaodan Liang, Lianhui Qin, Haoye Dong, Eric Xing

1806.09764

Dynamic Head: Unifying Object Detection Heads with Attentions

Xiyang Dai, Yinpeng Chen, Bin Xiao, Dongdong Chen, Mengchen Liu, Lu Yuan, Lei Zhang

2106.08322

SurfEmb: Dense and Continuous Correspondence Distributions for Object Pose Estimation with Learnt Surface Embeddings

Rasmus Laurvig Haugaard, Anders Glent Buch

2111.13489

Training Deep Networks with Synthetic Data: Bridging the Reality Gap by Domain Randomization

Jonathan Tremblay, Aayush Prakash, David Acuna, Mark Brophy, Varun Jampani, Cem Anil, Thang To, Eric Cameracci, Shaad Boochoon, Stan Birchfield

1804.06516

Latency-Aware Collaborative Perception

Zixing Lei, Shunli Ren, Yue Hu, Wenjun Zhang, Siheng Chen

2207.08560

DISCO Nets: DISsimilarity COefficient Networks

Diane Bouchacourt, M. Pawan Kumar, Sebastian Nowozin

1606.02556

SE-SSD: Self-Ensembling Single-Stage Object Detector From Point Cloud

Wu Zheng, Weiliang Tang, Li Jiang, Chi-Wing Fu

2104.09804

RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment

Hanze Dong, Wei Xiong, Deepanshu Goyal, Yihan Zhang, Winnie Chow, Rui Pan, Shizhe Diao, Jipeng Zhang, Kashun Shum, Tong Zhang

2304.06767

StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets

Axel Sauer, Katja Schwarz, Andreas Geiger

2202.00273

Guided Open Vocabulary Image Captioning with Constrained Beam Search

Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould

1612.00576

OSOP: A Multi-Stage One Shot Object Pose Estimation Framework

Ivan Shugurov, Fu Li, Benjamin Busam, Slobodan Ilic

2203.15533

BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions

Wenbo Hu, Yifan Xu, Yi Li, Weiyue Li, Zeyuan Chen, Zhuowen Tu

2308.09936

Timeception for Complex Action Recognition

Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders

1812.01289

Multi-style Generative Network for Real-time Transfer

Hang Zhang, Kristin Dana

1703.06953

Large-Scale Study of Curiosity-Driven Learning

Yuri Burda, Harri Edwards, Deepak Pathak, Amos Storkey, Trevor Darrell, Alexei A. Efros

1808.04355

End-to-end Audiovisual Speech Recognition

Stavros Petridis, Themos Stafylakis, Pingchuan Ma, Feipeng Cai, Georgios Tzimiropoulos, Maja Pantic

1802.06424

FFB6D: A Full Flow Bidirectional Fusion Network for 6D Pose Estimation

Yisheng He, Haibin Huang, Haoqiang Fan, Qifeng Chen, Jian Sun

2103.02242

Just Ask: Learning to Answer Questions from Millions of Narrated Videos

Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid

2012.00451

Attentive Single-Tasking of Multiple Tasks

Kevis-Kokitsi Maninis, Ilija Radosavovic, Iasonas Kokkinos

1904.08918

Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation

Chenxi Liu, Liang-Chieh Chen, Florian Schroff, Hartwig Adam, Wei Hua, Alan Yuille, Li Fei-Fei

1901.02985

CodeSLAM - Learning a Compact, Optimisable Representation for Dense Visual SLAM

Michael Bloesch, Jan Czarnowski, Ronald Clark, Stefan Leutenegger, Andrew J. Davison

1804.00874

CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency

Yun-Chun Chen, Yen-Yu Lin, Ming-Hsuan Yang, Jia-Bin Huang

2001.03182

Deep Learning for Detecting Robotic Grasps

Ian Lenz, Honglak Lee, Ashutosh Saxena

1301.3592

An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild

Wei-Lun Chao, Soravit Changpinyo, Boqing Gong, Fei Sha

1605.04253

Visual Reference Resolution using Attention Memory for Visual Dialog

Paul Hongsuck Seo, Andreas Lehrmann, Bohyung Han, Leonid Sigal

1709.07992

Pixel Recursive Super Resolution

Ryan Dahl, Mohammad Norouzi, Jonathon Shlens

1702.00783

Learning Aerial Image Segmentation from Online Maps

Pascal Kaiser, Jan Dirk Wegner, Aurelien Lucchi, Martin Jaggi, Thomas Hofmann, Konrad Schindler

1707.06879

V2X-Sim: Multi-Agent Collaborative Perception Dataset and Benchmark for Autonomous Driving

Yiming Li, Dekun Ma, Ziyan An, Zixun Wang, Yiqi Zhong, Siheng Chen, Chen Feng

2202.08449

Self-supervised Pretraining of Visual Features in the Wild

Priya Goyal, Mathilde Caron, Benjamin Lefaudeux, Min Xu, Pengchao Wang, Vivek Pai, Mannat Singh, Vitaliy Liptchinsky, Ishan Misra, Armand Joulin, Piotr Bojanowski

2103.01988

Are Diffusion Models Vulnerable to Membership Inference Attacks?

Jinhao Duan, Fei Kong, Shiqi Wang, Xiaoshuang Shi, Kaidi Xu

2302.01316

FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age

Kimmo Kärkkäinen, Jungseock Joo

1908.04913

Deep Hyperspherical Learning

Weiyang Liu, Yan-Ming Zhang, Xingguo Li, Zhiding Yu, Bo Dai, Tuo Zhao, Le Song

1711.03189

Query-guided Regression Network with Context Policy for Phrase Grounding

Kan Chen, Rama Kovvuri, Ram Nevatia

1708.01676

3D Shape Generation and Completion through Point-Voxel Diffusion

Linqi Zhou, Yilun Du, Jiajun Wu

2104.03670

Bag of Freebies for Training Object Detection Neural Networks

Zhi Zhang, Tong He, Hang Zhang, Zhongyue Zhang, Junyuan Xie, Mu Li

1902.04103

Knowledge Distillation by On-the-Fly Native Ensemble

Xu Lan, Xiatian Zhu, Shaogang Gong

1806.04606

HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models

Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Wei Wei, Tingbo Hou, Yael Pritch, Neal Wadhwa, Michael Rubinstein, Kfir Aberman

2307.06949

Physical Adversarial Examples for Object Detectors

Kevin Eykholt, Ivan Evtimov, Earlence Fernandes, Bo Li, Amir Rahmati, Florian Tramer, Atul Prakash, Tadayoshi Kohno, Dawn Song

1807.07769

PCN: Point Completion Network

Wentao Yuan, Tejas Khot, David Held, Christoph Mertz, Martial Hebert

1808.00671

XNOR-Net++: Improved Binary Neural Networks

Adrian Bulat, Georgios Tzimiropoulos

1909.13863

H3DNet: 3D Object Detection Using Hybrid Geometric Primitives

Zaiwei Zhang, Bo Sun, Haitao Yang, Qixing Huang

2006.05682

Dissecting Adversarial Robustness of Multimodal LM Agents

Chen Henry Wu, Rishi Shah, Jing Yu Koh, Ruslan Salakhutdinov, Daniel Fried, Aditi Raghunathan

2406.12814

BuboGPT: Enabling Visual Grounding in Multi-Modal LLMs

Yang Zhao, Zhijie Lin, Daquan Zhou, Zilong Huang, Jiashi Feng, Bingyi Kang

2307.08581

DISK: Learning local features with policy gradient

Michał J. Tyszkiewicz, Pascal Fua, Eduard Trulls

2006.13566

From BoW to CNN: Two Decades of Texture Representation for Texture Classification

Li Liu, Jie Chen, Paul Fieguth, Guoying Zhao, Rama Chellappa, Matti Pietikainen

1801.10324

Adversarial Attacks and Defences Competition

Alexey Kurakin, Ian Goodfellow, Samy Bengio, Yinpeng Dong, Fangzhou Liao, Ming Liang, Tianyu Pang, Jun Zhu, Xiaolin Hu, Cihang Xie, Jianyu Wang, Zhishuai Zhang, Zhou Ren, Alan Yuille, Sangxia Huang, Yao Zhao, Yuzhe Zhao, Zhonglin Han, Junjiajia Long, Yerkebulan Berdibekov, Takuya Akiba, Seiya Tokui, Motoki Abe

1804.00097

Taming Encoder for Zero Fine-tuning Image Customization with Text-to-Image Diffusion Models

Xuhui Jia, Yang Zhao, Kelvin C. K. Chan, Yandong Li, Han Zhang, Boqing Gong, Tingbo Hou, Huisheng Wang, Yu-Chuan Su

2304.02642

Proposal-free Network for Instance-level Object Segmentation

Xiaodan Liang, Yunchao Wei, Xiaohui Shen, Jianchao Yang, Liang Lin, Shuicheng Yan

1509.02636

Deeper Insights into Weight Sharing in Neural Architecture Search

Yuge Zhang, Zejun Lin, Junyang Jiang, Quanlu Zhang, Yujing Wang, Hui Xue, Chen Zhang, Yaming Yang

2001.01431

Pixels to Graphs by Associative Embedding

Alejandro Newell, Jia Deng

1706.07365

Learning High-DOF Reaching-and-Grasping via Dynamic Representation of Gripper-Object Interaction

Qijin She, Ruizhen Hu, Juzhan Xu, Min Liu, Kai Xu, Hui Huang

2204.13998

Barlow Twins: Self-Supervised Learning via Redundancy Reduction

Jure Zbontar, Li Jing, Ishan Misra, Yann LeCun, Stéphane Deny

2103.03230

Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation

Feng Li, Hao Zhang, Huaizhe xu, Shilong Liu, Lei Zhang, Lionel M. Ni, Heung-Yeung Shum

2206.02777

Mosaicking to Distill: Knowledge Distillation from Out-of-Domain Data

Gongfan Fang, Yifan Bao, Jie Song, Xinchao Wang, Donglin Xie, Chengchao Shen, Mingli Song

2110.15094

Media Forensics and DeepFakes: an overview

Luisa Verdoliva

2001.06564

STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation

Yunchao Wei, Xiaodan Liang, Yunpeng Chen, Xiaohui Shen, Ming-Ming Cheng, Jiashi Feng, Yao Zhao, Shuicheng Yan

1509.03150

Learning Aligned Cross-Modal Representations from Weakly Aligned Data

Lluis Castrejon, Yusuf Aytar, Carl Vondrick, Hamed Pirsiavash, Antonio Torralba

1607.07295

Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models

Yuchao Gu, Xintao Wang, Jay Zhangjie Wu, Yujun Shi, Yunpeng Chen, Zihan Fan, Wuyou Xiao, Rui Zhao, Shuning Chang, Weijia Wu, Yixiao Ge, Ying Shan, Mike Zheng Shou

2305.18292

GhostNetV2: Enhance Cheap Operation with Long-Range Attention

Yehui Tang, Kai Han, Jianyuan Guo, Chang Xu, Chao Xu, Yunhe Wang

2211.12905

TVQA: Localized, Compositional Video Question Answering

Jie Lei, Licheng Yu, Mohit Bansal, Tamara L. Berg

1809.01696

A Focused Dynamic Attention Model for Visual Question Answering

Ilija Ilievski, Shuicheng Yan, Jiashi Feng

1604.01485

M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network

Qijie Zhao, Tao Sheng, Yongtao Wang, Zhi Tang, Ying Chen, Ling Cai, Haibin Ling

1811.04533

Video Summarization with Long Short-term Memory

Ke Zhang, Wei-Lun Chao, Fei Sha, Kristen Grauman

1605.08110

The Role of Context Selection in Object Detection

Ruichi Yu, Xi Chen, Vlad I. Morariu, Larry S. Davis

1609.02948

Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring

Seungjun Nah, Tae Hyun Kim, Kyoung Mu Lee

1612.02177

Inversion-Based Style Transfer with Diffusion Models

Yuxin Zhang, Nisha Huang, Fan Tang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu

2211.13203

Bottom-up Object Detection by Grouping Extreme and Center Points

Xingyi Zhou, Jiacheng Zhuo, Philipp Krähenbühl

1901.08043

Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning

David Mascharka, Philip Tran, Ryan Soklaski, Arjun Majumdar

1803.05268

PanopticFusion: Online Volumetric Semantic Mapping at the Level of Stuff and Things

Gaku Narita, Takashi Seno, Tomoya Ishikawa, Yohsuke Kaji

1903.01177

Variational Inference of Disentangled Latent Concepts from Unlabeled Observations

Abhishek Kumar, Prasanna Sattigeri, Avinash Balakrishnan

1711.00848

Beyond neural scaling laws: beating power law scaling via data pruning

Ben Sorscher, Robert Geirhos, Shashank Shekhar, Surya Ganguli, Ari S. Morcos

2206.14486

Geometric GAN

Jae Hyun Lim, Jong Chul Ye

1705.02894

Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs

Maxim Tatarchenko, Alexey Dosovitskiy, Thomas Brox

1703.09438

Who2com: Collaborative Perception via Learnable Handshake Communication

Yen-Cheng Liu, Junjiao Tian, Chih-Yao Ma, Nathan Glaser, Chia-Wen Kuo, Zsolt Kira

2003.09575

Deep Bayesian Active Learning with Image Data

Yarin Gal, Riashat Islam, Zoubin Ghahramani

1703.02910

Vision and Learning for Deliberative Monocular Cluttered Flight

Debadeepta Dey, Kumar Shaurya Shankar, Sam Zeng, Rupesh Mehta, M. Talha Agcayazi, Christopher Eriksen, Shreyansh Daftry, Martial Hebert, J. Andrew Bagnell

1411.6326

Face2Face: Real-time Face Capture and Reenactment of RGB Videos

Justus Thies, Michael Zollhöfer, Marc Stamminger, Christian Theobalt, Matthias Nießner

2007.14808

Decoupling Representation Learning from Reinforcement Learning

Adam Stooke, Kimin Lee, Pieter Abbeel, Michael Laskin

2009.08319

Kinematic 3D Object Detection in Monocular Video

Garrick Brazil, Gerard Pons-Moll, Xiaoming Liu, Bernt Schiele

2007.09548

3D Object Detection with Pointformer

Xuran Pan, Zhuofan Xia, Shiji Song, Li Erran Li, Gao Huang

2012.11409

Generating images with recurrent adversarial networks

Daniel Jiwoong Im, Chris Dongjoo Kim, Hui Jiang, Roland Memisevic

1602.05110

Finding Action Tubes

Georgia Gkioxari, Jitendra Malik

1411.6031

Visual Interaction Networks

Nicholas Watters, Andrea Tacchetti, Theophane Weber, Razvan Pascanu, Peter Battaglia, Daniel Zoran

1706.01433

EPOS: Estimating 6D Pose of Objects with Symmetries

Tomas Hodan, Daniel Barath, Jiri Matas

2004.00605

Diverse Image Generation via Self-Conditioned GANs

Steven Liu, Tongzhou Wang, David Bau, Jun-Yan Zhu, Antonio Torralba

2006.10728

Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision

Michael Niemeyer, Lars Mescheder, Michael Oechsle, Andreas Geiger

1912.07372

LEGO-Net: Learning Regular Rearrangements of Objects in Rooms

Qiuhong Anna Wei, Sijie Ding, Jeong Joon Park, Rahul Sajnani, Adrien Poulenard, Srinath Sridhar, Leonidas Guibas

2301.09629

3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data

Benjamin Biggs, Sébastien Ehrhadt, Hanbyul Joo, Benjamin Graham, Andrea Vedaldi, David Novotny

2011.00980

Volumetric Instance-Aware Semantic Mapping and 3D Object Discovery

Margarita Grinvald, Fadri Furrer, Tonci Novkovic, Jen Jen Chung, Cesar Cadena, Roland Siegwart, Juan Nieto

1903.00268

Exploring Classification Equilibrium in Long-Tailed Object Detection

Chengjian Feng, Yujie Zhong, Weilin Huang

2108.07507

Deeply-Recursive Convolutional Network for Image Super-Resolution

Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee

1511.04491

Variational Autoencoders Pursue PCA Directions (by Accident)

Michal Rolinek, Dominik Zietlow, Georg Martius

1812.06775

Recursive Visual Sound Separation Using Minus-Plus Net

Xudong Xu, Bo Dai, Dahua Lin

1908.11602

NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search

Xuanyi Dong, Yi Yang

2001.00326

Visualizing Deep Convolutional Neural Networks Using Natural Pre-Images

Aravindh Mahendran, Andrea Vedaldi

1512.02017

StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery

Or Patashnik, Zongze Wu, Eli Shechtman, Daniel Cohen-Or, Dani Lischinski

2103.17249

Axial Attention in Multidimensional Transformers

Jonathan Ho, Nal Kalchbrenner, Dirk Weissenborn, Tim Salimans

1912.12180

LVLM-eHub: A Comprehensive Evaluation Benchmark for Large Vision-Language Models

Peng Xu, Wenqi Shao, Kaipeng Zhang, Peng Gao, Shuo Liu, Meng Lei, Fanqing Meng, Siyuan Huang, Yu Qiao, Ping Luo

2306.09265

Interpolating between Images with Diffusion Models

Clinton J. Wang, Polina Golland

2307.12560

Structured Denoising Diffusion Models in Discrete State-Spaces

Jacob Austin, Daniel D. Johnson, Jonathan Ho, Daniel Tarlow, Rianne van den Berg

2107.03006

CRAFT Objects from Images

Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li

1604.03239

EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone

Shraman Pramanick, Yale Song, Sayan Nag, Kevin Qinghong Lin, Hardik Shah, Mike Zheng Shou, Rama Chellappa, Pengchuan Zhang

2307.05463

Learned Vertex Descent: A New Direction for 3D Human Model Fitting

Enric Corona, Gerard Pons-Moll, Guillem Alenyà, Francesc Moreno-Noguer

2205.06254

Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning

Supasorn Suwajanakorn, Noah Snavely, Jonathan Tompson, Mohammad Norouzi

1807.03146

Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning

Antoine Yang, Arsha Nagrani, Paul Hongsuck Seo, Antoine Miech, Jordi Pont-Tuset, Ivan Laptev, Josef Sivic, Cordelia Schmid

2302.14115

Learning to Refine Object Segments

Pedro O. Pinheiro, Tsung-Yi Lin, Ronan Collobert, Piotr Dollàr

1603.08695

Adversarial Unlearning of Backdoors via Implicit Hypergradient

Yi Zeng, Si Chen, Won Park, Z. Morley Mao, Ming Jin, Ruoxi Jia

2110.03735

Automatic Spatially-aware Fashion Concept Discovery

Xintong Han, Zuxuan Wu, Phoenix X. Huang, Xiao Zhang, Menglong Zhu, Yuan Li, Yang Zhao, Larry S. Davis

1708.01311

Image Augmentations for GAN Training

Zhengli Zhao, Zizhao Zhang, Ting Chen, Sameer Singh, Han Zhang

2006.02595

Pathdreamer: A World Model for Indoor Navigation

Jing Yu Koh, Honglak Lee, Yinfei Yang, Jason Baldridge, Peter Anderson

2105.08756

StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks

Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris Metaxas

1612.03242

Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling

Xingyuan Sun, Jiajun Wu, Xiuming Zhang, Zhoutong Zhang, Chengkai Zhang, Tianfan Xue, Joshua B. Tenenbaum, William T. Freeman

1804.04610

Self-supervised deep convolutional neural network for chest X-ray classification

Matej Gazda, Jakub Gazda, Jan Plavka, Peter Drotar

2103.03055

ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics

Zhiyuan Zhang, Binh-Son Hua, Sai-Kit Yeung

1908.06295

Improving One-shot NAS by Suppressing the Posterior Fading

Xiang Li, Chen Lin, Chuming Li, Ming Sun, Wei Wu, Junjie Yan, Wanli Ouyang

1910.02543

Images Speak in Images: A Generalist Painter for In-Context Visual Learning

Xinlong Wang, Wen Wang, Yue Cao, Chunhua Shen, Tiejun Huang

2212.02499

Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks

Michele Volpi, Devis Tuia

1608.00775

Unsupervised 3D Shape Completion through GAN Inversion

Junzhe Zhang, Xinyi Chen, Zhongang Cai, Liang Pan, Haiyu Zhao, Shuai Yi, Chai Kiat Yeo, Bo Dai, Chen Change Loy

2104.13366

MicroCinema: A Divide-and-Conquer Approach for Text-to-Video Generation

Yanhui Wang, Jianmin Bao, Wenming Weng, Ruoyu Feng, Dacheng Yin, Tao Yang, Jingxu Zhang, Qi Dai Zhiyuan Zhao, Chunyu Wang, Kai Qiu, Yuhui Yuan, Chuanxin Tang, Xiaoyan Sun, Chong Luo, Baining Guo

2311.18829

A U-Net Based Discriminator for Generative Adversarial Networks

Edgar Schönfeld, Bernt Schiele, Anna Khoreva

2002.12655

Machine Learning-Based Prototyping of Graphical User Interfaces for Mobile Apps

Kevin Moran, Carlos Bernal-Cárdenas, Michael Curcio, Richard Bonett, Denys Poshyvanyk

1802.02312

Boosting Image Captioning with Attributes

Ting Yao, Yingwei Pan, Yehao Li, Zhaofan Qiu, Tao Mei

1611.01646

Learning shape correspondence with anisotropic convolutional neural networks

Davide Boscaini, Jonathan Masci, Emanuele Rodolà, Michael M. Bronstein

1605.06437

MixMatch: A Holistic Approach to Semi-Supervised Learning

David Berthelot, Nicholas Carlini, Ian Goodfellow, Nicolas Papernot, Avital Oliver, Colin Raffel

1905.02249

InstantSwap: Fast Customized Concept Swapping across Sharp Shape Differences

Chenyang Zhu, Kai Li, Yue Ma, Longxiang Tang, Chengyu Fang, Chubin Chen, Qifeng Chen, Xiu Li

2412.01197

Sim2Real View Invariant Visual Servoing by Recurrent Control

Fereshteh Sadeghi, Alexander Toshev, Eric Jang, Sergey Levine

1712.07642

Visual Commonsense R-CNN

Tan Wang, Jianqiang Huang, Hanwang Zhang, Qianru Sun

2002.12204

QKD: Quantization-aware Knowledge Distillation

Jangho Kim, Yash Bhalgat, Jinwon Lee, Chirag Patel, Nojun Kwak

1911.12491

CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild

Bastian Wandt, Marco Rudolph, Petrissa Zell, Helge Rhodin, Bodo Rosenhahn

2011.14679

And the Bit Goes Down: Revisiting the Quantization of Neural Networks

Pierre Stock, Armand Joulin, Rémi Gribonval, Benjamin Graham, Hervé Jégou

1907.05686

Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency

Shubham Tulsiani, Tinghui Zhou, Alexei A. Efros, Jitendra Malik

1704.06254

Pivotal Tuning for Latent-based Editing of Real Images

Daniel Roich, Ron Mokady, Amit H. Bermano, Daniel Cohen-Or

2106.05744

Image Fusion Transformer

Vibashan VS, Jeya Maria Jose Valanarasu, Poojan Oza, Vishal M. Patel

2107.09011

Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks

Yu-Gang Jiang, Zuxuan Wu, Jun Wang, Xiangyang Xue, Shih-Fu Chang

1502.07209

Adversarial Complementary Learning for Weakly Supervised Object Localization

Xiaolin Zhang, Yunchao Wei, Jiashi Feng, Yi Yang, Thomas Huang

1804.06962

Boosting Weakly Supervised Object Detection via Learning Bounding Box Adjusters

Bowen Dong, Zitong Huang, Yuelin Guo, Qilong Wang, Zhenxing Niu, Wangmeng Zuo

2108.01499

LocVTP: Video-Text Pre-training for Temporal Localization

Meng Cao, Tianyu Yang, Junwu Weng, Can Zhang, Jue Wang, Yuexian Zou

2207.10362

ImageBind-LLM: Multi-modality Instruction Tuning

Jiaming Han, Renrui Zhang, Wenqi Shao, Peng Gao, Peng Xu, Han Xiao, Kaipeng Zhang, Chris Liu, Song Wen, Ziyu Guo, Xudong Lu, Shuai Ren, Yafei Wen, Xiaoxin Chen, Xiangyu Yue, Hongsheng Li, Yu Qiao

2309.03905

Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation

Jose Caballero, Christian Ledig, Andrew Aitken, Alejandro Acosta, Johannes Totz, Zehan Wang, Wenzhe Shi

1611.05250

Learning Affinity via Spatial Propagation Networks

Sifei Liu, Shalini De Mello, Jinwei Gu, Guangyu Zhong, Ming-Hsuan Yang, Jan Kautz

1710.01020

Concept Generalization in Visual Representation Learning

Mert Bulent Sariyildiz, Yannis Kalantidis, Diane Larlus, Karteek Alahari

2012.05649

Cross-stitch Networks for Multi-task Learning

Ishan Misra, Abhinav Shrivastava, Abhinav Gupta, Martial Hebert

1604.03539

MagicEdit: High-Fidelity and Temporally Coherent Video Editing

Jun Hao Liew, Hanshu Yan, Jianfeng Zhang, Zhongcong Xu, Jiashi Feng

2308.14749

Masked Visual Pre-training for Motor Control

Tete Xiao, Ilija Radosavovic, Trevor Darrell, Jitendra Malik

2203.06173

Searching for Efficient Multi-Scale Architectures for Dense Image Prediction

Liang-Chieh Chen, Maxwell D. Collins, Yukun Zhu, George Papandreou, Barret Zoph, Florian Schroff, Hartwig Adam, Jonathon Shlens

1809.04184

Generating High Fidelity Images with Subscale Pixel Networks and Multidimensional Upscaling

Jacob Menick, Nal Kalchbrenner

1812.01608

Multi-Task Domain Adaptation for Deep Learning of Instance Grasping from Simulation

Kuan Fang, Yunfei Bai, Stefan Hinterstoisser, Silvio Savarese, Mrinal Kalakrishnan

1710.06422

Aligning where to see and what to tell: image caption with region-based attention and scene factorization

Junqi Jin, Kun Fu, Runpeng Cui, Fei Sha, Changshui Zhang

1506.06272

Ambient Diffusion: Learning Clean Distributions from Corrupted Data

Giannis Daras, Kulin Shah, Yuval Dagan, Aravind Gollakota, Alexandros G. Dimakis, Adam Klivans

2305.19256

AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars

Fangzhou Hong, Mingyuan Zhang, Liang Pan, Zhongang Cai, Lei Yang, Ziwei Liu

2205.08535

Im2Struct: Recovering 3D Shape Structure from a Single RGB Image

Chengjie Niu, Jun Li, Kai Xu

1804.05469

MoCoGAN: Decomposing Motion and Content for Video Generation

Sergey Tulyakov, Ming-Yu Liu, Xiaodong Yang, Jan Kautz

1707.04993

Combining Language and Vision with a Multimodal Skip-gram Model

Angeliki Lazaridou, Nghia The Pham, Marco Baroni

1501.02598

Invariant Scattering Convolution Networks

Joan Bruna, Stéphane Mallat

1203.1513

Conditional Image Generation with Score-Based Diffusion Models

Georgios Batzolis, Jan Stanczuk, Carola-Bibiane Schönlieb, Christian Etmann

2111.13606

Learning to Decompose and Disentangle Representations for Video Prediction

Jun-Ting Hsieh, Bingbin Liu, De-An Huang, Li Fei-Fei, Juan Carlos Niebles

1806.04166

The More You Know: Using Knowledge Graphs for Image Classification

Kenneth Marino, Ruslan Salakhutdinov, Abhinav Gupta

1612.04844

Backdoor Attacks on Self-Supervised Learning

Aniruddha Saha, Ajinkya Tejankar, Soroush Abbasi Koohpayegani, Hamed Pirsiavash

2105.10123

Reading Text in the Wild with Convolutional Neural Networks

Max Jaderberg, Karen Simonyan, Andrea Vedaldi, Andrew Zisserman

1412.1842

Video Swin Transformer

Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, Han Hu

2106.13230

Exact solutions to the nonlinear dynamics of learning in deep linear neural networks

Andrew M. Saxe, James L. McClelland, Surya Ganguli

1312.6120

Unsupervised Learning of Object Landmarks through Conditional Image Generation

Tomas Jakab, Ankush Gupta, Hakan Bilen, Andrea Vedaldi

1806.07823

Key-Locked Rank One Editing for Text-to-Image Personalization

Yoad Tewel, Rinon Gal, Gal Chechik, Yuval Atzmon

2305.01644

Learning a Multi-View Stereo Machine

Abhishek Kar, Christian Häne, Jitendra Malik

1708.05375

Diffusion Visual Counterfactual Explanations

Maximilian Augustin, Valentyn Boreiko, Francesco Croce, Matthias Hein

2210.11841

Learning Distilled Collaboration Graph for Multi-Agent Perception

Yiming Li, Shunli Ren, Pengxiang Wu, Siheng Chen, Chen Feng, Wenjun Zhang

2111.00643

Traces of Class/Cross-Class Structure Pervade Deep Learning Spectra

Vardan Papyan

2008.11865

Beyond Correlation Filters: Learning Continuous Convolution Operators for Visual Tracking

Martin Danelljan, Andreas Robinson, Fahad Shahbaz Khan, Michael Felsberg

1608.03773

Rethinking and Improving Relative Position Encoding for Vision Transformer

Kan Wu, Houwen Peng, Minghao Chen, Jianlong Fu, Hongyang Chao

2107.14222

Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations

Peng Jin, Jinfa Huang, Fenglin Liu, Xian Wu, Shen Ge, Guoli Song, David A. Clifton, Jie Chen

2211.11427

Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs

Sangwoo Mo, Minsu Cho, Jinwoo Shin

2002.10964

TOCH: Spatio-Temporal Object-to-Hand Correspondence for Motion Refinement

Keyang Zhou, Bharat Lal Bhatnagar, Jan Eric Lenssen, Gerard Pons-Moll

2205.07982

Attend Refine Repeat: Active Box Proposal Generation via In-Out Localization

Spyros Gidaris, Nikos Komodakis

1606.04446

General Automatic Human Shape and Motion Capture Using Volumetric Contour Cues

Helge Rhodin, Nadia Robertini, Dan Casas, Christian Richardt, Hans-Peter Seidel, Christian Theobalt

1607.08659

The "something something" video database for learning and evaluating visual common sense

Raghav Goyal, Samira Ebrahimi Kahou, Vincent Michalski, Joanna Materzyńska, Susanne Westphal, Heuna Kim, Valentin Haenel, Ingo Fruend, Peter Yianilos, Moritz Mueller-Freitag, Florian Hoppe, Christian Thurau, Ingo Bax, Roland Memisevic

1706.04261

HMS-Net: Hierarchical Multi-scale Sparsity-invariant Network for Sparse Depth Completion

Zixuan Huang, Junming Fan, Shenggan Cheng, Shuai Yi, Xiaogang Wang, Hongsheng Li

1808.08685

Instance-sensitive Fully Convolutional Networks

Jifeng Dai, Kaiming He, Yi Li, Shaoqing Ren, Jian Sun

1603.08678

Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation

Bowen Cheng, Maxwell D. Collins, Yukun Zhu, Ting Liu, Thomas S. Huang, Hartwig Adam, Liang-Chieh Chen

1911.10194

Learning Rich Features from RGB-D Images for Object Detection and Segmentation

Saurabh Gupta, Ross Girshick, Pablo Arbeláez, Jitendra Malik

1407.5736

Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization

Daiqing Li, Junlin Yang, Karsten Kreis, Antonio Torralba, Sanja Fidler

2104.05833

CogView: Mastering Text-to-Image Generation via Transformers

Ming Ding, Zhuoyi Yang, Wenyi Hong, Wendi Zheng, Chang Zhou, Da Yin, Junyang Lin, Xu Zou, Zhou Shao, Hongxia Yang, Jie Tang

2105.13290

Viewpoints and Keypoints

Shubham Tulsiani, Jitendra Malik

1411.6067

Group Invariant Scattering

Stéphane Mallat

1101.2286

Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision

Fredrik K. Gustafsson, Martin Danelljan, Thomas B. Schön

1906.01620

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

Xun Huang, Serge Belongie

1703.06868

Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?

Abhishek Das, Harsh Agrawal, C. Lawrence Zitnick, Devi Parikh, Dhruv Batra

1606.05589

High-Fidelity Image Generation With Fewer Labels

Mario Lucic, Michael Tschannen, Marvin Ritter, Xiaohua Zhai, Olivier Bachem, Sylvain Gelly

1903.02271

Visual Imitation Made Easy

Sarah Young, Dhiraj Gandhi, Shubham Tulsiani, Abhinav Gupta, Pieter Abbeel, Lerrel Pinto

2008.04899

CVPR 2023 Text Guided Video Editing Competition

Jay Zhangjie Wu, Xiuyu Li, Difei Gao, Zhen Dong, Jinbin Bai, Aishani Singh, Xiaoyu Xiang, Youzeng Li, Zuwei Huang, Yuanxi Sun, Rui He, Feng Hu, Junhua Hu, Hai Huang, Hanyu Zhu, Xu Cheng, Jie Tang, Mike Zheng Shou, Kurt Keutzer, Forrest Iandola

2310.16003

RenderDiffusion: Image Diffusion for 3D Reconstruction, Inpainting and Generation

Titas Anciukevičius, Zexiang Xu, Matthew Fisher, Paul Henderson, Hakan Bilen, Niloy J. Mitra, Paul Guerrero

2211.09869

PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows

Guandao Yang, Xun Huang, Zekun Hao, Ming-Yu Liu, Serge Belongie, Bharath Hariharan

1906.12320

DiffusionDet: Diffusion Model for Object Detection

Shoufa Chen, Peize Sun, Yibing Song, Ping Luo

2211.09788

Generative Hierarchical Features from Synthesizing Images

Yinghao Xu, Yujun Shen, Jiapeng Zhu, Ceyuan Yang, Bolei Zhou

2007.10379

Learning Deep Embeddings with Histogram Loss

Evgeniya Ustinova, Victor Lempitsky

1611.00822

OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents

Hugo Laurençon, Lucile Saulnier, Léo Tronchon, Stas Bekman, Amanpreet Singh, Anton Lozhkov, Thomas Wang, Siddharth Karamcheti, Alexander M. Rush, Douwe Kiela, Matthieu Cord, Victor Sanh

2306.16527

Imitation from Observation: Learning to Imitate Behaviors from Raw Video via Context Translation

YuXuan Liu, Abhishek Gupta, Pieter Abbeel, Sergey Levine

1707.03374

InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation

Yi Wang, Yinan He, Yizhuo Li, Kunchang Li, Jiashuo Yu, Xin Ma, Xinhao Li, Guo Chen, Xinyuan Chen, Yaohui Wang, Conghui He, Ping Luo, Ziwei Liu, Yali Wang, Limin Wang, Yu Qiao

2307.06942

Practical Full Resolution Learned Lossless Image Compression

Fabian Mentzer, Eirikur Agustsson, Michael Tschannen, Radu Timofte, Luc Van Gool

1811.12817

T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback

Jiachen Li, Weixi Feng, Tsu-Jui Fu, Xinyi Wang, Sugato Basu, Wenhu Chen, William Yang Wang

2405.18750

On the Importance of Noise Scheduling for Diffusion Models

Ting Chen

2301.10972

Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation

Li Jiang, Hengshuang Zhao, Shu Liu, Xiaoyong Shen, Chi-Wing Fu, Jiaya Jia

1909.10469

Rethinking Coarse-to-Fine Approach in Single Image Deblurring

Sung-Jin Cho, Seo-Won Ji, Jun-Pyo Hong, Seung-Won Jung, Sung-Jea Ko

2108.05054

LookinGood: Enhancing Performance Capture with Real-time Neural Re-Rendering

Ricardo Martin-Brualla, Rohit Pandey, Shuoran Yang, Pavel Pidlypenskyi, Jonathan Taylor, Julien Valentin, Sameh Khamis, Philip Davidson, Anastasia Tkach, Peter Lincoln, Adarsh Kowdle, Christoph Rhemann, Dan B Goldman, Cem Keskin, Steve Seitz, Shahram Izadi, Sean Fanello

1811.05029

Modulating early visual processing by language

Harm de Vries, Florian Strub, Jérémie Mary, Hugo Larochelle, Olivier Pietquin, Aaron Courville

1707.00683

Review of Deep Learning

Rong Zhang, Weiping Li, Tong Mo

1804.01653

Exploring Randomly Wired Neural Networks for Image Recognition

Saining Xie, Alexander Kirillov, Ross Girshick, Kaiming He

1904.01569

Probabilistic Modeling for Human Mesh Recovery

Nikos Kolotouros, Georgios Pavlakos, Dinesh Jayaraman, Kostas Daniilidis

2108.11944

Zero-Shot Text-Guided Object Generation with Dream Fields

Ajay Jain, Ben Mildenhall, Jonathan T. Barron, Pieter Abbeel, Ben Poole

2112.01455

Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation

Peter R. Florence, Lucas Manuelli, Russ Tedrake

1806.08756

FS6D: Few-Shot 6D Pose Estimation of Novel Objects

Yisheng He, Yao Wang, Haoqiang Fan, Jian Sun, Qifeng Chen

2203.14628

Holistic 3D Scene Understanding from a Single Image with Implicit Representation

Cheng Zhang, Zhaopeng Cui, Yinda Zhang, Bing Zeng, Marc Pollefeys, Shuaicheng Liu

2103.06422

Memory-and-Anticipation Transformer for Online Action Understanding

Jiahao Wang, Guo Chen, Yifei Huang, Limin Wang, Tong Lu

2308.07893

CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise

Kuang-Huei Lee, Xiaodong He, Lei Zhang, Linjun Yang

1711.07131

RENOIR - A Dataset for Real Low-Light Image Noise Reduction

Josue Anaya, Adrian Barbu

1409.8230

Data-free parameter pruning for Deep Neural Networks

Suraj Srinivas, R. Venkatesh Babu

1507.06149

RELATE: Physically Plausible Multi-Object Scene Synthesis Using Structured Latent Spaces

Sebastien Ehrhardt, Oliver Groth, Aron Monszpart, Martin Engelcke, Ingmar Posner, Niloy Mitra, Andrea Vedaldi

2007.01272

Context Encoding for Semantic Segmentation

Hang Zhang, Kristin Dana, Jianping Shi, Zhongyue Zhang, Xiaogang Wang, Ambrish Tyagi, Amit Agrawal

1803.08904

Hand Pose Estimation via Latent 2.5D Heatmap Regression

Umar Iqbal, Pavlo Molchanov, Thomas Breuel, Juergen Gall, Jan Kautz

1804.09534

Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision

Soubhik Sanyal, Timo Bolkart, Haiwen Feng, Michael J. Black

1905.06817

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder

1712.02616

Objects as Points

Xingyi Zhou, Dequan Wang, Philipp Krähenbühl

1904.07850

Simultaneous Feature and Body-Part Learning for Real-Time Robot Awareness of Human Behaviors

Fei Han, Xue Yang, Christopher Reardon, Yu Zhang, Hao Zhang

1702.07474

Spatially-Adaptive Image Restoration using Distortion-Guided Networks

Kuldeep Purohit, Maitreya Suin, A. N. Rajagopalan, Vishnu Naresh Boddeti

2108.08617

Flowing ConvNets for Human Pose Estimation in Videos

Tomas Pfister, James Charles, Andrew Zisserman

1506.02897

Fractional Max-Pooling

Benjamin Graham

1412.6071

EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning

Kamyar Nazeri, Eric Ng, Tony Joseph, Faisal Z. Qureshi, Mehran Ebrahimi

1901.00212

RUN: Reversible Unfolding Network for Concealed Object Segmentation

Chunming He, Rihan Zhang, Fengyang Xiao, Chengyu Fang, Longxiang Tang, Yulun Zhang, Linghe Kong, Deng-Ping Fan, Kai Li, Sina Farsiu

2501.18783

Deep Video-Based Performance Cloning

Kfir Aberman, Mingyi Shi, Jing Liao, Dani Lischinski, Baoquan Chen, Daniel Cohen-Or

1808.06847

Human Hands as Probes for Interactive Object Understanding

Mohit Goyal, Sahil Modi, Rishabh Goyal, Saurabh Gupta

2112.09120

IA-RED$^2$: Interpretability-Aware Redundancy Reduction for Vision Transformers

Bowen Pan, Rameswar Panda, Yifan Jiang, Zhangyang Wang, Rogerio Feris, Aude Oliva

2106.12620

Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts

Basil Mustafa, Carlos Riquelme, Joan Puigcerver, Rodolphe Jenatton, Neil Houlsby

2206.02770

Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise

Arpit Bansal, Eitan Borgnia, Hong-Min Chu, Jie S. Li, Hamid Kazemi, Furong Huang, Micah Goldblum, Jonas Geiping, Tom Goldstein

2208.09392

BYOL works even without batch statistics

Pierre H. Richemond, Jean-Bastien Grill, Florent Altché, Corentin Tallec, Florian Strub, Andrew Brock, Samuel Smith, Soham De, Razvan Pascanu, Bilal Piot, Michal Valko

2010.10241

Adaptive Affinity Fields for Semantic Segmentation

Tsung-Wei Ke, Jyh-Jing Hwang, Ziwei Liu, Stella X. Yu

1803.10335

Fixed-Form Variational Posterior Approximation through Stochastic Linear Regression

Tim Salimans, David A. Knowles

1206.6679

Complete Dictionary Recovery over the Sphere II: Recovery by Riemannian Trust-region Method

Ju Sun, Qing Qu, John Wright

1511.04777

DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation

Shentong Mo, Enze Xie, Ruihang Chu, Lewei Yao, Lanqing Hong, Matthias Nießner, Zhenguo Li

2307.01831

CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection

Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides

1606.05413

Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog

Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra

1706.08502

Moviescope: Large-scale Analysis of Movies using Multiple Modalities

Paola Cascante-Bonilla, Kalpathy Sitaraman, Mengjia Luo, Vicente Ordonez

1908.03180

Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts

Soravit Changpinyo, Piyush Sharma, Nan Ding, Radu Soricut

2102.08981

Learning Open-World Object Proposals without Learning to Classify

Dahun Kim, Tsung-Yi Lin, Anelia Angelova, In So Kweon, Weicheng Kuo

2108.06753

Scaling Laws of Synthetic Images for Model Training ... for Now

Lijie Fan, Kaifeng Chen, Dilip Krishnan, Dina Katabi, Phillip Isola, Yonglong Tian

2312.04567

PTQ4ViT: Post-training quantization for vision transformers with twin uniform quantization

Zhihang Yuan, Chenhao Xue, Yiqi Chen, Qiang Wu, Guangyu Sun

2111.12293

GhostNet: More Features from Cheap Operations

Kai Han, Yunhe Wang, Qi Tian, Jianyuan Guo, Chunjing Xu, Chang Xu

1911.11907

Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction

Jeremy Reizenstein, Roman Shapovalov, Philipp Henzler, Luca Sbordone, Patrick Labatut, David Novotny

2109.00512

DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models

Chong Mou, Xintao Wang, Jiechong Song, Ying Shan, Jian Zhang

2307.02421

Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?

Chuanxin Tang, Yucheng Zhao, Guangting Wang, Chong Luo, Wenxuan Xie, Wenjun Zeng

2109.05422

SDM-NET: Deep Generative Network for Structured Deformable Mesh

Lin Gao, Jie Yang, Tong Wu, Yu-Jie Yuan, Hongbo Fu, Yu-Kun Lai, Hao Zhang

1908.04520

Deep Reasoning with Knowledge Graph for Social Relationship Understanding

Zhouxia Wang, Tianshui Chen, Jimmy Ren, Weihao Yu, Hui Cheng, Liang Lin

1807.00504

Shallow and Deep Convolutional Networks for Saliency Prediction

Junting Pan, Kevin McGuinness, Elisa Sayrol, Noel O'Connor, Xavier Giro-i-Nieto

1603.00845

Tree-Structured Reinforcement Learning for Sequential Object Localization

Zequn Jie, Xiaodan Liang, Jiashi Feng, Xiaojie Jin, Wen Feng Lu, Shuicheng Yan

1703.02710

Learning to generalize to new compositions in image understanding

Yuval Atzmon, Jonathan Berant, Vahid Kezami, Amir Globerson, Gal Chechik

1608.07639

ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks

Mohit Shridhar, Jesse Thomason, Daniel Gordon, Yonatan Bisk, Winson Han, Roozbeh Mottaghi, Luke Zettlemoyer, Dieter Fox

1912.01734

Learning to Reason: End-to-End Module Networks for Visual Question Answering

Ronghang Hu, Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Kate Saenko

1704.05526

A Closer Look at Spatiotemporal Convolutions for Action Recognition

Du Tran, Heng Wang, Lorenzo Torresani, Jamie Ray, Yann LeCun, Manohar Paluri

1711.11248

AiATrack: Attention in Attention for Transformer Visual Tracking

Shenyuan Gao, Chunluan Zhou, Chao Ma, Xinggang Wang, Junsong Yuan

2207.09603

Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi- Supervised Semantic Segmentation

Yunchao Wei, Huaxin Xiao, Honghui Shi, Zequn Jie, Jiashi Feng, Thomas S. Huang

1805.04574

InterActive: Inter-Layer Activeness Propagation

Lingxi Xie, Liang Zheng, Jingdong Wang, Alan Yuille, Qi Tian

1605.00052

Learning to Quantize Deep Networks by Optimizing Quantization Intervals with Task Loss

Sangil Jung, Changyong Son, Seohyung Lee, Jinwoo Son, Youngjun Kwak, Jae-Joon Han, Sung Ju Hwang, Changkyu Choi

1808.05779

Deep Equilibrium Approaches to Diffusion Models

Ashwini Pokle, Zhengyang Geng, Zico Kolter

2210.12867

Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision, Language, Audio, and Action

Jiasen Lu, Christopher Clark, Sangho Lee, Zichen Zhang, Savya Khosla, Ryan Marten, Derek Hoiem, Aniruddha Kembhavi

2312.17172

SIFT Meets CNN: A Decade Survey of Instance Retrieval

Liang Zheng, Yi Yang, Qi Tian

1608.01807

DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection

Wanli Ouyang, Ping Luo, Xingyu Zeng, Shi Qiu, Yonglong Tian, Hongsheng Li, Shuo Yang, Zhe Wang, Yuanjun Xiong, Chen Qian, Zhenyao Zhu, Ruohui Wang, Chen-Change Loy, Xiaogang Wang, Xiaoou Tang

1409.3505

Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet

Wieland Brendel, Matthias Bethge

1904.00760

Large Language Model Guided Tree-of-Thought

Jieyi Long

2305.08291

Towards Unified INT8 Training for Convolutional Neural Network

Feng Zhu, Ruihao Gong, Fengwei Yu, Xianglong Liu, Yanfei Wang, Zhelong Li, Xiuqi Yang, Junjie Yan

1912.12607

Attention-guided Unified Network for Panoptic Segmentation

Yanwei Li, Xinze Chen, Zheng Zhu, Lingxi Xie, Guan Huang, Dalong Du, Xingang Wang

1812.03904

Conformer: Local Features Coupling Global Representations for Visual Recognition

Zhiliang Peng, Wei Huang, Shanzhi Gu, Lingxi Xie, Yaowei Wang, Jianbin Jiao, Qixiang Ye

2105.03889

Pix2seq: A Language Modeling Framework for Object Detection

Ting Chen, Saurabh Saxena, Lala Li, David J. Fleet, Geoffrey Hinton

2109.10852

On learning optimized reaction diffusion processes for effective image restoration

Yunjin Chen, Wei Yu, Thomas Pock

1503.05768

Structured Transforms for Small-Footprint Deep Learning

Vikas Sindhwani, Tara N. Sainath, Sanjiv Kumar

1510.01722

On Model Calibration for Long-Tailed Object Detection and Instance Segmentation

Tai-Yu Pan, Cheng Zhang, Yandong Li, Hexiang Hu, Dong Xuan, Soravit Changpinyo, Boqing Gong, Wei-Lun Chao

2107.02170

Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation

Suhas Sreehari, S. V. Venkatakrishnan, Brendt Wohlberg, Lawrence F. Drummy, Jeffrey P. Simmons, Charles A. Bouman

1512.07331

Predicting Scene Parsing and Motion Dynamics in the Future

Xiaojie Jin, Huaxin Xiao, Xiaohui Shen, Jimei Yang, Zhe Lin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan

1711.03270

LayoutDiffusion: Controllable Diffusion Model for Layout-to-image Generation

Guangcong Zheng, Xianpan Zhou, Xuewei Li, Zhongang Qi, Ying Shan, Xi Li

2303.17189

Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering

Somak Aditya, Yezhou Yang, Chitta Baral

1803.08896

VindLU: A Recipe for Effective Video-and-Language Pretraining

Feng Cheng, Xizi Wang, Jie Lei, David Crandall, Mohit Bansal, Gedas Bertasius

2212.05051

Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis

Qi Mao, Hsin-Ying Lee, Hung-Yu Tseng, Siwei Ma, Ming-Hsuan Yang

1903.05628

Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models

Chuofan Ma, Yi Jiang, Jiannan Wu, Zehuan Yuan, Xiaojuan Qi

2404.13013

NeRDi: Single-View NeRF Synthesis with Language-Guided Diffusion as General Image Priors

Congyue Deng, Chiyu "Max'' Jiang, Charles R. Qi, Xinchen Yan, Yin Zhou, Leonidas Guibas, Dragomir Anguelov

2212.03267

M$^2$BEV: Multi-Camera Joint 3D Detection and Segmentation with Unified Birds-Eye View Representation

Enze Xie, Zhiding Yu, Daquan Zhou, Jonah Philion, Anima Anandkumar, Sanja Fidler, Ping Luo, Jose M. Alvarez

2204.05088

EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis

Mehdi S. M. Sajjadi, Bernhard Schölkopf, Michael Hirsch

1612.07919

Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces

Pattarawat Chormai, Jan Herrmann, Klaus-Robert Müller, Grégoire Montavon

2212.14855

Q-ViT: Accurate and Fully Quantized Low-bit Vision Transformer

Yanjing Li, Sheng Xu, Baochang Zhang, Xianbin Cao, Peng Gao, Guodong Guo

2210.06707

Few-shot Video-to-Video Synthesis

Ting-Chun Wang, Ming-Yu Liu, Andrew Tao, Guilin Liu, Jan Kautz, Bryan Catanzaro

1910.12713

Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior

Junshu Tang, Tengfei Wang, Bo Zhang, Ting Zhang, Ran Yi, Lizhuang Ma, Dong Chen

2303.14184

Point-Voxel CNN for Efficient 3D Deep Learning

Zhijian Liu, Haotian Tang, Yujun Lin, Song Han

1907.03739

Transformer Tracking with Cyclic Shifting Window Attention

Zikai Song, Junqing Yu, Yi-Ping Phoebe Chen, Wei Yang

2205.03806

DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection

Hao Zhang, Feng Li, Shilong Liu, Lei Zhang, Hang Su, Jun Zhu, Lionel M. Ni, Heung-Yeung Shum

2203.03605

One-Shot Imitation Learning: A Pose Estimation Perspective

Pietro Vitiello, Kamil Dreczkowski, Edward Johns

2310.12077

HAWQ: Hessian AWare Quantization of Neural Networks with Mixed-Precision

Zhen Dong, Zhewei Yao, Amir Gholami, Michael Mahoney, Kurt Keutzer

1905.03696

The Little Engine that Could: Regularization by Denoising (RED)

Yaniv Romano, Michael Elad, Peyman Milanfar

1611.02862

MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation

Wenhao Li, Hong Liu, Hao Tang, Pichao Wang, Luc Van Gool

2111.12707

MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining

Xiaoyi Dong, Jianmin Bao, Yinglin Zheng, Ting Zhang, Dongdong Chen, Hao Yang, Ming Zeng, Weiming Zhang, Lu Yuan, Dong Chen, Fang Wen, Nenghai Yu

2208.12262

WebVision Database: Visual Learning and Understanding from Web Data

Wen Li, Limin Wang, Wei Li, Eirikur Agustsson, Luc Van Gool

1708.02862

HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training

Linjie Li, Yen-Chun Chen, Yu Cheng, Zhe Gan, Licheng Yu, Jingjing Liu

2005.00200

Designing Energy-Efficient Convolutional Neural Networks using Energy-Aware Pruning

Tien-Ju Yang, Yu-Hsin Chen, Vivienne Sze

1611.05128

Deeply-Learned Part-Aligned Representations for Person Re-Identification

Liming Zhao, Xi Li, Jingdong Wang, Yueting Zhuang

1707.07256

Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models

Rinon Gal, Moab Arar, Yuval Atzmon, Amit H. Bermano, Gal Chechik, Daniel Cohen-Or

2302.12228

Videos as Space-Time Region Graphs

Xiaolong Wang, Abhinav Gupta

1806.01810

Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents

Wenlong Huang, Pieter Abbeel, Deepak Pathak, Igor Mordatch

2201.07207

Adversarial Examples Detection in Deep Networks with Convolutional Filter Statistics

Xin Li, Fuxin Li

1612.07767

CLIPascene: Scene Sketching with Different Types and Levels of Abstraction

Yael Vinker, Yuval Alaluf, Daniel Cohen-Or, Ariel Shamir

2211.17256

Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning

William Lotter, Gabriel Kreiman, David Cox

1605.08104

DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection

Wanli Ouyang, Xiaogang Wang, Xingyu Zeng, Shi Qiu, Ping Luo, Yonglong Tian, Hongsheng Li, Shuo Yang, Zhe Wang, Chen-Change Loy, Xiaoou Tang

1412.5661

Adversarial Latent Autoencoders

Stanislav Pidhorskyi, Donald Adjeroh, Gianfranco Doretto

2004.04467

AID: Adapting Image2Video Diffusion Models for Instruction-guided Video Prediction

Zhen Xing, Qi Dai, Zejia Weng, Zuxuan Wu, Yu-Gang Jiang

2406.06465

Wide Activation for Efficient and Accurate Image Super-Resolution

Jiahui Yu, Yuchen Fan, Jianchao Yang, Ning Xu, Zhaowen Wang, Xinchao Wang, Thomas Huang

1808.08718

Intriguing Properties of Contrastive Losses

Ting Chen, Calvin Luo, Lala Li

2011.02803

X3D: Expanding Architectures for Efficient Video Recognition

Christoph Feichtenhofer

2004.04730

FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search

Bichen Wu, Xiaoliang Dai, Peizhao Zhang, Yanghan Wang, Fei Sun, Yiming Wu, Yuandong Tian, Peter Vajda, Yangqing Jia, Kurt Keutzer

1812.03443

RoboTAP: Tracking Arbitrary Points for Few-Shot Visual Imitation

Mel Vecerik, Carl Doersch, Yi Yang, Todor Davchev, Yusuf Aytar, Guangyao Zhou, Raia Hadsell, Lourdes Agapito, Jon Scholz

2308.15975

Interpretable Intuitive Physics Model

Tian Ye, Xiaolong Wang, James Davidson, Abhinav Gupta

1808.10002

A Survey of Quantization Methods for Efficient Neural Network Inference

Amir Gholami, Sehoon Kim, Zhen Dong, Zhewei Yao, Michael W. Mahoney, Kurt Keutzer

2103.13630

PoseCNN: A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes

Yu Xiang, Tanner Schmidt, Venkatraman Narayanan, Dieter Fox

1711.00199

Diffusion Models in Low-Level Vision: A Survey

Chunming He, Yuqi Shen, Chengyu Fang, Fengyang Xiao, Longxiang Tang, Yulun Zhang, Wangmeng Zuo, Zhenhua Guo, Xiu Li

2406.11138

Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization

Bruno Korbar, Du Tran, Lorenzo Torresani

1807.00230

Pluralistic Image Completion

Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai

1903.04227

EVA-CLIP: Improved Training Techniques for CLIP at Scale

Quan Sun, Yuxin Fang, Ledell Wu, Xinlong Wang, Yue Cao

2303.15389

Attention to Scale: Scale-aware Semantic Image Segmentation

Liang-Chieh Chen, Yi Yang, Jiang Wang, Wei Xu, Alan L. Yuille

1511.03339

Self-Supervised Pretraining of 3D Features on any Point-Cloud

Zaiwei Zhang, Rohit Girdhar, Armand Joulin, Ishan Misra

2101.02691

Playing for Benchmarks

Stephan R. Richter, Zeeshan Hayder, Vladlen Koltun

1709.07322

MAGVIT: Masked Generative Video Transformer

Lijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang

2212.05199

Towards Accurate One-Stage Object Detection with AP-Loss

Kean Chen, Jianguo Li, Weiyao Lin, John See, Ji Wang, Lingyu Duan, Zhibo Chen, Changwei He, Junni Zou

1904.06373

SdAE: Self-distillated Masked Autoencoder

Yabo Chen, Yuchen Liu, Dongsheng Jiang, Xiaopeng Zhang, Wenrui Dai, Hongkai Xiong, Qi Tian

2208.00449

Objaverse-XL: A Universe of 10M+ 3D Objects

Matt Deitke, Ruoshi Liu, Matthew Wallingford, Huong Ngo, Oscar Michel, Aditya Kusupati, Alan Fan, Christian Laforte, Vikram Voleti, Samir Yitzhak Gadre, Eli VanderBilt, Aniruddha Kembhavi, Carl Vondrick, Georgia Gkioxari, Kiana Ehsani, Ludwig Schmidt, Ali Farhadi

2307.05663

Causal Attention for Vision-Language Tasks

Xu Yang, Hanwang Zhang, Guojun Qi, Jianfei Cai

2103.03493

Hierarchical Neural Architecture Search for Deep Stereo Matching

Xuelian Cheng, Yiran Zhong, Mehrtash Harandi, Yuchao Dai, Xiaojun Chang, Tom Drummond, Hongdong Li, Zongyuan Ge

2010.13501

Learning Energy-based Spatial-Temporal Generative ConvNets for Dynamic Patterns

Jianwen Xie, Song-Chun Zhu, Ying Nian Wu

1909.11975

Stacked Deconvolutional Network for Semantic Segmentation

Jun Fu, Jing Liu, Yuhang Wang, Hanqing Lu

1708.04943

Learning Video Representations from Large Language Models

Yue Zhao, Ishan Misra, Philipp Krähenbühl, Rohit Girdhar

2212.04501

Click Carving: Segmenting Objects in Video with Point Clicks

Suyog Dutt Jain, Kristen Grauman

1607.01115

GDRNPP: A Geometry-guided and Fully Learning-based Object Pose Estimator

Xingyu Liu, Ruida Zhang, Chenyangguang Zhang, Gu Wang, Jiwen Tang, Zhigang Li, Xiangyang Ji

2102.12145

Object Detection Networks on Convolutional Feature Maps

Shaoqing Ren, Kaiming He, Ross Girshick, Xiangyu Zhang, Jian Sun

1504.06066

Paint by Example: Exemplar-based Image Editing with Diffusion Models

Binxin Yang, Shuyang Gu, Bo Zhang, Ting Zhang, Xuejin Chen, Xiaoyan Sun, Dong Chen, Fang Wen

2211.13227

InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Bin Wang, Linke Ouyang, Songyang Zhang, Haodong Duan, Wenwei Zhang, Yining Li, Hang Yan, Yang Gao, Zhe Chen, Xinyue Zhang, Wei Li, Jingwen Li, Wenhai Wang, Kai Chen, Conghui He, Xingcheng Zhang, Jifeng Dai, Yu Qiao, Dahua Lin, Jiaqi Wang

2404.06512

SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint Estimation

Zechen Liu, Zizhang Wu, Roland Tóth

2002.10111

Understanding Diffusion Models: A Unified Perspective

Calvin Luo

2208.11970

Deep Video Inpainting

Dahun Kim, Sanghyun Woo, Joon-Young Lee, In So Kweon

1905.01639

DriveGAN: Towards a Controllable High-Quality Neural Simulation

Seung Wook Kim, Jonah Philion, Antonio Torralba, Sanja Fidler

2104.15060

EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video

Guangnan Ye, Yitong Li, Hongliang Xu, Dong Liu, Shih-Fu Chang

1506.02328

From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces

Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova

2306.00245

Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation

Yuval Kirstain, Adam Polyak, Uriel Singer, Shahbuland Matiana, Joe Penna, Omer Levy

2305.01569

LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation

Leigang Qu, Shengqiong Wu, Hao Fei, Liqiang Nie, Tat-Seng Chua

2308.05095

PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers

Xumin Yu, Yongming Rao, Ziyi Wang, Zuyan Liu, Jiwen Lu, Jie Zhou

2108.08839

ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding

Yibo Yang, Hongyang Li, Shan You, Fei Wang, Chen Qian, Zhouchen Lin

2010.06176

Walk and Learn: Facial Attribute Representation Learning from Egocentric Video and Contextual Data

Jing Wang, Yu Cheng, Rogerio Schmidt Feris

1604.06433

Neural Task Graphs: Generalizing to Unseen Tasks from a Single Video Demonstration

De-An Huang, Suraj Nair, Danfei Xu, Yuke Zhu, Animesh Garg, Li Fei-Fei, Silvio Savarese, Juan Carlos Niebles

1807.03480

TransformerFusion: Monocular RGB Scene Reconstruction using Transformers

Aljaž Božič, Pablo Palafox, Justus Thies, Angela Dai, Matthias Nießner

2107.02191

Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters

Kaifeng Bi, Changping Hu, Lingxi Xie, Xin Chen, Longhui Wei, Qi Tian

1910.11831

An empirical study on evaluation metrics of generative adversarial networks

Qiantong Xu, Gao Huang, Yang Yuan, Chuan Guo, Yu Sun, Felix Wu, Kilian Weinberger

1806.07755

Probabilistic two-stage detection

Xingyi Zhou, Vladlen Koltun, Philipp Krähenbühl

2103.07461

Improved Baselines with Momentum Contrastive Learning

Xinlei Chen, Haoqi Fan, Ross Girshick, Kaiming He

2003.04297

Triple Generative Adversarial Nets

Chongxuan Li, Kun Xu, Jun Zhu, Bo Zhang

1703.02291

CARS: Continuous Evolution for Efficient Neural Architecture Search

Zhaohui Yang, Yunhe Wang, Xinghao Chen, Boxin Shi, Chao Xu, Chunjing Xu, Qi Tian, Chang Xu

1909.04977

Solving Rubik's Cube with a Robot Hand

OpenAI, Ilge Akkaya, Marcin Andrychowicz, Maciek Chociej, Mateusz Litwin, Bob McGrew, Arthur Petron, Alex Paino, Matthias Plappert, Glenn Powell, Raphael Ribas, Jonas Schneider, Nikolas Tezak, Jerry Tworek, Peter Welinder, Lilian Weng, Qiming Yuan, Wojciech Zaremba, Lei Zhang

1910.07113

Learning Deep Face Representation

Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin, Chinchilla Doudou

1403.2802

CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval

Zihao Wang, Xihui Liu, Hongsheng Li, Lu Sheng, Junjie Yan, Xiaogang Wang, Jing Shao

1909.05506

Detecting and Recognizing Human-Object Interactions

Georgia Gkioxari, Ross Girshick, Piotr Dollár, Kaiming He

1704.07333

Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows

Marco Rudolph, Bastian Wandt, Bodo Rosenhahn

2008.12577

Object Detectors Emerge in Deep Scene CNNs

Bolei Zhou, Aditya Khosla, Agata Lapedriza, Aude Oliva, Antonio Torralba

1412.6856

TIDEE: Tidying Up Novel Rooms using Visuo-Semantic Commonsense Priors

Gabriel Sarch, Zhaoyuan Fang, Adam W. Harley, Paul Schydlo, Michael J. Tarr, Saurabh Gupta, Katerina Fragkiadaki

2207.10761

Kernelized Covariance for Action Recognition

Jacopo Cavazza, Andrea Zunino, Marco San Biagio, Vittorio Murino

1604.06582

Matten: Video Generation with Mamba-Attention

Yu Gao, Jiancheng Huang, Xiaopeng Sun, Zequn Jie, Yujie Zhong, Lin Ma

2405.03025

Deep neural networks are robust to weight binarization and other non-linear distortions

Paul Merolla, Rathinakumar Appuswamy, John Arthur, Steve K. Esser, Dharmendra Modha

1606.01981

JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds

Lin Zhao, Wenbing Tao

1912.09654

TEMOS: Generating diverse human motions from textual descriptions

Mathis Petrovich, Michael J. Black, Gül Varol

2204.14109

Relation-Aware Graph Attention Network for Visual Question Answering

Linjie Li, Zhe Gan, Yu Cheng, Jingjing Liu

1903.12314

Learning Canonical Shape Space for Category-Level 6D Object Pose and Size Estimation

Dengsheng Chen, Jun Li, Zheng Wang, Kai Xu

2001.09322

SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation

Thuan Hoang Nguyen, Anh Tran

2312.05239

Cross Modal Distillation for Supervision Transfer

Saurabh Gupta, Judy Hoffman, Jitendra Malik

1507.00448

Structured Feature Learning for Pose Estimation

Xiao Chu, Wanli Ouyang, Hongsheng Li, Xiaogang Wang

1603.09065

Do Convnets Learn Correspondence?

Jonathan Long, Ning Zhang, Trevor Darrell

1411.1091

Image as Set of Points

Xu Ma, Yuqian Zhou, Huan Wang, Can Qin, Bin Sun, Chang Liu, Yun Fu

2303.01494

Aligning Large Multimodal Models with Factually Augmented RLHF

Zhiqing Sun, Sheng Shen, Shengcao Cao, Haotian Liu, Chunyuan Li, Yikang Shen, Chuang Gan, Liang-Yan Gui, Yu-Xiong Wang, Yiming Yang, Kurt Keutzer, Trevor Darrell

2309.14525

Random Erasing Data Augmentation

Zhun Zhong, Liang Zheng, Guoliang Kang, Shaozi Li, Yi Yang

1708.04896

NASA: Neural Articulated Shape Approximation

Boyang Deng, JP Lewis, Timothy Jeruzalski, Gerard Pons-Moll, Geoffrey Hinton, Mohammad Norouzi, Andrea Tagliasacchi

1912.03207

Segment Anything in High Quality

Lei Ke, Mingqiao Ye, Martin Danelljan, Yifan Liu, Yu-Wing Tai, Chi-Keung Tang, Fisher Yu

2306.01567

Steps Towards a Theory of Visual Information: Active Perception, Signal-to-Symbol Conversion and the Interplay Between Sensing and Control

Stefano Soatto

1110.2053

MVSTER: Epipolar Transformer for Efficient Multi-View Stereo

Xiaofeng Wang, Zheng Zhu, Fangbo Qin, Yun Ye, Guan Huang, Xu Chi, Yijia He, Xingang Wang

2204.07346

Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect

Xiang Wei, Boqing Gong, Zixia Liu, Wei Lu, Liqiang Wang

1803.01541

DeepMVS: Learning Multi-view Stereopsis

Po-Han Huang, Kevin Matzen, Johannes Kopf, Narendra Ahuja, Jia-Bin Huang

1804.00650

Deep Learning for 3D Point Clouds: A Survey

Yulan Guo, Hanyun Wang, Qingyong Hu, Hao Liu, Li Liu, Mohammed Bennamoun

1912.12033

Prioritized Training on Points that are Learnable, Worth Learning, and Not Yet Learnt

Sören Mindermann, Jan Brauner, Muhammed Razzak, Mrinank Sharma, Andreas Kirsch, Winnie Xu, Benedikt Höltgen, Aidan N. Gomez, Adrien Morisot, Sebastian Farquhar, Yarin Gal

2206.07137

Human-In-The-Loop Person Re-Identification

Hanxiao Wang, Shaogang Gong, Xiatian Zhu, Tao Xiang

1612.01345

mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding

Anwen Hu, Haiyang Xu, Jiabo Ye, Ming Yan, Liang Zhang, Bo Zhang, Chen Li, Ji Zhang, Qin Jin, Fei Huang, Jingren Zhou

2403.12895

ImageNet-21K Pretraining for the Masses

Tal Ridnik, Emanuel Ben-Baruch, Asaf Noy, Lihi Zelnik-Manor

2104.10972

MineGAN: effective knowledge transfer from GANs to target domains with few images

Yaxing Wang, Abel Gonzalez-Garcia, David Berga, Luis Herranz, Fahad Shahbaz Khan, Joost van de Weijer

1912.05270

Single-Stage Keypoint-Based Category-Level Object Pose Estimation from an RGB Image

Yunzhi Lin, Jonathan Tremblay, Stephen Tyree, Patricio A. Vela, Stan Birchfield

2109.06161

Universal Style Transfer via Feature Transforms

Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, Ming-Hsuan Yang

1705.08086

Objaverse: A Universe of Annotated 3D Objects

Matt Deitke, Dustin Schwenk, Jordi Salvador, Luca Weihs, Oscar Michel, Eli VanderBilt, Ludwig Schmidt, Kiana Ehsani, Aniruddha Kembhavi, Ali Farhadi

2212.08051

AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling

Jun Zhan, Junqi Dai, Jiasheng Ye, Yunhua Zhou, Dong Zhang, Zhigeng Liu, Xin Zhang, Ruibin Yuan, Ge Zhang, Linyang Li, Hang Yan, Jie Fu, Tao Gui, Tianxiang Sun, Yu-Gang Jiang, Xipeng Qiu

2402.12226

GridMask Data Augmentation

Pengguang Chen, Shu Liu, Hengshuang Zhao, Xingquan Wang, Jiaya Jia

2001.04086

Deep Metric Learning via Lifted Structured Feature Embedding

Hyun Oh Song, Yu Xiang, Stefanie Jegelka, Silvio Savarese

1511.06452

Ranking Neural Checkpoints

Yandong Li, Xuhui Jia, Ruoxin Sang, Yukun Zhu, Bradley Green, Liqiang Wang, Boqing Gong

2011.11200

PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection

Shaoshuai Shi, Chaoxu Guo, Li Jiang, Zhe Wang, Jianping Shi, Xiaogang Wang, Hongsheng Li

1912.13192

APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking

Yuxiang Yang, Junjie Yang, Yufei Xu, Jing Zhang, Long Lan, Dacheng Tao

2206.05683

MegaDepth: Learning Single-View Depth Prediction from Internet Photos

Zhengqi Li, Noah Snavely

1804.00607

RepPoints: Point Set Representation for Object Detection

Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Stephen Lin

1904.11490

Learning Models for Actions and Person-Object Interactions with Transfer to Question Answering

Arun Mallya, Svetlana Lazebnik

1604.04808

Building with Drones: Accurate 3D Facade Reconstruction using MAVs

Shreyansh Daftry, Christof Hoppe, Horst Bischof

1502.07019

LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds

Minghua Liu, Yin Zhou, Charles R. Qi, Boqing Gong, Hao Su, Dragomir Anguelov

2210.08064

LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR Perception

Dongqiangzi Ye, Zixiang Zhou, Weijia Chen, Yufei Xie, Yu Wang, Panqu Wang, Hassan Foroosh

2209.09385

Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Weixi Feng, Xuehai He, Tsu-Jui Fu, Varun Jampani, Arjun Akula, Pradyumna Narayana, Sugato Basu, Xin Eric Wang, William Yang Wang

2212.05032

Benchmarking Bayesian Deep Learning on Diabetic Retinopathy Detection Tasks

Neil Band, Tim G. J. Rudner, Qixuan Feng, Angelos Filos, Zachary Nado, Michael W. Dusenberry, Ghassen Jerfel, Dustin Tran, Yarin Gal

2211.12717

RAFT: Recurrent All-Pairs Field Transforms for Optical Flow

Zachary Teed, Jia Deng

2003.12039

Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning

Ruqi Zhang, Chunyuan Li, Jianyi Zhang, Changyou Chen, Andrew Gordon Wilson

1902.03932

We don't need no bounding-boxes: Training object class detectors using only human verification

Dim P. Papadopoulos, Jasper R. R. Uijlings, Frank Keller, Vittorio Ferrari

1602.08405

Invertibility and Robustness of Phaseless Reconstruction

Radu Balan, Yang Wang

1308.4718

Fast as CHITA: Neural Network Pruning with Combinatorial Optimization

Riade Benbaki, Wenyu Chen, Xiang Meng, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder

2302.14623

SinDiffusion: Learning a Diffusion Model from a Single Natural Image

Weilun Wang, Jianmin Bao, Wengang Zhou, Dongdong Chen, Dong Chen, Lu Yuan, Houqiang Li

2211.12445

EVA-02: A Visual Representation for Neon Genesis

Yuxin Fang, Quan Sun, Xinggang Wang, Tiejun Huang, Xinlong Wang, Yue Cao

2303.11331

Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models

Reka Team, Aitor Ormazabal, Che Zheng, Cyprien de Masson d'Autume, Dani Yogatama, Deyu Fu, Donovan Ong, Eric Chen, Eugenie Lamprecht, Hai Pham, Isaac Ong, Kaloyan Aleksiev, Lei Li, Matthew Henderson, Max Bain, Mikel Artetxe, Nishant Relan, Piotr Padlewski, Qi Liu, Ren Chen, Samuel Phua, Yazheng Yang, Yi Tay, Yuqi Wang, Zhongkai Zhu, Zhihui Xie

2404.12387

Multi-Scale Positive Sample Refinement for Few-Shot Object Detection

Jiaxi Wu, Songtao Liu, Di Huang, Yunhong Wang

2007.09384

From ImageNet to Image Classification: Contextualizing Progress on Benchmarks

Dimitris Tsipras, Shibani Santurkar, Logan Engstrom, Andrew Ilyas, Aleksander Madry

2005.11295

Improving the Transferability of Adversarial Samples by Path-Augmented Method

Jianping Zhang, Jen-tse Huang, Wenxuan Wang, Yichen Li, Weibin Wu, Xiaosen Wang, Yuxin Su, Michael R. Lyu

2303.15735

2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds

Xu Yan, Jiantao Gao, Chaoda Zheng, Chao Zheng, Ruimao Zhang, Shenghui Cui, Zhen Li

2207.04397

Subject-driven Text-to-Image Generation via Apprenticeship Learning

Wenhu Chen, Hexiang Hu, Yandong Li, Nataniel Ruiz, Xuhui Jia, Ming-Wei Chang, William W. Cohen

2304.00186

Gen-L-Video: Multi-Text to Long Video Generation via Temporal Co-Denoising

Fu-Yun Wang, Wenshuo Chen, Guanglu Song, Han-Jia Ye, Yu Liu, Hongsheng Li

2305.18264

A Metric Learning Reality Check

Kevin Musgrave, Serge Belongie, Ser-Nam Lim

2003.08505

HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation

Jiefeng Li, Chao Xu, Zhicun Chen, Siyuan Bian, Lixin Yang, Cewu Lu

2011.14672

A Joint Sequence Fusion Model for Video Question Answering and Retrieval

Youngjae Yu, Jongseok Kim, Gunhee Kim

1808.02559

LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks

Dongqing Zhang, Jiaolong Yang, Dongqiangzi Ye, Gang Hua

1807.10029

Beyond Bilinear: Generalized Multimodal Factorized High-order Pooling for Visual Question Answering

Zhou Yu, Jun Yu, Chenchao Xiang, Jianping Fan, Dacheng Tao

1708.03619

Habitat-Matterport 3D Dataset (HM3D): 1000 Large-scale 3D Environments for Embodied AI

Santhosh K. Ramakrishnan, Aaron Gokaslan, Erik Wijmans, Oleksandr Maksymets, Alex Clegg, John Turner, Eric Undersander, Wojciech Galuba, Andrew Westbury, Angel X. Chang, Manolis Savva, Yili Zhao, Dhruv Batra

2109.08238

Deeply supervised salient object detection with short connections

Qibin Hou, Ming-Ming Cheng, Xiao-Wei Hu, Ali Borji, Zhuowen Tu, Philip Torr

1611.04849

Benchmarking Neural Network Robustness to Common Corruptions and Surface Variations

Dan Hendrycks, Thomas G. Dietterich

1807.01697

Small Language Model Meets with Reinforced Vision Vocabulary

Haoran Wei, Lingyu Kong, Jinyue Chen, Liang Zhao, Zheng Ge, En Yu, Jianjian Sun, Chunrui Han, Xiangyu Zhang

2401.12503

Simultaneous Edge Alignment and Learning

Zhiding Yu, Weiyang Liu, Yang Zou, Chen Feng, Srikumar Ramalingam, B. V. K. Vijaya Kumar, Jan Kautz

1808.01992

Evidence for Hypodescent in Visual Semantic AI

Robert Wolfe, Mahzarin R. Banaji, Aylin Caliskan

2205.10764

HANA: A HAndwritten NAme Database for Offline Handwritten Text Recognition

Christian M. Dahl, Torben Johansen, Emil N. Sørensen, Simon Wittrock

2101.10862

PixelNet: Representation of the pixels, by the pixels, and for the pixels

Aayush Bansal, Xinlei Chen, Bryan Russell, Abhinav Gupta, Deva Ramanan

1702.06506

High-Fidelity Clothed Avatar Reconstruction from a Single Image

Tingting Liao, Xiaomei Zhang, Yuliang Xiu, Hongwei Yi, Xudong Liu, Guo-Jun Qi, Yong Zhang, Xuan Wang, Xiangyu Zhu, Zhen Lei

2304.03903

Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition

Xiaosong Wang, Le Lu, Hoo-chang Shin, Lauren Kim, Mohammadhadi Bagheri, Isabella Nogues, Jianhua Yao, Ronald M. Summers

1701.06599

FusionNet: 3D Object Classification Using Multiple Data Representations

Vishakh Hegde, Reza Zadeh

1607.05695

Data-Free Quantization Through Weight Equalization and Bias Correction

Markus Nagel, Mart van Baalen, Tijmen Blankevoort, Max Welling

1906.04721

OmniMAE: Single Model Masked Pretraining on Images and Videos

Rohit Girdhar, Alaaeldin El-Nouby, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra

2206.08356

MovieQA: Understanding Stories in Movies through Question-Answering

Makarand Tapaswi, Yukun Zhu, Rainer Stiefelhagen, Antonio Torralba, Raquel Urtasun, Sanja Fidler

1512.02902

VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

Zhan Tong, Yibing Song, Jue Wang, Limin Wang

2203.12602

TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models

Zhongwei Zhang, Fuchen Long, Yingwei Pan, Zhaofan Qiu, Ting Yao, Yang Cao, Tao Mei

2403.17005

UniBrain: Unify Image Reconstruction and Captioning All in One Diffusion Model from Human Brain Activity

Weijian Mai, Zhijun Zhang

2308.07428

Gaussian Mixture Generative Adversarial Networks for Diverse Datasets, and the Unsupervised Clustering of Images

Matan Ben-Yosef, Daphna Weinshall

1808.10356

Novel View Synthesis with Diffusion Models

Daniel Watson, William Chan, Ricardo Martin-Brualla, Jonathan Ho, Andrea Tagliasacchi, Mohammad Norouzi

2210.04628

Progressively Normalized Self-Attention Network for Video Polyp Segmentation

Ge-Peng Ji, Yu-Cheng Chou, Deng-Ping Fan, Geng Chen, Huazhu Fu, Debesh Jha, Ling Shao

2105.08468

Learnable Pooling Regions for Image Classification

Mateusz Malinowski, Mario Fritz

1301.3516

Toward Convolutional Blind Denoising of Real Photographs

Shi Guo, Zifei Yan, Kai Zhang, Wangmeng Zuo, Lei Zhang

1807.04686

Convolutional Bypasses Are Better Vision Transformer Adapters

Shibo Jie, Zhi-Hong Deng

2207.07039

CNN-RNN: A Unified Framework for Multi-label Image Classification

Jiang Wang, Yi Yang, Junhua Mao, Zhiheng Huang, Chang Huang, Wei Xu

1604.04573

Noise Estimation for Generative Diffusion Models

Robin San-Roman, Eliya Nachmani, Lior Wolf

2104.02600

Feature Selective Anchor-Free Module for Single-Shot Object Detection

Chenchen Zhu, Yihui He, Marios Savvides

1903.00621

A Generative Restricted Boltzmann Machine Based Method for High-Dimensional Motion Data Modeling

Siqi Nie, Ziheng Wang, Qiang Ji

1710.07831

A Simple Baseline for Bayesian Uncertainty in Deep Learning

Wesley Maddox, Timur Garipov, Pavel Izmailov, Dmitry Vetrov, Andrew Gordon Wilson

1902.02476

3D Bounding Box Estimation Using Deep Learning and Geometry

Arsalan Mousavian, Dragomir Anguelov, John Flynn, Jana Kosecka

1612.00496

Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Ziyu Guo, Renrui Zhang, Xiangyang Zhu, Yiwen Tang, Xianzheng Ma, Jiaming Han, Kexin Chen, Peng Gao, Xianzhi Li, Hongsheng Li, Pheng-Ann Heng

2309.00615

Denoising Diffusion Implicit Models

Jiaming Song, Chenlin Meng, Stefano Ermon

2010.02502

ROAM: Robust and Object-Aware Motion Generation Using Neural Pose Descriptors

Wanyue Zhang, Rishabh Dabral, Thomas Leimkühler, Vladislav Golyanik, Marc Habermann, Christian Theobalt

2308.12969

U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation

Jun Ma, Feifei Li, Bo Wang

2401.04722

A Transductive Approach for Video Object Segmentation

Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin

2004.07193

Deep Marching Tetrahedra: a Hybrid Representation for High-Resolution 3D Shape Synthesis

Tianchang Shen, Jun Gao, Kangxue Yin, Ming-Yu Liu, Sanja Fidler

2111.04276

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

Renrui Zhang, Dongzhi Jiang, Yichi Zhang, Haokun Lin, Ziyu Guo, Pengshuo Qiu, Aojun Zhou, Pan Lu, Kai-Wei Chang, Peng Gao, Hongsheng Li

2403.14624

Dual Graph Convolutional Network for Semantic Segmentation

Li Zhang, Xiangtai Li, Anurag Arnab, Kuiyuan Yang, Yunhai Tong, Philip H. S. Torr

1909.06121

Residual Networks of Residual Networks: Multilevel Residual Networks

Ke Zhang, Miao Sun, Tony X. Han, Xingfang Yuan, Liru Guo, Tao Liu

1608.02908

Pix2Pose: Pixel-Wise Coordinate Regression of Objects for 6D Pose Estimation

Kiru Park, Timothy Patten, Markus Vincze

1908.07433

UniDexGrasp++: Improving Dexterous Grasping Policy Learning via Geometry-aware Curriculum and Iterative Generalist-Specialist Learning

Weikang Wan, Haoran Geng, Yun Liu, Zikang Shan, Yaodong Yang, Li Yi, He Wang

2304.00464

TransTrack: Multiple Object Tracking with Transformer

Peize Sun, Jinkun Cao, Yi Jiang, Rufeng Zhang, Enze Xie, Zehuan Yuan, Changhu Wang, Ping Luo

2012.15460

AdaViT: Adaptive Tokens for Efficient Vision Transformer

Hongxu Yin, Arash Vahdat, Jose Alvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov

2112.07658

No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling

Xin Wang, Wenhu Chen, Yuan-Fang Wang, William Yang Wang

1804.09160

Understanding Deep Convolutional Networks

Stéphane Mallat

1601.04920

Detection Transformer with Stable Matching

Shilong Liu, Tianhe Ren, Jiayu Chen, Zhaoyang Zeng, Hao Zhang, Feng Li, Hongyang Li, Jun Huang, Hang Su, Jun Zhu, Lei Zhang

2304.04742

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers

Lei Ke, Yu-Wing Tai, Chi-Keung Tang

2103.12340

UnitBox: An Advanced Object Detection Network

Jiahui Yu, Yuning Jiang, Zhangyang Wang, Zhimin Cao, Thomas Huang

1608.01471

Learning Correspondence from the Cycle-Consistency of Time

Xiaolong Wang, Allan Jabri, Alexei A. Efros

1903.07593

ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models

Chunyuan Li, Haotian Liu, Liunian Harold Li, Pengchuan Zhang, Jyoti Aneja, Jianwei Yang, Ping Jin, Houdong Hu, Zicheng Liu, Yong Jae Lee, Jianfeng Gao

2204.08790

CPPF: Towards Robust Category-Level 9D Pose Estimation in the Wild

Yang You, Ruoxi Shi, Weiming Wang, Cewu Lu

2203.03089

Learning Depth with Convolutional Spatial Propagation Network

Xinjing Cheng, Peng Wang, Ruigang Yang

1810.02695

FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

Shihua Huang, Zhichao Lu, Ran Cheng, Cheng He

2108.07058

DSOD: Learning Deeply Supervised Object Detectors from Scratch

Zhiqiang Shen, Zhuang Liu, Jianguo Li, Yu-Gang Jiang, Yurong Chen, Xiangyang Xue

1708.01241

Coordinate Attention for Efficient Mobile Network Design

Qibin Hou, Daquan Zhou, Jiashi Feng

2103.02907

Chasing Sparsity in Vision Transformers: An End-to-End Exploration

Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang

2106.04533

PointRend: Image Segmentation as Rendering

Alexander Kirillov, Yuxin Wu, Kaiming He, Ross Girshick

1912.08193

Unsupervised Discovery of Object Landmarks as Structural Representations

Yuting Zhang, Yijie Guo, Yixin Jin, Yijun Luo, Zhiyuan He, Honglak Lee

1804.04412

Exploring Nearest Neighbor Approaches for Image Captioning

Jacob Devlin, Saurabh Gupta, Ross Girshick, Margaret Mitchell, C. Lawrence Zitnick

1505.04467

Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust

Yuxin Wen, John Kirchenbauer, Jonas Geiping, Tom Goldstein

2305.20030

StarGAN v2: Diverse Image Synthesis for Multiple Domains

Yunjey Choi, Youngjung Uh, Jaejun Yoo, Jung-Woo Ha

1912.01865

AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients

Juntang Zhuang, Tommy Tang, Yifan Ding, Sekhar Tatikonda, Nicha Dvornek, Xenophon Papademetris, James S. Duncan

2010.07468

Dataset Condensation with Distribution Matching

Bo Zhao, Hakan Bilen

2110.04181

Using Descriptive Video Services to Create a Large Data Source for Video Annotation Research

Atousa Torabi, Christopher Pal, Hugo Larochelle, Aaron Courville

1503.01070

Last-Mile Embodied Visual Navigation

Justin Wasserman, Karmesh Yadav, Girish Chowdhary, Abhinav Gupta, Unnat Jain

2211.11746

Learning multiple visual domains with residual adapters

Sylvestre-Alvise Rebuffi, Hakan Bilen, Andrea Vedaldi

1705.08045

WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model

Zongjian Li, Bin Lin, Yang Ye, Liuhan Chen, Xinhua Cheng, Shenghai Yuan, Li Yuan

2411.17459

Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases

Senthil Purushwalkam, Abhinav Gupta

2007.13916

Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association

Dapeng Chen, Hongsheng Li, Xihui Liu, Yantao Shen, Zejian Yuan, Xiaogang Wang

1808.01571

A Morphable Face Albedo Model

William A. P. Smith, Alassane Seck, Hannah Dee, Bernard Tiddeman, Joshua Tenenbaum, Bernhard Egger

2004.02711

Guiding Long-Short Term Memory for Image Caption Generation

Xu Jia, Efstratios Gavves, Basura Fernando, Tinne Tuytelaars

1509.04942

Fast Convergence of DETR with Spatially Modulated Co-Attention

Peng Gao, Minghang Zheng, Xiaogang Wang, Jifeng Dai, Hongsheng Li

2101.07448

CTVIS: Consistent Training for Online Video Instance Segmentation

Kaining Ying, Qing Zhong, Weian Mao, Zhenhua Wang, Hao Chen, Lin Yuanbo Wu, Yifan Liu, Chengxiang Fan, Yunzhi Zhuge, Chunhua Shen

2307.12616

Pseudo-LiDAR++: Accurate Depth for 3D Object Detection in Autonomous Driving

Yurong You, Yan Wang, Wei-Lun Chao, Divyansh Garg, Geoff Pleiss, Bharath Hariharan, Mark Campbell, Kilian Q. Weinberger

1906.06310

Generating Natural Adversarial Examples

Zhengli Zhao, Dheeru Dua, Sameer Singh

1710.11342

Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose

Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis, Kostas Daniilidis

1611.07828

Frozen CLIP Models are Efficient Video Learners

Ziyi Lin, Shijie Geng, Renrui Zhang, Peng Gao, Gerard de Melo, Xiaogang Wang, Jifeng Dai, Yu Qiao, Hongsheng Li

2208.03550

Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency

Liqian Ma, Xu Jia, Stamatios Georgoulis, Tinne Tuytelaars, Luc Van Gool

1805.11145

RoarNet: A Robust 3D Object Detection based on RegiOn Approximation Refinement

Kiwoo Shin, Youngwook Paul Kwon, Masayoshi Tomizuka

1811.03818

Spatio-temporal video autoencoder with differentiable memory

Viorica Patraucean, Ankur Handa, Roberto Cipolla

1511.06309

QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization

Xiuying Wei, Ruihao Gong, Yuhang Li, Xianglong Liu, Fengwei Yu

2203.05740

Training Binary Neural Networks with Real-to-Binary Convolutions

Brais Martinez, Jing Yang, Adrian Bulat, Georgios Tzimiropoulos

2003.11535

IQA: Visual Question Answering in Interactive Environments

Daniel Gordon, Aniruddha Kembhavi, Mohammad Rastegari, Joseph Redmon, Dieter Fox, Ali Farhadi

1712.03316

HiDDeN: Hiding Data With Deep Networks

Jiren Zhu, Russell Kaplan, Justin Johnson, Li Fei-Fei

1807.09937

What is Holding Back Convnets for Detection?

Bojan Pepik, Rodrigo Benenson, Tobias Ritschel, Bernt Schiele

1508.02844

Joint Discriminative and Generative Learning for Person Re-identification

Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz

1904.07223

Assessing Shape Bias Property of Convolutional Neural Networks

Hossein Hosseini, Baicen Xiao, Mayoore Jaiswal, Radha Poovendran

1803.07739

Visual Reinforcement Learning with Imagined Goals

Ashvin Nair, Vitchyr Pong, Murtaza Dalal, Shikhar Bahl, Steven Lin, Sergey Levine

1807.04742

GenDexGrasp: Generalizable Dexterous Grasping

Puhao Li, Tengyu Liu, Yuyang Li, Yiran Geng, Yixin Zhu, Yaodong Yang, Siyuan Huang

2210.00722

Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set

Yu Deng, Jiaolong Yang, Sicheng Xu, Dong Chen, Yunde Jia, Xin Tong

1903.08527

Fake it till you make it: Learning transferable representations from synthetic ImageNet clones

Mert Bulent Sariyildiz, Karteek Alahari, Diane Larlus, Yannis Kalantidis

2212.08420

EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

Hansheng Chen, Wei Tian, Pichao Wang, Fan Wang, Lu Xiong, Hao Li

2303.12787

Playing hard exploration games by watching YouTube

Yusuf Aytar, Tobias Pfaff, David Budden, Tom Le Paine, Ziyu Wang, Nando de Freitas

1805.11592

Interpretable Counting for Visual Question Answering

Alexander Trott, Caiming Xiong, Richard Socher

1712.08697

Concealed Object Detection

Deng-Ping Fan, Ge-Peng Ji, Ming-Ming Cheng, Ling Shao

2102.10274

The MegaFace Benchmark: 1 Million Faces for Recognition at Scale

Ira Kemelmacher-Shlizerman, Steve Seitz, Daniel Miller, Evan Brossard

1512.00596

CogView3: Finer and Faster Text-to-Image Generation via Relay Diffusion

Wendi Zheng, Jiayan Teng, Zhuoyi Yang, Weihan Wang, Jidong Chen, Xiaotao Gu, Yuxiao Dong, Ming Ding, Jie Tang

2403.05121

NeRV: Neural Representations for Videos

Hao Chen, Bo He, Hanyu Wang, Yixuan Ren, Ser-Nam Lim, Abhinav Shrivastava

2110.13903

Real-time Action Recognition with Enhanced Motion Vector CNNs

Bowen Zhang, Limin Wang, Zhe Wang, Yu Qiao, Hanli Wang

1604.07669

BinaryConnect: Training Deep Neural Networks with binary weights during propagations

Matthieu Courbariaux, Yoshua Bengio, Jean-Pierre David

1511.00363

A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation

Alexander H. Liu, Yen-Cheng Liu, Yu-Ying Yeh, Yu-Chiang Frank Wang

1809.01361

General-purpose, long-context autoregressive modeling with Perceiver AR

Curtis Hawthorne, Andrew Jaegle, Cătălina Cangea, Sebastian Borgeaud, Charlie Nash, Mateusz Malinowski, Sander Dieleman, Oriol Vinyals, Matthew Botvinick, Ian Simon, Hannah Sheahan, Neil Zeghidour, Jean-Baptiste Alayrac, João Carreira, Jesse Engel

2202.07765

Compressing Deep Convolutional Networks using Vector Quantization

Yunchao Gong, Liu Liu, Ming Yang, Lubomir Bourdev

1412.6115

Scalable, High-Quality Object Detection

Christian Szegedy, Scott Reed, Dumitru Erhan, Dragomir Anguelov, Sergey Ioffe

1412.1441

ViNT: A Foundation Model for Visual Navigation

Dhruv Shah, Ajay Sridhar, Nitish Dashora, Kyle Stachowicz, Kevin Black, Noriaki Hirose, Sergey Levine

2306.14846

Self-Erasing Network for Integral Object Attention

Qibin Hou, Peng-Tao Jiang, Yunchao Wei, Ming-Ming Cheng

1810.09821

MasaCtrl: Tuning-Free Mutual Self-Attention Control for Consistent Image Synthesis and Editing

Mingdeng Cao, Xintao Wang, Zhongang Qi, Ying Shan, Xiaohu Qie, Yinqiang Zheng

2304.08465

Soft Anchor-Point Object Detection

Chenchen Zhu, Fangyi Chen, Zhiqiang Shen, Marios Savvides

1911.12448

MUREL: Multimodal Relational Reasoning for Visual Question Answering

Remi Cadene, Hedi Ben-younes, Matthieu Cord, Nicolas Thome

1902.09487

Recycle-GAN: Unsupervised Video Retargeting

Aayush Bansal, Shugao Ma, Deva Ramanan, Yaser Sheikh

1808.05174

Learning Video Representations using Contrastive Bidirectional Transformer

Chen Sun, Fabien Baradel, Kevin Murphy, Cordelia Schmid

1906.05743

Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis

Zanlin Ni, Yulin Wang, Renping Zhou, Jiayi Guo, Jinyi Hu, Zhiyuan Liu, Shiji Song, Yuan Yao, Gao Huang

2406.05478

Fine-Grained Semantically Aligned Vision-Language Pre-Training

Juncheng Li, Xin He, Longhui Wei, Long Qian, Linchao Zhu, Lingxi Xie, Yueting Zhuang, Qi Tian, Siliang Tang

2208.02515

Learning Multi-Domain Convolutional Neural Networks for Visual Tracking

Hyeonseob Nam, Bohyung Han

1510.07945

Hard Negative Mixing for Contrastive Learning

Yannis Kalantidis, Mert Bulent Sariyildiz, Noe Pion, Philippe Weinzaepfel, Diane Larlus

2010.01028

Interlaced Sparse Self-Attention for Semantic Segmentation

Lang Huang, Yuhui Yuan, Jianyuan Guo, Chao Zhang, Xilin Chen, Jingdong Wang

1907.12273

Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation

Yude Wang, Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen

2004.04581

RMT: Retentive Networks Meet Vision Transformers

Qihang Fan, Huaibo Huang, Mingrui Chen, Hongmin Liu, Ran He

2309.11523

Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-training

Weituo Hao, Chunyuan Li, Xiujun Li, Lawrence Carin, Jianfeng Gao

2002.10638

Shifted Diffusion for Text-to-image Generation

Yufan Zhou, Bingchen Liu, Yizhe Zhu, Xiao Yang, Changyou Chen, Jinhui Xu

2211.15388

Deformable Shape Completion with Graph Convolutional Autoencoders

Or Litany, Alex Bronstein, Michael Bronstein, Ameesh Makadia

1712.00268

Continual Learning with Deep Generative Replay

Hanul Shin, Jung Kwon Lee, Jaehong Kim, Jiwon Kim

1705.08690

Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual Learning

Zheda Mai, Ruiwen Li, Hyunwoo Kim, Scott Sanner

2103.13885

Video Frame Interpolation via Adaptive Convolution

Simon Niklaus, Long Mai, Feng Liu

1703.07514

End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection

Rui Qian, Divyansh Garg, Yan Wang, Yurong You, Serge Belongie, Bharath Hariharan, Mark Campbell, Kilian Q. Weinberger, Wei-Lun Chao

2004.03080

Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models

Jiarui Xu, Sifei Liu, Arash Vahdat, Wonmin Byeon, Xiaolong Wang, Shalini De Mello

2303.04803

Squared Earth Mover's Distance-based Loss for Training Deep Neural Networks

Le Hou, Chen-Ping Yu, Dimitris Samaras

1611.05916

End-to-End Semi-Supervised Object Detection with Soft Teacher

Mengde Xu, Zheng Zhang, Han Hu, Jianfeng Wang, Lijuan Wang, Fangyun Wei, Xiang Bai, Zicheng Liu

2106.09018

Do Explanations make VQA Models more Predictable to a Human?

Arjun Chandrasekaran, Viraj Prabhu, Deshraj Yadav, Prithvijit Chattopadhyay, Devi Parikh

1810.12366

LinkNet: Relational Embedding for Scene Graph

Sanghyun Woo, Dahun Kim, Donghyeon Cho, In So Kweon

1811.06410

Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality

Anuj Diwan, Layne Berry, Eunsol Choi, David Harwath, Kyle Mahowald

2211.00768

High-Fidelity GAN Inversion for Image Attribute Editing

Tengfei Wang, Yong Zhang, Yanbo Fan, Jue Wang, Qifeng Chen

2109.06590

HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training

Qinghao Ye, Guohai Xu, Ming Yan, Haiyang Xu, Qi Qian, Ji Zhang, Fei Huang

2212.14546

VideoGPT: Video Generation using VQ-VAE and Transformers

Wilson Yan, Yunzhi Zhang, Pieter Abbeel, Aravind Srinivas

2104.10157

Learning Spatial Fusion for Single-Shot Object Detection

Songtao Liu, Di Huang, Yunhong Wang

1911.09516

Reflection Backdoor: A Natural Backdoor Attack on Deep Neural Networks

Yunfei Liu, Xingjun Ma, James Bailey, Feng Lu

2007.02343

6-PACK: Category-level 6D Pose Tracker with Anchor-Based Keypoints

Chen Wang, Roberto Martín-Martín, Danfei Xu, Jun Lv, Cewu Lu, Li Fei-Fei, Silvio Savarese, Yuke Zhu

1910.10750

MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model

Mingyuan Zhang, Zhongang Cai, Liang Pan, Fangzhou Hong, Xinying Guo, Lei Yang, Ziwei Liu

2208.15001

VOLO: Vision Outlooker for Visual Recognition

Li Yuan, Qibin Hou, Zihang Jiang, Jiashi Feng, Shuicheng Yan

2106.13112

Learning the Number of Neurons in Deep Networks

Jose M Alvarez, Mathieu Salzmann

1611.06321

SPLATNet: Sparse Lattice Networks for Point Cloud Processing

Hang Su, Varun Jampani, Deqing Sun, Subhransu Maji, Evangelos Kalogerakis, Ming-Hsuan Yang, Jan Kautz

1802.08275

Learning Object-Centric Representations of Multi-Object Scenes from Multiple Views

Li Nanbo, Cian Eastwood, Robert B. Fisher

2111.07117

Capturing and Inferring Dense Full-Body Human-Scene Contact

Chun-Hao P. Huang, Hongwei Yi, Markus Höschle, Matvey Safroshkin, Tsvetelina Alexiadis, Senya Polikovsky, Daniel Scharstein, Michael J. Black

2206.09553

Simple Open-Vocabulary Object Detection with Vision Transformers

Matthias Minderer, Alexey Gritsenko, Austin Stone, Maxim Neumann, Dirk Weissenborn, Alexey Dosovitskiy, Aravindh Mahendran, Anurag Arnab, Mostafa Dehghani, Zhuoran Shen, Xiao Wang, Xiaohua Zhai, Thomas Kipf, Neil Houlsby

2205.06230

Extracting Training Data from Diffusion Models

Nicholas Carlini, Jamie Hayes, Milad Nasr, Matthew Jagielski, Vikash Sehwag, Florian Tramèr, Borja Balle, Daphne Ippolito, Eric Wallace

2301.13188

SLOPER4D: A Scene-Aware Dataset for Global 4D Human Pose Estimation in Urban Environments

Yudi Dai, Yitai Lin, Xiping Lin, Chenglu Wen, Lan Xu, Hongwei Yi, Siqi Shen, Yuexin Ma, Cheng Wang

2303.09095

6-DoF Object Pose from Semantic Keypoints

Georgios Pavlakos, Xiaowei Zhou, Aaron Chan, Konstantinos G. Derpanis, Kostas Daniilidis

1703.04670

Densely Connected Pyramid Dehazing Network

He Zhang, Vishal M. Patel

1803.08396

Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework

Botao Ye, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen

2203.11991

With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations

Debidatta Dwibedi, Yusuf Aytar, Jonathan Tompson, Pierre Sermanet, Andrew Zisserman

2104.14548

Hypercolumns for Object Segmentation and Fine-grained Localization

Bharath Hariharan, Pablo Arbeláez, Ross Girshick, Jitendra Malik

1411.5752

SNIPER: Efficient Multi-Scale Training

Bharat Singh, Mahyar Najibi, Larry S. Davis

1805.09300

Learning Data Augmentation Strategies for Object Detection

Barret Zoph, Ekin D. Cubuk, Golnaz Ghiasi, Tsung-Yi Lin, Jonathon Shlens, Quoc V. Le

1906.11172

Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Yangguang Li, Feng Liang, Lichen Zhao, Yufeng Cui, Wanli Ouyang, Jing Shao, Fengwei Yu, Junjie Yan

2110.05208

M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models

Wenxuan Zhang, Sharifah Mahani Aljunied, Chang Gao, Yew Ken Chia, Lidong Bing

2306.05179

Robust Human Motion Forecasting using Transformer-based Model

Esteve Valls Mascaro, Shuo Ma, Hyemin Ahn, Dongheui Lee

2302.08274

SGAS: Sequential Greedy Architecture Search

Guohao Li, Guocheng Qian, Itzel C. Delgadillo, Matthias Müller, Ali Thabet, Bernard Ghanem

1912.00195

Cross-view Transformers for real-time Map-view Semantic Segmentation

Brady Zhou, Philipp Krähenbühl

2205.02833

Generalized Decoding for Pixel, Image, and Language

Xueyan Zou, Zi-Yi Dou, Jianwei Yang, Zhe Gan, Linjie Li, Chunyuan Li, Xiyang Dai, Harkirat Behl, Jianfeng Wang, Lu Yuan, Nanyun Peng, Lijuan Wang, Yong Jae Lee, Jianfeng Gao

2212.11270

Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data

Xintao Wang, Liangbin Xie, Chao Dong, Ying Shan

2107.10833

EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding

Karttikeya Mangalam, Raiymbek Akshulakov, Jitendra Malik

2308.09126

On Aliased Resizing and Surprising Subtleties in GAN Evaluation

Gaurav Parmar, Richard Zhang, Jun-Yan Zhu

2104.11222

Learning Visual Storylines with Skipping Recurrent Neural Networks

Gunnar A. Sigurdsson, Xinlei Chen, Abhinav Gupta

1604.04279

Robust Compressed Sensing MRI with Deep Generative Priors

Ajil Jalal, Marius Arvinte, Giannis Daras, Eric Price, Alexandros G. Dimakis, Jonathan I. Tamir

2108.01368

Visual Saliency Transformer

Nian Liu, Ni Zhang, Kaiyuan Wan, Ling Shao, Junwei Han

2104.12099

Adaptive Rotated Convolution for Rotated Object Detection

Yifan Pu, Yiru Wang, Zhuofan Xia, Yizeng Han, Yulin Wang, Weihao Gan, Zidong Wang, Shiji Song, Gao Huang

2303.07820

CSGNet: Neural Shape Parser for Constructive Solid Geometry

Gopal Sharma, Rishabh Goyal, Difan Liu, Evangelos Kalogerakis, Subhransu Maji

1712.08290

Temporal Relational Reasoning in Videos

Bolei Zhou, Alex Andonian, Aude Oliva, Antonio Torralba

1711.08496

WorldDreamer: Towards General World Models for Video Generation via Predicting Masked Tokens

Xiaofeng Wang, Zheng Zhu, Guan Huang, Boyuan Wang, Xinze Chen, Jiwen Lu

2401.09985

Improving Shape Deformation in Unsupervised Image-to-Image Translation

Aaron Gokaslan, Vivek Ramanujan, Daniel Ritchie, Kwang In Kim, James Tompkin

1808.04325

OccuSeg: Occupancy-aware 3D Instance Segmentation

Lei Han, Tian Zheng, Lan Xu, Lu Fang

2003.06537

Dynamic Perceiver for Efficient Visual Recognition

Yizeng Han, Dongchen Han, Zeyu Liu, Yulin Wang, Xuran Pan, Yifan Pu, Chao Deng, Junlan Feng, Shiji Song, Gao Huang

2306.11248

Joint Hand Motion and Interaction Hotspots Prediction from Egocentric Videos

Shaowei Liu, Subarna Tripathi, Somdeb Majumdar, Xiaolong Wang

2204.01696

Optical Flow with Semantic Segmentation and Localized Layers

Laura Sevilla-Lara, Deqing Sun, Varun Jampani, Michael J. Black

1603.03911

DisturbLabel: Regularizing CNN on the Loss Layer

Lingxi Xie, Jingdong Wang, Zhen Wei, Meng Wang, Qi Tian

1605.00055

The loss surface of deep and wide neural networks

Quynh Nguyen, Matthias Hein

1704.08045

Fast Image Processing with Fully-Convolutional Networks

Qifeng Chen, Jia Xu, Vladlen Koltun

1709.00643

ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis

Patrick Esser, Robin Rombach, Andreas Blattmann, Björn Ommer

2108.08827

Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs

Shengbang Tong, Ellis Brown, Penghao Wu, Sanghyun Woo, Manoj Middepogu, Sai Charitha Akula, Jihan Yang, Shusheng Yang, Adithya Iyer, Xichen Pan, Ziteng Wang, Rob Fergus, Yann LeCun, Saining Xie

2406.16860

Generating Visual Explanations

Lisa Anne Hendricks, Zeynep Akata, Marcus Rohrbach, Jeff Donahue, Bernt Schiele, Trevor Darrell

1603.08507

ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation

Xiaoliang Dai, Peizhao Zhang, Bichen Wu, Hongxu Yin, Fei Sun, Yanghan Wang, Marat Dukhan, Yunqing Hu, Yiming Wu, Yangqing Jia, Peter Vajda, Matt Uyttendaele, Niraj K. Jha

1812.08934

Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition

Guojun Yin, Lu Sheng, Bin Liu, Nenghai Yu, Xiaogang Wang, Jing Shao, Chen Change Loy

1807.04979

Fixup Initialization: Residual Learning Without Normalization

Hongyi Zhang, Yann N. Dauphin, Tengyu Ma

1901.09321

Cascade R-CNN: Delving into High Quality Object Detection

Zhaowei Cai, Nuno Vasconcelos

1712.00726

Unifying Vision-and-Language Tasks via Text Generation

Jaemin Cho, Jie Lei, Hao Tan, Mohit Bansal

2102.02779

Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space

Liwei Wang, Alexander G. Schwing, Svetlana Lazebnik

1711.07068

Deeply Learning the Messages in Message Passing Inference

Guosheng Lin, Chunhua Shen, Ian Reid, Anton van den Hengel

1506.02108

Fast Point R-CNN

Yilun Chen, Shu Liu, Xiaoyong Shen, Jiaya Jia

1908.02990

EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones

Yulin Wang, Yang Yue, Rui Lu, Tianjiao Liu, Zhao Zhong, Shiji Song, Gao Huang

2211.09703

Image Compression with Product Quantized Masked Image Modeling

Alaaeldin El-Nouby, Matthew J. Muckley, Karen Ullrich, Ivan Laptev, Jakob Verbeek, Hervé Jégou

2212.07372

Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation

Mengqi Huang, Zhendong Mao, Quan Wang, Yongdong Zhang

2305.13607

Datamodels: Predicting Predictions from Training Data

Andrew Ilyas, Sung Min Park, Logan Engstrom, Guillaume Leclerc, Aleksander Madry

2202.00622

Self-Supervised Learning by Cross-Modal Audio-Video Clustering

Humam Alwassel, Dhruv Mahajan, Bruno Korbar, Lorenzo Torresani, Bernard Ghanem, Du Tran

1911.12667

Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification

Maxime Bucher, Stéphane Herbin, Frédéric Jurie

1607.08085

A Deep Pyramid Deformable Part Model for Face Detection

Rajeev Ranjan, Vishal M. Patel, Rama Chellappa

1508.04389

Single Path One-Shot Neural Architecture Search with Uniform Sampling

Zichao Guo, Xiangyu Zhang, Haoyuan Mu, Wen Heng, Zechun Liu, Yichen Wei, Jian Sun

1904.00420

Deep Bilateral Learning for Real-Time Image Enhancement

Michaël Gharbi, Jiawen Chen, Jonathan T. Barron, Samuel W. Hasinoff, Frédo Durand

1707.02880

GenRec: Unifying Video Generation and Recognition with Diffusion Models

Zejia Weng, Xitong Yang, Zhen Xing, Zuxuan Wu, Yu-Gang Jiang

2408.15241

Training Vision Transformers for Image Retrieval

Alaaeldin El-Nouby, Natalia Neverova, Ivan Laptev, Hervé Jégou

2102.05644

Video Object Segmentation with Re-identification

Xiaoxiao Li, Yuankai Qi, Zhe Wang, Kai Chen, Ziwei Liu, Jianping Shi, Ping Luo, Xiaoou Tang, Chen Change Loy

1708.00197

Multi-View Mesh Reconstruction with Neural Deferred Shading

Markus Worchel, Rodrigo Diaz, Weiwen Hu, Oliver Schreer, Ingo Feldmann, Peter Eisert

2212.04386

Deep Video Portraits

Hyeongwoo Kim, Pablo Garrido, Ayush Tewari, Weipeng Xu, Justus Thies, Matthias Nießner, Patrick Pérez, Christian Richardt, Michael Zollhöfer, Christian Theobalt

1805.11714

Progressive Differentiable Architecture Search: Bridging the Depth Gap between Search and Evaluation

Xin Chen, Lingxi Xie, Jun Wu, Qi Tian

1904.12760

Audio-Visual Scene Analysis with Self-Supervised Multisensory Features

Andrew Owens, Alexei A. Efros

1804.03641

Flip-Rotate-Pooling Convolution and Split Dropout on Convolution Neural Networks for Image Classification

Fa Wu, Peijun Hu, Dexing Kong

1507.08754

MAttNet: Modular Attention Network for Referring Expression Comprehension

Licheng Yu, Zhe Lin, Xiaohui Shen, Jimei Yang, Xin Lu, Mohit Bansal, Tamara L. Berg

1801.08186

XIRL: Cross-embodiment Inverse Reinforcement Learning

Kevin Zakka, Andy Zeng, Pete Florence, Jonathan Tompson, Jeannette Bohg, Debidatta Dwibedi

2106.03911

Neural Topological SLAM for Visual Navigation

Devendra Singh Chaplot, Ruslan Salakhutdinov, Abhinav Gupta, Saurabh Gupta

2005.12256

Gated-SCNN: Gated Shape CNNs for Semantic Segmentation

Towaki Takikawa, David Acuna, Varun Jampani, Sanja Fidler

1907.05740

Incremental Visual-Inertial 3D Mesh Generation with Structural Regularities

Antoni Rosinol, Torsten Sattler, Marc Pollefeys, Luca Carlone

1903.01067

Towards Robust Vision Transformer

Xiaofeng Mao, Gege Qi, Yuefeng Chen, Xiaodan Li, Ranjie Duan, Shaokai Ye, Yuan He, Hui Xue

2105.07926

In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking

Yuezun Li, Ming-Ching Chang, Siwei Lyu

1806.02877

ExFuse: Enhancing Feature Fusion for Semantic Segmentation

Zhenli Zhang, Xiangyu Zhang, Chao Peng, Dazhi Cheng, Jian Sun

1804.03821

A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection

Zhaowei Cai, Quanfu Fan, Rogerio S. Feris, Nuno Vasconcelos

1607.07155

Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features

Xu Yang, Hanwang Zhang, Jianfei Cai

1808.00171

Diffusion Probabilistic Models for 3D Point Cloud Generation

Shitong Luo, Wei Hu

2103.01458

Monocular 3D Object Detection Leveraging Accurate Proposals and Shape Reconstruction

Jason Ku, Alex D. Pon, Steven L. Waslander

1904.01690

SyncDreamer: Generating Multiview-consistent Images from a Single-view Image

Yuan Liu, Cheng Lin, Zijiao Zeng, Xiaoxiao Long, Lingjie Liu, Taku Komura, Wenping Wang

2309.03453

FastComposer: Tuning-Free Multi-Subject Image Generation with Localized Attention

Guangxuan Xiao, Tianwei Yin, William T. Freeman, Frédo Durand, Song Han

2305.10431

AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks

Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He

1711.10485

Attend to You: Personalized Image Captioning with Context Sequence Memory Networks

Cesc Chunseong Park, Byeongchang Kim, Gunhee Kim

1704.06485

TokenLearner: What Can 8 Learned Tokens Do for Images and Videos?

Michael S. Ryoo, AJ Piergiovanni, Anurag Arnab, Mostafa Dehghani, Anelia Angelova

2106.11297

Learning Fashion Compatibility with Bidirectional LSTMs

Xintong Han, Zuxuan Wu, Yu-Gang Jiang, Larry S. Davis

1707.05691

Vicinity Vision Transformer

Weixuan Sun, Zhen Qin, Hui Deng, Jianyuan Wang, Yi Zhang, Kaihao Zhang, Nick Barnes, Stan Birchfield, Lingpeng Kong, Yiran Zhong

2206.10552

Exploring Target Representations for Masked Autoencoders

Xingbin Liu, Jinghao Zhou, Tao Kong, Xianming Lin, Rongrong Ji

2209.03917

Hard-Aware Deeply Cascaded Embedding

Yuhui Yuan, Kuiyuan Yang, Chao Zhang

1611.05720

Interventional Few-Shot Learning

Zhongqi Yue, Hanwang Zhang, Qianru Sun, Xian-Sheng Hua

2009.13000

DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation

Xin Lai, Zhuotao Tian, Xiaogang Xu, Yingcong Chen, Shu Liu, Hengshuang Zhao, Liwei Wang, Jiaya Jia

2207.09988

Label Refinery: Improving ImageNet Classification through Label Progression

Hessam Bagherinezhad, Maxwell Horton, Mohammad Rastegari, Ali Farhadi

1805.02641

The 2018 PIRM Challenge on Perceptual Image Super-resolution

Yochai Blau, Roey Mechrez, Radu Timofte, Tomer Michaeli, Lihi Zelnik-Manor

1809.07517

Exploring the Limits of Large Scale Pre-training

Samira Abnar, Mostafa Dehghani, Behnam Neyshabur, Hanie Sedghi

2110.02095

SemDeDup: Data-efficient learning at web-scale through semantic deduplication

Amro Abbas, Kushal Tirumala, Dániel Simig, Surya Ganguli, Ari S. Morcos

2303.09540

MaskGIT: Masked Generative Image Transformer

Huiwen Chang, Han Zhang, Lu Jiang, Ce Liu, William T. Freeman

2202.04200

Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training

Hongkai Zhang, Hong Chang, Bingpeng Ma, Naiyan Wang, Xilin Chen

2004.06002

Temporal Action Detection with Structured Segment Networks

Yue Zhao, Yuanjun Xiong, Limin Wang, Zhirong Wu, Xiaoou Tang, Dahua Lin

1704.06228

InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting

Hao-Shu Fang, Jianhua Sun, Runzhong Wang, Minghao Gou, Yong-Lu Li, Cewu Lu

1908.07801

Focal Sparse Convolutional Networks for 3D Object Detection

Yukang Chen, Yanwei Li, Xiangyu Zhang, Jian Sun, Jiaya Jia

2204.12463

A Generative Model of People in Clothing

Christoph Lassner, Gerard Pons-Moll, Peter V. Gehler

1705.04098

Revisiting Feature Alignment for One-stage Object Detection

Yuntao Chen, Chenxia Han, Naiyan Wang, Zhaoxiang Zhang

1908.01570

Improving Factuality and Reasoning in Language Models through Multiagent Debate

Yilun Du, Shuang Li, Antonio Torralba, Joshua B. Tenenbaum, Igor Mordatch

2305.14325

Self-training with Noisy Student improves ImageNet classification

Qizhe Xie, Minh-Thang Luong, Eduard Hovy, Quoc V. Le

1911.04252

Open3D: A Modern Library for 3D Data Processing

Qian-Yi Zhou, Jaesik Park, Vladlen Koltun

1801.09847

Hierarchical Neural Architecture Search via Operator Clustering

Guilin Li, Xing Zhang, Zitong Wang, Matthias Tan, Jiashi Feng, Zhenguo Li, Tong Zhang

1909.11926

Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation

Xinge Zhu, Hui Zhou, Tai Wang, Fangzhou Hong, Yuexin Ma, Wei Li, Hongsheng Li, Dahua Lin

2011.10033

Synthesized Classifiers for Zero-Shot Learning

Soravit Changpinyo, Wei-Lun Chao, Boqing Gong, Fei Sha

1603.00550

GOAL: Generating 4D Whole-Body Motion for Hand-Object Grasping

Omid Taheri, Vasileios Choutas, Michael J. Black, Dimitrios Tzionas

2112.11454

A Probabilistic Quality Representation Approach to Deep Blind Image Quality Prediction

Hui Zeng, Lei Zhang, Alan C. Bovik

1708.08190

Rethinking Feature Discrimination and Polymerization for Large-scale Recognition

Yu Liu, Hongyang Li, Xiaogang Wang

1710.00870

MonoScene: Monocular 3D Semantic Scene Completion

Anh-Quan Cao, Raoul de Charette

2112.00726

SEED: Self-supervised Distillation For Visual Representation

Zhiyuan Fang, Jianfeng Wang, Lijuan Wang, Lei Zhang, Yezhou Yang, Zicheng Liu

2101.04731

PP-YOLO: An Effective and Efficient Implementation of Object Detector

Xiang Long, Kaipeng Deng, Guanzhong Wang, Yang Zhang, Qingqing Dang, Yuan Gao, Hui Shen, Jianguo Ren, Shumin Han, Errui Ding, Shilei Wen

2007.12099

Learning Robust Visual-Semantic Embeddings

Yao-Hung Hubert Tsai, Liang-Kang Huang, Ruslan Salakhutdinov

1703.05908

Understanding and Robustifying Differentiable Architecture Search

Arber Zela, Thomas Elsken, Tonmoy Saikia, Yassine Marrakchi, Thomas Brox, Frank Hutter

1909.09656

GLiT: Neural Architecture Search for Global and Local Image Transformer

Boyu Chen, Peixia Li, Chuming Li, Baopu Li, Lei Bai, Chen Lin, Ming Sun, Junjie yan, Wanli Ouyang

2107.02960

Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone

Zi-Yi Dou, Aishwarya Kamath, Zhe Gan, Pengchuan Zhang, Jianfeng Wang, Linjie Li, Zicheng Liu, Ce Liu, Yann LeCun, Nanyun Peng, Jianfeng Gao, Lijuan Wang

2206.07643

What Makes Convolutional Models Great on Long Sequence Modeling?

Yuhong Li, Tianle Cai, Yi Zhang, Deming Chen, Debadeepta Dey

2210.09298

More is Less: A More Complicated Network with Less Inference Complexity

Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan

1703.08651

Multi-task CNN Model for Attribute Prediction

Abrar H. Abdulnabi, Gang Wang, Jiwen Lu, Kui Jia

1601.00400

Excessive Invariance Causes Adversarial Vulnerability

Jörn-Henrik Jacobsen, Jens Behrmann, Richard Zemel, Matthias Bethge

1811.00401

Devil in the Details: Towards Accurate Single and Multiple Human Parsing

Tao Ruan, Ting Liu, Zilong Huang, Yunchao Wei, Shikui Wei, Yao Zhao, Thomas Huang

1809.05996

VisIT-Bench: A Benchmark for Vision-Language Instruction Following Inspired by Real-World Use

Yonatan Bitton, Hritik Bansal, Jack Hessel, Rulin Shao, Wanrong Zhu, Anas Awadalla, Josh Gardner, Rohan Taori, Ludwig Schmidt

2308.06595

12-in-1: Multi-Task Vision and Language Representation Learning

Jiasen Lu, Vedanuj Goswami, Marcus Rohrbach, Devi Parikh, Stefan Lee

1912.02315

Identity-Preserving Text-to-Video Generation by Frequency Decomposition

Shenghai Yuan, Jinfa Huang, Xianyi He, Yunyuan Ge, Yujun Shi, Liuhan Chen, Jiebo Luo, Li Yuan

2411.17440

Global Filter Networks for Image Classification

Yongming Rao, Wenliang Zhao, Zheng Zhu, Jiwen Lu, Jie Zhou

2107.00645

FreeAnchor: Learning to Match Anchors for Visual Object Detection

Xiaosong Zhang, Fang Wan, Chang Liu, Rongrong Ji, Qixiang Ye

1909.02466

Scaling up GANs for Text-to-Image Synthesis

Minguk Kang, Jun-Yan Zhu, Richard Zhang, Jaesik Park, Eli Shechtman, Sylvain Paris, Taesung Park

2303.05511

On the Detection of Digital Face Manipulation

Hao Dang, Feng Liu, Joel Stehouwer, Xiaoming Liu, Anil Jain

1910.01717

Gradient Descent Finds Global Minima of Deep Neural Networks

Simon S. Du, Jason D. Lee, Haochuan Li, Liwei Wang, Xiyu Zhai

1811.03804

Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs

Xiaolong Wang, Yufei Ye, Abhinav Gupta

1803.08035

Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling

Jingyun Liang, Andreas Lugmayr, Kai Zhang, Martin Danelljan, Luc Van Gool, Radu Timofte

2108.05301

Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies

Hanbyul Joo, Tomas Simon, Yaser Sheikh

1801.01615

Complete Dictionary Recovery over the Sphere I: Overview and the Geometric Picture

Ju Sun, Qing Qu, John Wright

1511.03607

MVDream: Multi-view Diffusion for 3D Generation

Yichun Shi, Peng Wang, Jianglong Ye, Mai Long, Kejie Li, Xiao Yang

2308.16512

Multi-Bias Non-linear Activation in Deep Neural Networks

Hongyang Li, Wanli Ouyang, Xiaogang Wang

1604.00676

DexGraspNet: A Large-Scale Robotic Dexterous Grasp Dataset for General Objects Based on Simulation

Ruicheng Wang, Jialiang Zhang, Jiayi Chen, Yinzhen Xu, Puhao Li, Tengyu Liu, He Wang

2210.02697

Vision Transformer for Small-Size Datasets

Seung Hoon Lee, Seunghyun Lee, Byung Cheol Song

2112.13492

How Do Vision Transformers Work?

Namuk Park, Songkuk Kim

2202.06709

Unifying Vision, Text, and Layout for Universal Document Processing

Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal

2212.02623

MoVA: Adapting Mixture of Vision Experts to Multimodal Context

Zhuofan Zong, Bingqi Ma, Dazhong Shen, Guanglu Song, Hao Shao, Dongzhi Jiang, Hongsheng Li, Yu Liu

2404.13046

Dense Distinct Query for End-to-End Object Detection

Shilong Zhang, Xinjiang Wang, Jiaqi Wang, Jiangmiao Pang, Chengqi Lyu, Wenwei Zhang, Ping Luo, Kai Chen

2303.12776

GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields

Michael Niemeyer, Andreas Geiger

2011.12100

Palette: Image-to-Image Diffusion Models

Chitwan Saharia, William Chan, Huiwen Chang, Chris A. Lee, Jonathan Ho, Tim Salimans, David J. Fleet, Mohammad Norouzi

2111.05826

Encoder Based Lifelong Learning

Amal Rannen Triki, Rahaf Aljundi, Mathew B. Blaschko, Tinne Tuytelaars

1704.01920

Photo-Realistic Facial Details Synthesis from Single Image

Anpei Chen, Zhang Chen, Guli Zhang, Ziheng Zhang, Kenny Mitchell, Jingyi Yu

1903.10873

Robo-ABC: Affordance Generalization Beyond Categories via Semantic Correspondence for Robot Manipulation

Yuanchen Ju, Kaizhe Hu, Guowei Zhang, Gu Zhang, Mingrun Jiang, Huazhe Xu

2401.07487

Neural Cages for Detail-Preserving 3D Deformations

Wang Yifan, Noam Aigerman, Vladimir G. Kim, Siddhartha Chaudhuri, Olga Sorkine-Hornung

1912.06395

CASENet: Deep Category-Aware Semantic Edge Detection

Zhiding Yu, Chen Feng, Ming-Yu Liu, Srikumar Ramalingam

1705.09759

Improved Mixed-Example Data Augmentation

Cecilia Summers, Michael J. Dinneen

1805.11272

Dataset Condensation with Differentiable Siamese Augmentation

Bo Zhao, Hakan Bilen

2102.08259

Grounding Answers for Visual Questions Asked by Visually Impaired People

Chongyan Chen, Samreen Anjum, Danna Gurari

2202.01993

A Survey on Face Data Augmentation

Xiang Wang, Kai Wang, Shiguo Lian

1904.11685

DualPoseNet: Category-level 6D Object Pose and Size Estimation Using Dual Pose Network with Refined Learning of Pose Consistency

Jiehong Lin, Zewei Wei, Zhihao Li, Songcen Xu, Kui Jia, Yuanqing Li

2103.06526

Plug-and-Play ADMM for Image Restoration: Fixed Point Convergence and Applications

Stanley H. Chan, Xiran Wang, Omar A. Elgendy

1605.01710

CenterFusion: Center-based Radar and Camera Fusion for 3D Object Detection

Ramin Nabati, Hairong Qi

2011.04841

Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses

Micah Goldblum, Dimitris Tsipras, Chulin Xie, Xinyun Chen, Avi Schwarzschild, Dawn Song, Aleksander Madry, Bo Li, Tom Goldstein

2012.10544

Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth

Davy Neven, Bert De Brabandere, Marc Proesmans, Luc Van Gool

1906.11109

In Defense of the Triplet Loss for Person Re-Identification

Alexander Hermans, Lucas Beyer, Bastian Leibe

1703.07737

Multi-Scale Progressive Fusion Network for Single Image Deraining

Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Baojin Huang, Yimin Luo, Jiayi Ma, Junjun Jiang

2003.10985

Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image

Siyuan Huang, Siyuan Qi, Yixin Zhu, Yinxue Xiao, Yuanlu Xu, Song-Chun Zhu

1808.02201

Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation

Jiwoon Ahn, Suha Kwak

1803.10464

Reinforcement Learning with Action-Free Pre-Training from Videos

Younggyo Seo, Kimin Lee, Stephen James, Pieter Abbeel

2203.13880

Interpolated Convolutional Networks for 3D Point Cloud Understanding

Jiageng Mao, Xiaogang Wang, Hongsheng Li

1908.04512

A Good Image Generator Is What You Need for High-Resolution Video Synthesis

Yu Tian, Jian Ren, Menglei Chai, Kyle Olszewski, Xi Peng, Dimitris N. Metaxas, Sergey Tulyakov

2104.15069

DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation

Holger R. Roth, Le Lu, Amal Farag, Hoo-Chang Shin, Jiamin Liu, Evrim Turkbey, Ronald M. Summers

1506.06448

Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models

Longxiang Tang, Zhuotao Tian, Kai Li, Chunming He, Hantao Zhou, Hengshuang Zhao, Xiu Li, Jiaya Jia

2407.05342

When and why vision-language models behave like bags-of-words, and what to do about it?

Mert Yuksekgonul, Federico Bianchi, Pratyusha Kalluri, Dan Jurafsky, James Zou

2210.01936

Improved Distribution Matching Distillation for Fast Image Synthesis

Tianwei Yin, Michaël Gharbi, Taesung Park, Richard Zhang, Eli Shechtman, Fredo Durand, William T. Freeman

2405.14867

Effective Data Augmentation with Multi-Domain Learning GANs

Shin'ya Yamaguchi, Sekitoshi Kanai, Takeharu Eda

1912.11597

Natural Language Descriptions of Deep Visual Features

Evan Hernandez, Sarah Schwettmann, David Bau, Teona Bagashvili, Antonio Torralba, Jacob Andreas

2201.11114

MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation

Lorenzo Bertoni, Sven Kreiss, Alexandre Alahi

1906.06059

A Survey on Multimodal Large Language Models

Shukang Yin, Chaoyou Fu, Sirui Zhao, Ke Li, Xing Sun, Tong Xu, Enhong Chen

2306.13549

SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters

Yifan Xu, Tianqi Fan, Mingye Xu, Long Zeng, Yu Qiao

1803.11527

SVFormer: Semi-supervised Video Transformer for Action Recognition

Zhen Xing, Qi Dai, Han Hu, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang

2211.13222

Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction

Hyungjin Chung, Byeongsu Sim, Jong Chul Ye

2112.05146

Supervised Fitting of Geometric Primitives to 3D Point Clouds

Lingxiao Li, Minhyuk Sung, Anastasia Dubrovina, Li Yi, Leonidas Guibas

1811.08988

Factors of Transferability for a Generic ConvNet Representation

Hossein Azizpour, Ali Sharif Razavian, Josephine Sullivan, Atsuto Maki, Stefan Carlsson

1406.5774

Learning to Extract Motion from Videos in Convolutional Neural Networks

Damien Teney, Martial Hebert

1601.07532

Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks

Zhaofan Qiu, Ting Yao, Tao Mei

1711.10305

Confidence Propagation through CNNs for Guided Sparse Depth Regression

Abdelrahman Eldesokey, Michael Felsberg, Fahad Shahbaz Khan

1811.01791

SWFormer: Sparse Window Transformer for 3D Object Detection in Point Clouds

Pei Sun, Mingxing Tan, Weiyue Wang, Chenxi Liu, Fei Xia, Zhaoqi Leng, Dragomir Anguelov

2210.07372

Locally Free Weight Sharing for Network Width Search

Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu

2102.05258

Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision

Priya Goyal, Quentin Duval, Isaac Seessel, Mathilde Caron, Ishan Misra, Levent Sagun, Armand Joulin, Piotr Bojanowski

2202.08360

ATISS: Autoregressive Transformers for Indoor Scene Synthesis

Despoina Paschalidou, Amlan Kar, Maria Shugrina, Karsten Kreis, Andreas Geiger, Sanja Fidler

2110.03675

SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers

Nanye Ma, Mark Goldstein, Michael S. Albergo, Nicholas M. Boffi, Eric Vanden-Eijnden, Saining Xie

2401.08740

UMDFaces: An Annotated Face Dataset for Training Deep Networks

Ankan Bansal, Anirudh Nanduri, Carlos Castillo, Rajeev Ranjan, Rama Chellappa

1611.01484

Transductive Zero-Shot Learning with Adaptive Structural Embedding

Yunlong Yu, Zhong Ji, Jichang Guo, Yanwei Pang

1703.08897

Associative Embedding: End-to-End Learning for Joint Detection and Grouping

Alejandro Newell, Zhiao Huang, Jia Deng

1611.05424

Probabilistic and Geometric Depth: Detecting Objects in Perspective

Tai Wang, Xinge Zhu, Jiangmiao Pang, Dahua Lin

2107.14160

ProcTHOR: Large-Scale Embodied AI Using Procedural Generation

Matt Deitke, Eli VanderBilt, Alvaro Herrasti, Luca Weihs, Jordi Salvador, Kiana Ehsani, Winson Han, Eric Kolve, Ali Farhadi, Aniruddha Kembhavi, Roozbeh Mottaghi

2206.06994

TokenFlow: Consistent Diffusion Features for Consistent Video Editing

Michal Geyer, Omer Bar-Tal, Shai Bagon, Tali Dekel

2307.10373

Going Beyond Nouns With Vision & Language Models Using Synthetic Data

Paola Cascante-Bonilla, Khaled Shehada, James Seale Smith, Sivan Doveh, Donghyun Kim, Rameswar Panda, Gül Varol, Aude Oliva, Vicente Ordonez, Rogerio Feris, Leonid Karlinsky

2303.17590

Query-Dependent Video Representation for Moment Retrieval and Highlight Detection

WonJun Moon, Sangeek Hyun, SangUk Park, Dongchan Park, Jae-Pil Heo

2303.13874

Boundary-Aware Feature Propagation for Scene Segmentation

Henghui Ding, Xudong Jiang, Ai Qun Liu, Nadia Magnenat Thalmann, Gang Wang

1909.00179

TidyBot: Personalized Robot Assistance with Large Language Models

Jimmy Wu, Rika Antonova, Adam Kan, Marion Lepert, Andy Zeng, Shuran Song, Jeannette Bohg, Szymon Rusinkiewicz, Thomas Funkhouser

2305.05658

UNITER: UNiversal Image-TExt Representation Learning

Yen-Chun Chen, Linjie Li, Licheng Yu, Ahmed El Kholy, Faisal Ahmed, Zhe Gan, Yu Cheng, Jingjing Liu

1909.11740

LatentFusion: End-to-End Differentiable Reconstruction and Rendering for Unseen Object Pose Estimation

Keunhong Park, Arsalan Mousavian, Yu Xiang, Dieter Fox

1912.00416

Stabilizing Transformer Training by Preventing Attention Entropy Collapse

Shuangfei Zhai, Tatiana Likhomanenko, Etai Littwin, Dan Busbridge, Jason Ramapuram, Yizhe Zhang, Jiatao Gu, Josh Susskind

2303.06296

Locomotion-Action-Manipulation: Synthesizing Human-Scene Interactions in Complex 3D Environments

Jiye Lee, Hanbyul Joo

2301.02667

Single-Shot Object Detection with Enriched Semantics

Zhishuai Zhang, Siyuan Qiao, Cihang Xie, Wei Shen, Bo Wang, Alan L. Yuille

1712.00433

Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale

Federico Bianchi, Pratyusha Kalluri, Esin Durmus, Faisal Ladhak, Myra Cheng, Debora Nozza, Tatsunori Hashimoto, Dan Jurafsky, James Zou, Aylin Caliskan

2211.03759

Multi-Label Zero-Shot Learning with Structured Knowledge Graphs

Chung-Wei Lee, Wei Fang, Chih-Kuan Yeh, Yu-Chiang Frank Wang

1711.06526

Prediction of Search Targets From Fixations in Open-World Settings

Hosnieh Sattar, Sabine Müller, Mario Fritz, Andreas Bulling

1502.05137

Controllable Image Captioning via Prompting

Ning Wang, Jiahao Xie, Jihao Wu, Mingbo Jia, Linlin Li

2212.01803

Diffusion Models for Video Prediction and Infilling

Tobias Höppe, Arash Mehrjou, Stefan Bauer, Didrik Nielsen, Andrea Dittadi

2206.07696

StructureNet: Hierarchical Graph Networks for 3D Shape Generation

Kaichun Mo, Paul Guerrero, Li Yi, Hao Su, Peter Wonka, Niloy Mitra, Leonidas J. Guibas

1908.00575

EMNIST: an extension of MNIST to handwritten letters

Gregory Cohen, Saeed Afshar, Jonathan Tapson, André van Schaik

1702.05373

Amortised MAP Inference for Image Super-resolution

Casper Kaae Sønderby, Jose Caballero, Lucas Theis, Wenzhe Shi, Ferenc Huszár

1610.04490

ViP-CNN: Visual Phrase Guided Convolutional Neural Network

Yikang Li, Wanli Ouyang, Xiaogang Wang, Xiao'ou Tang

1702.07191

Language-driven Semantic Segmentation

Boyi Li, Kilian Q. Weinberger, Serge Belongie, Vladlen Koltun, René Ranftl

2201.03546

A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model

Mengde Xu, Zheng Zhang, Fangyun Wei, Yutong Lin, Yue Cao, Han Hu, Xiang Bai

2112.14757

Meta-Transformer: A Unified Framework for Multimodal Learning

Yiyuan Zhang, Kaixiong Gong, Kaipeng Zhang, Hongsheng Li, Yu Qiao, Wanli Ouyang, Xiangyu Yue

2307.10802

Unsupervised Data Augmentation for Consistency Training

Qizhe Xie, Zihang Dai, Eduard Hovy, Minh-Thang Luong, Quoc V. Le

1904.12848

A Dataset for Movie Description

Anna Rohrbach, Marcus Rohrbach, Niket Tandon, Bernt Schiele

1501.02530

Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds

Bowen Cheng, Lu Sheng, Shaoshuai Shi, Ming Yang, Dong Xu

2104.06114

CNN+CNN: Convolutional Decoders for Image Captioning

Qingzhong Wang, Antoni B. Chan

1805.09019

Correcting Robot Plans with Natural Language Feedback

Pratyusha Sharma, Balakumar Sundaralingam, Valts Blukis, Chris Paxton, Tucker Hermans, Antonio Torralba, Jacob Andreas, Dieter Fox

2204.05186

Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V

Jianwei Yang, Hao Zhang, Feng Li, Xueyan Zou, Chunyuan Li, Jianfeng Gao

2310.11441

Next Patch Prediction for Autoregressive Visual Generation

Yatian Pang, Peng Jin, Shuo Yang, Bin Lin, Bin Zhu, Zhenyu Tang, Liuhan Chen, Francis E. H. Tay, Ser-Nam Lim, Harry Yang, Li Yuan

2412.15321

Adversarial Diffusion Distillation

Axel Sauer, Dominik Lorenz, Andreas Blattmann, Robin Rombach

2311.17042

StyleVideoGAN: A Temporal Generative Model using a Pretrained StyleGAN

Gereon Fox, Ayush Tewari, Mohamed Elgharib, Christian Theobalt

2107.07224

Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax

Yu Li, Tao Wang, Bingyi Kang, Sheng Tang, Chunfeng Wang, Jintao Li, Jiashi Feng

2006.10408

Scene Text Detection via Holistic, Multi-Channel Prediction

Cong Yao, Xiang Bai, Nong Sang, Xinyu Zhou, Shuchang Zhou, Zhimin Cao

1606.09002

The Knowledge Within: Methods for Data-Free Model Compression

Matan Haroush, Itay Hubara, Elad Hoffer, Daniel Soudry

1912.01274

A Neural Approach to Blind Motion Deblurring

Ayan Chakrabarti

1603.04771

Zero-Shot Object Detection

Ankan Bansal, Karan Sikka, Gaurav Sharma, Rama Chellappa, Ajay Divakaran

1804.04340

CALVIN: A Benchmark for Language-Conditioned Policy Learning for Long-Horizon Robot Manipulation Tasks

Oier Mees, Lukas Hermann, Erick Rosete-Beas, Wolfram Burgard

2112.03227

AIM: Adapting Image Models for Efficient Video Action Recognition

Taojiannan Yang, Yi Zhu, Yusheng Xie, Aston Zhang, Chen Chen, Mu Li

2302.03024

Boundary-preserving Mask R-CNN

Tianheng Cheng, Xinggang Wang, Lichao Huang, Wenyu Liu

2007.08921

nuScenes: A multimodal dataset for autonomous driving

Holger Caesar, Varun Bankiti, Alex H. Lang, Sourabh Vora, Venice Erin Liong, Qiang Xu, Anush Krishnan, Yu Pan, Giancarlo Baldan, Oscar Beijbom

1903.11027

Decoupling Human and Camera Motion from Videos in the Wild

Vickie Ye, Georgios Pavlakos, Jitendra Malik, Angjoo Kanazawa

2302.12827

RepVGG: Making VGG-style ConvNets Great Again

Xiaohan Ding, Xiangyu Zhang, Ningning Ma, Jungong Han, Guiguang Ding, Jian Sun

2101.03697

TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement

Carl Doersch, Yi Yang, Mel Vecerik, Dilara Gokay, Ankush Gupta, Yusuf Aytar, Joao Carreira, Andrew Zisserman

2306.08637

Semantic Segmentation of Colon Glands with Deep Convolutional Neural Networks and Total Variation Segmentation

Philipp Kainz, Michael Pfeiffer, Martin Urschler

1511.06919

Generative Multimodal Models are In-Context Learners

Quan Sun, Yufeng Cui, Xiaosong Zhang, Fan Zhang, Qiying Yu, Zhengxiong Luo, Yueze Wang, Yongming Rao, Jingjing Liu, Tiejun Huang, Xinlong Wang

2312.13286

Action Recognition with Trajectory-Pooled Deep-Convolutional Descriptors

Limin Wang, Yu Qiao, Xiaoou Tang

1505.04868

Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models

Yanwei Li, Yuechen Zhang, Chengyao Wang, Zhisheng Zhong, Yixin Chen, Ruihang Chu, Shaoteng Liu, Jiaya Jia

2403.18814

Understanding and Mitigating Copying in Diffusion Models

Gowthami Somepalli, Vasu Singla, Micah Goldblum, Jonas Geiping, Tom Goldstein

2305.20086

Generic 3D Representation via Pose Estimation and Matching

Amir R. Zamir, Tilman Wekel, Pulkit Argrawal, Colin Weil, Jitendra Malik, Silvio Savarese

1710.08247

GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis

Katja Schwarz, Yiyi Liao, Michael Niemeyer, Andreas Geiger

2007.02442

Generating Natural Questions About an Image

Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, Margaret Mitchell, Xiaodong He, Lucy Vanderwende

1603.06059

Video Frame Synthesis using Deep Voxel Flow

Ziwei Liu, Raymond A. Yeh, Xiaoou Tang, Yiming Liu, Aseem Agarwala

1702.02463

Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning

Peng Jin, Jinfa Huang, Pengfei Xiong, Shangxuan Tian, Chang Liu, Xiangyang Ji, Li Yuan, Jie Chen

2303.14369

Symbol Emergence in Robotics: A Survey

Tadahiro Taniguchi, Takayuki Nagai, Tomoaki Nakamura, Naoto Iwahashi, Tetsuya Ogata, Hideki Asoh

1509.08973

Text2LIVE: Text-Driven Layered Image and Video Editing

Omer Bar-Tal, Dolev Ofri-Amar, Rafail Fridman, Yoni Kasten, Tali Dekel

2204.02491

Focal and Global Knowledge Distillation for Detectors

Zhendong Yang, Zhe Li, Xiaohu Jiang, Yuan Gong, Zehuan Yuan, Danpei Zhao, Chun Yuan

2111.11837

Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search

Yibo Yang, Shan You, Hongyang Li, Fei Wang, Chen Qian, Zhouchen Lin

2101.11342

Effective Real Image Editing with Accelerated Iterative Diffusion Inversion

Zhihong Pan, Riccardo Gherardi, Xiufeng Xie, Stephen Huang

2309.04907

Higher Order Conditional Random Fields in Deep Neural Networks

Anurag Arnab, Sadeep Jayasumana, Shuai Zheng, Philip Torr

1511.08119

StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis

Jiatao Gu, Lingjie Liu, Peng Wang, Christian Theobalt

2110.08985

Detecting Text in Natural Image with Connectionist Text Proposal Network

Zhi Tian, Weilin Huang, Tong He, Pan He, Yu Qiao

1609.03605

Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion

Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Yutong He, Yuki Mitsufuji, Stefano Ermon

2310.02279

Semantic Pose using Deep Networks Trained on Synthetic RGB-D

Jeremie Papon, Markus Schoeler

1508.00835

DataComp: In search of the next generation of multimodal datasets

Samir Yitzhak Gadre, Gabriel Ilharco, Alex Fang, Jonathan Hayase, Georgios Smyrnis, Thao Nguyen, Ryan Marten, Mitchell Wortsman, Dhruba Ghosh, Jieyu Zhang, Eyal Orgad, Rahim Entezari, Giannis Daras, Sarah Pratt, Vivek Ramanujan, Yonatan Bitton, Kalyani Marathe, Stephen Mussmann, Richard Vencu, Mehdi Cherti, Ranjay Krishna, Pang Wei Koh, Olga Saukh, Alexander Ratner, Shuran Song, Hannaneh Hajishirzi, Ali Farhadi, Romain Beaumont, Sewoong Oh, Alex Dimakis, Jenia Jitsev, Yair Carmon, Vaishaal Shankar, Ludwig Schmidt

2304.14108

Web-Scale Training for Face Identification

Yaniv Taigman, Ming Yang, Marc'Aurelio Ranzato, Lior Wolf

1406.5266

Open-vocabulary Queryable Scene Representations for Real World Planning

Boyuan Chen, Fei Xia, Brian Ichter, Kanishka Rao, Keerthana Gopalakrishnan, Michael S. Ryoo, Austin Stone, Daniel Kappler

2209.09874

Learning Category-Specific Mesh Reconstruction from Image Collections

Angjoo Kanazawa, Shubham Tulsiani, Alexei A. Efros, Jitendra Malik

1803.07549

Convolutional Image Captioning

Jyoti Aneja, Aditya Deshpande, Alexander Schwing

1711.09151

Shape Prior Deformation for Categorical 6D Object Pose and Size Estimation

Meng Tian, Marcelo H Ang, Gim Hee Lee

2007.08454

Beyond Gaussian Pyramid: Multi-skip Feature Stacking for Action Recognition

Zhenzhong Lan, Ming Lin, Xuanchong Li, Alexander G. Hauptmann, Bhiksha Raj

1411.6660

Towards A Proactive ML Approach for Detecting Backdoor Poison Samples

Xiangyu Qi, Tinghao Xie, Jiachen T. Wang, Tong Wu, Saeed Mahloujifar, Prateek Mittal

2205.13616

SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering

Bo Liu, Li-Ming Zhan, Li Xu, Lin Ma, Yan Yang, Xiao-Ming Wu

2102.09542

Neural Modular Control for Embodied Question Answering

Abhishek Das, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra

1810.11181

Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning

Jishnu Mukhoti, Tsung-Yu Lin, Omid Poursaeed, Rui Wang, Ashish Shah, Philip H. S. Torr, Ser-Nam Lim

2212.04994

FireCaffe: near-linear acceleration of deep neural network training on compute clusters

Forrest N. Iandola, Khalid Ashraf, Matthew W. Moskewicz, Kurt Keutzer

1511.00175

DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning

Enze Xie, Lewei Yao, Han Shi, Zhili Liu, Daquan Zhou, Zhaoqiang Liu, Jiawei Li, Zhenguo Li

2304.06648

Bag of Tricks for Image Classification with Convolutional Neural Networks

Tong He, Zhi Zhang, Hang Zhang, Zhongyue Zhang, Junyuan Xie, Mu Li

1812.01187

GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions

Chenfei Wu, Lun Huang, Qianxi Zhang, Binyang Li, Lei Ji, Fan Yang, Guillermo Sapiro, Nan Duan

2104.14806

VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding

Hu Xu, Gargi Ghosh, Po-Yao Huang, Dmytro Okhonko, Armen Aghajanyan, Florian Metze, Luke Zettlemoyer, Christoph Feichtenhofer

2109.14084

Implicit Neural Representations with Periodic Activation Functions

Vincent Sitzmann, Julien N. P. Martel, Alexander W. Bergman, David B. Lindell, Gordon Wetzstein

2006.09661

One-Shot Generative Domain Adaptation

Ceyuan Yang, Yujun Shen, Zhiyi Zhang, Yinghao Xu, Jiapeng Zhu, Zhirong Wu, Bolei Zhou

2111.09876

FCOS: Fully Convolutional One-Stage Object Detection

Zhi Tian, Chunhua Shen, Hao Chen, Tong He

1904.01355

CLIP-It! Language-Guided Video Summarization

Medhini Narasimhan, Anna Rohrbach, Trevor Darrell

2107.00650

Once-for-All: Train One Network and Specialize it for Efficient Deployment

Han Cai, Chuang Gan, Tianzhe Wang, Zhekai Zhang, Song Han

1908.09791

Rethinking Spatial Dimensions of Vision Transformers

Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Junsuk Choe, Seong Joon Oh

2103.16302

Real-World Robot Learning with Masked Visual Pre-training

Ilija Radosavovic, Tete Xiao, Stephen James, Pieter Abbeel, Jitendra Malik, Trevor Darrell

2210.03109

Scan2CAD: Learning CAD Model Alignment in RGB-D Scans

Armen Avetisyan, Manuel Dahnert, Angela Dai, Manolis Savva, Angel X. Chang, Matthias Nießner

1811.11187

Grounding Referring Expressions in Images by Variational Context

Hanwang Zhang, Yulei Niu, Shih-Fu Chang

1712.01892

Multi-view Adversarial Discriminator: Mine the Non-causal Factors for Object Detection in Unseen Domains

Mingjun Xu, Lingyun Qin, Weijie Chen, Shiliang Pu, Lei Zhang

2304.02950

Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward

Ruohong Zhang, Liangke Gui, Zhiqing Sun, Yihao Feng, Keyang Xu, Yuanhan Zhang, Di Fu, Chunyuan Li, Alexander Hauptmann, Yonatan Bisk, Yiming Yang

2404.01258

SEGCloud: Semantic Segmentation of 3D Point Clouds

Lyne P. Tchapmi, Christopher B. Choy, Iro Armeni, JunYoung Gwak, Silvio Savarese

1710.07563

Self-produced Guidance for Weakly-supervised Object Localization

Xiaolin Zhang, Yunchao Wei, Guoliang Kang, Yi Yang, Thomas Huang

1807.08902

Conditional Probability Models for Deep Image Compression

Fabian Mentzer, Eirikur Agustsson, Michael Tschannen, Radu Timofte, Luc Van Gool

1801.04260

VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions

Oytun Ulutan, A S M Iftekhar, B. S. Manjunath

2003.05541

Learning joint reconstruction of hands and manipulated objects

Yana Hasson, Gül Varol, Dimitrios Tzionas, Igor Kalevatykh, Michael J. Black, Ivan Laptev, Cordelia Schmid

1904.05767

VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models

Haodong Duan, Xinyu Fang, Junming Yang, Xiangyu Zhao, Zerun Ma, Yuxuan Qiao, Mo Li, Tianhao Liang, Lin Zhu, Amit Agarwal, Xiaozhe Li, Shengyuan Ding, Jiazi Bu, Ziyu Liu, Zhangyang Qi, Yifei Li, Yuhang Zang, Zhe Chen, Lin Chen, Yuan Liu, Yubo Ma, Hailong Sun, Yifan Zhang, Shiyin Lu, Tack Hwa Wong, Weiyun Wang, Peiheng Zhou, Chaoyou Fu, Junbo Cui, Jixuan Chen, Enxin Song, Song Mao, Junming Lin, Xilin Wei, Jinsong Li, Zeyi Sun, Zhaowei Wang, Zicheng Zhang, Xiaoyi Dong, Junjun He, Pan Zhang, Jiaqi Wang, Dahua Lin, Kai Chen

2407.11691

FasterSeg: Searching for Faster Real-time Semantic Segmentation

Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

1912.10917

I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models

Shiwei Zhang, Jiayu Wang, Yingya Zhang, Kang Zhao, Hangjie Yuan, Zhiwu Qin, Xiang Wang, Deli Zhao, Jingren Zhou

2311.04145

AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates

Ning Liu, Xiaolong Ma, Zhiyuan Xu, Yanzhi Wang, Jian Tang, Jieping Ye

1907.03141

CMT: Convolutional Neural Networks Meet Vision Transformers

Jianyuan Guo, Kai Han, Han Wu, Yehui Tang, Xinghao Chen, Yunhe Wang, Chang Xu

2107.06263

Learning to Act by Predicting the Future

Alexey Dosovitskiy, Vladlen Koltun

1611.01779

Simple Baseline for Visual Question Answering

Bolei Zhou, Yuandong Tian, Sainbayar Sukhbaatar, Arthur Szlam, Rob Fergus

1512.02167

DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection

Ruben Tolosana, Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales, Javier Ortega-Garcia

2001.00179

PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images

Yingfei Liu, Junjie Yan, Fan Jia, Shuailin Li, Aqi Gao, Tiancai Wang, Xiangyu Zhang, Jian Sun

2206.01256

Submanifold Sparse Convolutional Networks

Benjamin Graham, Laurens van der Maaten

1706.01307

Naver at ActivityNet Challenge 2019 -- Task B Active Speaker Detection (AVA)

Joon Son Chung

1906.10555

Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks

Yuan Yuan, Siyuan Liu, Jiawei Zhang, Yongbing Zhang, Chao Dong, Liang Lin

1809.00437

MarrNet: 3D Shape Reconstruction via 2.5D Sketches

Jiajun Wu, Yifan Wang, Tianfan Xue, Xingyuan Sun, William T Freeman, Joshua B Tenenbaum

1711.03129

BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing

Dongxu Li, Junnan Li, Steven C. H. Hoi

2305.14720

Overcoming Language Priors in Visual Question Answering with Adversarial Regularization

Sainandan Ramakrishnan, Aishwarya Agrawal, Stefan Lee

1810.03649

EfficientNetV2: Smaller Models and Faster Training

Mingxing Tan, Quoc V. Le

2104.00298

Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation

Guolei Sun, Wenguan Wang, Jifeng Dai, Luc Van Gool

2007.01947

LSQ+: Improving low-bit quantization through learnable offsets and better initialization

Yash Bhalgat, Jinwon Lee, Markus Nagel, Tijmen Blankevoort, Nojun Kwak

2004.09576

TAG: Boosting Text-VQA via Text-aware Visual Question-answer Generation

Jun Wang, Mingfei Gao, Yuqian Hu, Ramprasaath R. Selvaraju, Chetan Ramaiah, Ran Xu, Joseph F. JaJa, Larry S. Davis

2208.01813

Graph-Based Global Reasoning Networks

Yunpeng Chen, Marcus Rohrbach, Zhicheng Yan, Shuicheng Yan, Jiashi Feng, Yannis Kalantidis

1811.12814

MoViNets: Mobile Video Networks for Efficient Video Recognition

Dan Kondratyuk, Liangzhe Yuan, Yandong Li, Li Zhang, Mingxing Tan, Matthew Brown, Boqing Gong

2103.11511

Decoupling Features in Hierarchical Propagation for Video Object Segmentation

Zongxin Yang, Yi Yang

2210.09782

Memory-Efficient Implementation of DenseNets

Geoff Pleiss, Danlu Chen, Gao Huang, Tongcheng Li, Laurens van der Maaten, Kilian Q. Weinberger

1707.06990

Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts

Levent Karacan, Zeynep Akata, Aykut Erdem, Erkut Erdem

1612.00215

Attention for Fine-Grained Categorization

Pierre Sermanet, Andrea Frome, Esteban Real

1412.7054

Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours

Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu

1904.02877

Context-Aware Visual Policy Network for Sequence-Level Image Captioning

Daqing Liu, Zheng-Jun Zha, Hanwang Zhang, Yongdong Zhang, Feng Wu

1808.05864

Real-Time Seamless Single Shot 6D Object Pose Prediction

Bugra Tekin, Sudipta N. Sinha, Pascal Fua

1711.08848

Score-based diffusion models for accelerated MRI

Hyungjin Chung, Jong Chul Ye

2110.05243

Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon

Xin Dong, Shangyu Chen, Sinno Jialin Pan

1705.07565

Video Action Transformer Network

Rohit Girdhar, João Carreira, Carl Doersch, Andrew Zisserman

1812.02707

A Fourier Perspective on Model Robustness in Computer Vision

Dong Yin, Raphael Gontijo Lopes, Jonathon Shlens, Ekin D. Cubuk, Justin Gilmer

1906.08988

PaliGemma: A versatile 3B VLM for transfer

Lucas Beyer, Andreas Steiner, André Susano Pinto, Alexander Kolesnikov, Xiao Wang, Daniel Salz, Maxim Neumann, Ibrahim Alabdulmohsin, Michael Tschannen, Emanuele Bugliarello, Thomas Unterthiner, Daniel Keysers, Skanda Koppula, Fangyu Liu, Adam Grycner, Alexey Gritsenko, Neil Houlsby, Manoj Kumar, Keran Rong, Julian Eisenschlos, Rishabh Kabra, Matthias Bauer, Matko Bošnjak, Xi Chen, Matthias Minderer, Paul Voigtlaender, Ioana Bica, Ivana Balazevic, Joan Puigcerver, Pinelopi Papalampidi, Olivier Henaff, Xi Xiong, Radu Soricut, Jeremiah Harmsen, Xiaohua Zhai

2407.07726

The Importance of Skip Connections in Biomedical Image Segmentation

Michal Drozdzal, Eugene Vorontsov, Gabriel Chartrand, Samuel Kadoury, Chris Pal

1608.04117

Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop

Yin Cui, Feng Zhou, Yuanqing Lin, Serge Belongie

1512.05227

Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions

Hyeongseok Son, Junyong Lee, Sunghyun Cho, Seungyong Lee

2108.09108

SparseDFF: Sparse-View Feature Distillation for One-Shot Dexterous Manipulation

Qianxu Wang, Haotong Zhang, Congyue Deng, Yang You, Hao Dong, Yixin Zhu, Leonidas Guibas

2310.16838

Skeleton based action recognition using translation-scale invariant image mapping and multi-scale deep cnn

Bo Li, Mingyi He, Xuelian Cheng, Yucheng Chen, Yuchao Dai

1704.05645

Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules

Daniel Ho, Eric Liang, Ion Stoica, Pieter Abbeel, Xi Chen

1905.05393

iPiano: Inertial Proximal Algorithm for Non-Convex Optimization

Peter Ochs, Yunjin Chen, Thomas Brox, Thomas Pock

1404.4805

Foreground-aware Image Inpainting

Wei Xiong, Jiahui Yu, Zhe Lin, Jimei Yang, Xin Lu, Connelly Barnes, Jiebo Luo

1901.05945

DreamLLM: Synergistic Multimodal Comprehension and Creation

Runpei Dong, Chunrui Han, Yuang Peng, Zekun Qi, Zheng Ge, Jinrong Yang, Liang Zhao, Jianjian Sun, Hongyu Zhou, Haoran Wei, Xiangwen Kong, Xiangyu Zhang, Kaisheng Ma, Li Yi

2309.11499

MVSNet: Depth Inference for Unstructured Multi-view Stereo

Yao Yao, Zixin Luo, Shiwei Li, Tian Fang, Long Quan

1804.02505

AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions

Chunhui Gu, Chen Sun, David A. Ross, Carl Vondrick, Caroline Pantofaru, Yeqing Li, Sudheendra Vijayanarasimhan, George Toderici, Susanna Ricco, Rahul Sukthankar, Cordelia Schmid, Jitendra Malik

1705.08421

FVQA: Fact-based Visual Question Answering

Peng Wang, Qi Wu, Chunhua Shen, Anton van den Hengel, Anthony Dick

1606.05433

MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis

Tianhong Li, Huiwen Chang, Shlok Kumar Mishra, Han Zhang, Dina Katabi, Dilip Krishnan

2211.09117

ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation

Yuxiang Wei, Yabo Zhang, Zhilong Ji, Jinfeng Bai, Lei Zhang, Wangmeng Zuo

2302.13848

Object Detection in Videos with Tubelet Proposal Networks

Kai Kang, Hongsheng Li, Tong Xiao, Wanli Ouyang, Junjie Yan, Xihui Liu, Xiaogang Wang

1702.06355

FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search

Xiangxiang Chu, Bo Zhang, Ruijun Xu

1907.01845

Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving

Jiwoong Choi, Dayoung Chun, Hyun Kim, Hyuk-Jae Lee

1904.04620

ModelScope Text-to-Video Technical Report

Jiuniu Wang, Hangjie Yuan, Dayou Chen, Yingya Zhang, Xiang Wang, Shiwei Zhang

2308.06571

Learning Customized Visual Models with Retrieval-Augmented Knowledge

Haotian Liu, Kilho Son, Jianwei Yang, Ce Liu, Jianfeng Gao, Yong Jae Lee, Chunyuan Li

2301.07094

HybridPose: 6D Object Pose Estimation under Hybrid Representations

Chen Song, Jiaru Song, Qixing Huang

2001.01869

Deep Clustering for Unsupervised Learning of Visual Features

Mathilde Caron, Piotr Bojanowski, Armand Joulin, Matthijs Douze

1807.05520

Bayesian Bits: Unifying Quantization and Pruning

Mart van Baalen, Christos Louizos, Markus Nagel, Rana Ali Amjad, Ying Wang, Tijmen Blankevoort, Max Welling

2005.07093

Analyzing the Performance of Multilayer Neural Networks for Object Recognition

Pulkit Agrawal, Ross Girshick, Jitendra Malik

1407.1610

Learning to Weight Samples for Dynamic Early-exiting Networks

Yizeng Han, Yifan Pu, Zihang Lai, Chaofei Wang, Shiji Song, Junfen Cao, Wenhui Huang, Chao Deng, Gao Huang

2209.08310

4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks

Christopher Choy, JunYoung Gwak, Silvio Savarese

1904.08755

Instance-Specific Feature Propagation for Referring Segmentation

Chang Liu, Xudong Jiang, Henghui Ding

2204.12109

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia, Margret Keuper, Alexey Dosovitskiy, Thomas Brox

1612.01925

Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs

Ling Yang, Zhaochen Yu, Chenlin Meng, Minkai Xu, Stefano Ermon, Bin Cui

2401.11708

Unified Vision and Language Prompt Learning

Yuhang Zang, Wei Li, Kaiyang Zhou, Chen Huang, Chen Change Loy

2210.07225

Investigating Prompt Engineering in Diffusion Models

Sam Witteveen, Martin Andrews

2211.15462

GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation

Yu Deng, Jiaolong Yang, Jianfeng Xiang, Xin Tong

2112.08867

Neural Prompt Search

Yuanhan Zhang, Kaiyang Zhou, Ziwei Liu

2206.04673

DeepStory: Video Story QA by Deep Embedded Memory Networks

Kyung-Min Kim, Min-Oh Heo, Seong-Ho Choi, Byoung-Tak Zhang

1707.00836

WHAM: Reconstructing World-grounded Humans with Accurate 3D Motion

Soyong Shin, Juyong Kim, Eni Halilaj, Michael J. Black

2312.07531

StyleGAN-Human: A Data-Centric Odyssey of Human Generation

Jianglin Fu, Shikai Li, Yuming Jiang, Kwan-Yee Lin, Chen Qian, Chen Change Loy, Wayne Wu, Ziwei Liu

2204.11823

3D Semantic Segmentation with Submanifold Sparse Convolutional Networks

Benjamin Graham, Martin Engelcke, Laurens van der Maaten

1711.10275

Dense Human Body Correspondences Using Convolutional Networks

Lingyu Wei, Qixing Huang, Duygu Ceylan, Etienne Vouga, Hao Li

1511.05904

MaskFusion: Real-Time Recognition, Tracking and Reconstruction of Multiple Moving Objects

Martin Rünz, Maud Buffier, Lourdes Agapito

1804.09194

DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting

Yongming Rao, Wenliang Zhao, Guangyi Chen, Yansong Tang, Zheng Zhu, Guan Huang, Jie Zhou, Jiwen Lu

2112.01518

G2L-Net: Global to Local Network for Real-time 6D Pose Estimation with Embedding Vector Features

Wei Chen, Xi Jia, Hyung Jin Chang, Jinming Duan, Ales Leonardis

2003.11089

Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals

Shanxin Yuan, Guillermo Garcia-Hernando, Bjorn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis Argyros, Tae-Kyun Kim

1712.03917

Bootstrapped Masked Autoencoders for Vision BERT Pretraining

Xiaoyi Dong, Jianmin Bao, Ting Zhang, Dongdong Chen, Weiming Zhang, Lu Yuan, Dong Chen, Fang Wen, Nenghai Yu

2207.07116

FocusDiffuser: Perceiving Local Disparities for Camouflaged Object Detection

Jianwei Zhao, Xin Li, Fan Yang, Qiang Zhai, Ao Luo, Zicheng Jiao, Hong Cheng

2407.13133

Sound-Guided Semantic Image Manipulation

Seung Hyun Lee, Wonseok Roh, Wonmin Byeon, Sang Ho Yoon, Chan Young Kim, Jinkyu Kim, Sangpil Kim

2112.00007

Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos

Suman Saha, Gurkirt Singh, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin

1608.01529

Action Recognition using Visual Attention

Shikhar Sharma, Ryan Kiros, Ruslan Salakhutdinov

1511.04119

Compressing Convolutional Neural Networks

Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen

1506.04449

Metric Learning for Adversarial Robustness

Chengzhi Mao, Ziyuan Zhong, Junfeng Yang, Carl Vondrick, Baishakhi Ray

1909.00900

SceneNet RGB-D: 5M Photorealistic Images of Synthetic Indoor Trajectories with Ground Truth

John McCormac, Ankur Handa, Stefan Leutenegger, Andrew J. Davison

1612.05079

GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose

Zhichao Yin, Jianping Shi

1803.02276

Long-Short Transformer: Efficient Transformers for Language and Vision

Chen Zhu, Wei Ping, Chaowei Xiao, Mohammad Shoeybi, Tom Goldstein, Anima Anandkumar, Bryan Catanzaro

2107.02192

Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning

Weicong Liang, Yuhui Yuan, Henghui Ding, Xiao Luo, Weihong Lin, Ding Jia, Zheng Zhang, Chao Zhang, Han Hu

2210.01035

Warped Convolutions: Efficient Invariance to Spatial Transformations

João F. Henriques, Andrea Vedaldi

1609.04382

Flow Contrastive Estimation of Energy-Based Models

Ruiqi Gao, Erik Nijkamp, Diederik P. Kingma, Zhen Xu, Andrew M. Dai, Ying Nian Wu

1912.00589

Deep Layer Aggregation

Fisher Yu, Dequan Wang, Evan Shelhamer, Trevor Darrell

1707.06484

iCaRL: Incremental Classifier and Representation Learning

Sylvestre-Alvise Rebuffi, Alexander Kolesnikov, Georg Sperl, Christoph H. Lampert

1611.07725

Learning to Fly by Crashing

Dhiraj Gandhi, Lerrel Pinto, Abhinav Gupta

1704.05588

Speaker-Follower Models for Vision-and-Language Navigation

Daniel Fried, Ronghang Hu, Volkan Cirik, Anna Rohrbach, Jacob Andreas, Louis-Philippe Morency, Taylor Berg-Kirkpatrick, Kate Saenko, Dan Klein, Trevor Darrell

1806.02724

SurfelWarp: Efficient Non-Volumetric Single View Dynamic Reconstruction

Wei Gao, Russ Tedrake

1904.13073

Structural-RNN: Deep Learning on Spatio-Temporal Graphs

Ashesh Jain, Amir R. Zamir, Silvio Savarese, Ashutosh Saxena

1511.05298

Emotion Recognition in Speech using Cross-Modal Transfer in the Wild

Samuel Albanie, Arsha Nagrani, Andrea Vedaldi, Andrew Zisserman

1808.05561

Learning Residual Images for Face Attribute Manipulation

Wei Shen, Rujie Liu

1612.05363

CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning

Yuxin Peng, Jinwei Qi, Yuxin Yuan

1710.05106

Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-Identification

Long Chen, Haizhou Ai, Zijie Zhuang, Chong Shang

1809.04427

Deep Tracking: Seeing Beyond Seeing Using Recurrent Neural Networks

Peter Ondruska, Ingmar Posner

1602.00991

What's Cookin'? Interpreting Cooking Videos using Text, Speech and Vision

Jonathan Malmaud, Jonathan Huang, Vivek Rathod, Nick Johnston, Andrew Rabinovich, Kevin Murphy

1503.01558

Fast Edge Detection Using Structured Forests

Piotr Dollár, C. Lawrence Zitnick

1406.5549

Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning

Tianlong Chen, Sijia Liu, Shiyu Chang, Yu Cheng, Lisa Amini, Zhangyang Wang

2003.12862

SAM 2: Segment Anything in Images and Videos

Nikhila Ravi, Valentin Gabeur, Yuan-Ting Hu, Ronghang Hu, Chaitanya Ryali, Tengyu Ma, Haitham Khedr, Roman Rädle, Chloe Rolland, Laura Gustafson, Eric Mintun, Junting Pan, Kalyan Vasudev Alwala, Nicolas Carion, Chao-Yuan Wu, Ross Girshick, Piotr Dollár, Christoph Feichtenhofer

2408.00714

VirTex: Learning Visual Representations from Textual Annotations

Karan Desai, Justin Johnson

2006.06666

BAE-NET: Branched Autoencoder for Shape Co-Segmentation

Zhiqin Chen, Kangxue Yin, Matthew Fisher, Siddhartha Chaudhuri, Hao Zhang

1903.11228

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Feng Li, Renrui Zhang, Hao Zhang, Yuanhan Zhang, Bo Li, Wei Li, Zejun Ma, Chunyuan Li

2407.07895

Debiasing Vision-Language Models via Biased Prompts

Ching-Yao Chuang, Varun Jampani, Yuanzhen Li, Antonio Torralba, Stefanie Jegelka

2302.00070

Neural Network Encapsulation

Hongyang Li, Xiaoyang Guo, Bo Dai, Wanli Ouyang, Xiaogang Wang

1808.03749

Density Modeling of Images using a Generalized Normalization Transformation

Johannes Ballé, Valero Laparra, Eero P. Simoncelli

1511.06281

Training Diffusion Models with Reinforcement Learning

Kevin Black, Michael Janner, Yilun Du, Ilya Kostrikov, Sergey Levine

2305.13301

Towards Online Domain Adaptive Object Detection

Vibashan VS, Poojan Oza, Vishal M. Patel

2204.05289

MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation

Benlin Liu, Yongming Rao, Jiwen Lu, Jie Zhou, Cho-jui Hsieh

2008.12094

ActBERT: Learning Global-Local Video-Text Representations

Linchao Zhu, Yi Yang

2011.07231

Generalization in Dexterous Manipulation via Geometry-Aware Multi-Task Learning

Wenlong Huang, Igor Mordatch, Pieter Abbeel, Deepak Pathak

2111.03062

End-to-End Multimodal Emotion Recognition using Deep Neural Networks

Panagiotis Tzirakis, George Trigeorgis, Mihalis A. Nicolaou, Björn Schuller, Stefanos Zafeiriou

1704.08619

Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering

Yuxuan Zhang, Wenzheng Chen, Huan Ling, Jun Gao, Yinan Zhang, Antonio Torralba, Sanja Fidler

2010.09125

Adversarial Patch

Tom B. Brown, Dandelion Mané, Aurko Roy, Martín Abadi, Justin Gilmer

1712.09665

Learning a Deep Embedding Model for Zero-Shot Learning

Li Zhang, Tao Xiang, Shaogang Gong

1611.05088

MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection

Cheng Zhang, Tai-Yu Pan, Yandong Li, Hexiang Hu, Dong Xuan, Soravit Changpinyo, Boqing Gong, Wei-Lun Chao

2102.08884

LIFT: Learned Invariant Feature Transform

Kwang Moo Yi, Eduard Trulls, Vincent Lepetit, Pascal Fua

1603.09114

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities

Enneng Yang, Li Shen, Guibing Guo, Xingwei Wang, Xiaochun Cao, Jie Zhang, Dacheng Tao

2408.07666

Diffusion Models: A Comprehensive Survey of Methods and Applications

Ling Yang, Zhilong Zhang, Yang Song, Shenda Hong, Runsheng Xu, Yue Zhao, Wentao Zhang, Bin Cui, Ming-Hsuan Yang

2209.00796

HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields

Keunhong Park, Utkarsh Sinha, Peter Hedman, Jonathan T. Barron, Sofien Bouaziz, Dan B Goldman, Ricardo Martin-Brualla, Steven M. Seitz

2106.13228

Building Cooperative Embodied Agents Modularly with Large Language Models

Hongxin Zhang, Weihua Du, Jiaming Shan, Qinhong Zhou, Yilun Du, Joshua B. Tenenbaum, Tianmin Shu, Chuang Gan

2307.02485

Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning

Lili Yu, Bowen Shi, Ramakanth Pasunuru, Benjamin Muller, Olga Golovneva, Tianlu Wang, Arun Babu, Binh Tang, Brian Karrer, Shelly Sheynin, Candace Ross, Adam Polyak, Russell Howes, Vasu Sharma, Puxin Xu, Hovhannes Tamoyan, Oron Ashual, Uriel Singer, Shang-Wen Li, Susan Zhang, Richard James, Gargi Ghosh, Yaniv Taigman, Maryam Fazel-Zarandi, Asli Celikyilmaz, Luke Zettlemoyer, Armen Aghajanyan

2309.02591

Visual Attribute Transfer through Deep Image Analogy

Jing Liao, Yuan Yao, Lu Yuan, Gang Hua, Sing Bing Kang

1705.01088

Cross-task weakly supervised learning from instructional videos

Dimitri Zhukov, Jean-Baptiste Alayrac, Ramazan Gokberk Cinbis, David Fouhey, Ivan Laptev, Josef Sivic

1903.08225

Implicit Motion Handling for Video Camouflaged Object Detection

Xuelian Cheng, Huan Xiong, Deng-Ping Fan, Yiran Zhong, Mehrtash Harandi, Tom Drummond, Zongyuan Ge

2203.07363

ContextNet: Exploring Context and Detail for Semantic Segmentation in Real-time

Rudra P K Poudel, Ujwal Bonde, Stephan Liwicki, Christopher Zach

1805.04554

Mask Encoding for Single Shot Instance Segmentation

Rufeng Zhang, Zhi Tian, Chunhua Shen, Mingyu You, Youliang Yan

2003.11712

Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment

Li Ding, Chenliang Xu

1803.10699

Visual Object Networks: Image Generation with Disentangled 3D Representation

Jun-Yan Zhu, Zhoutong Zhang, Chengkai Zhang, Jiajun Wu, Antonio Torralba, Joshua B. Tenenbaum, William T. Freeman

1812.02725

The 2019 DAVIS Challenge on VOS: Unsupervised Multi-Object Segmentation

Sergi Caelles, Jordi Pont-Tuset, Federico Perazzi, Alberto Montes, Kevis-Kokitsi Maninis, Luc Van Gool

1905.00737

Hand-Object Contact Consistency Reasoning for Human Grasps Generation

Hanwen Jiang, Shaowei Liu, Jiashun Wang, Xiaolong Wang

2104.03304

Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models

Roman Klokov, Victor Lempitsky

1704.01222

SceneDreamer: Unbounded 3D Scene Generation from 2D Image Collections

Zhaoxi Chen, Guangcong Wang, Ziwei Liu

2302.01330

BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection

Junjie Huang, Guan Huang

2203.17054

DiffRF: Rendering-Guided 3D Radiance Field Diffusion

Norman Müller, Yawar Siddiqui, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Matthias Nießner

2212.01206

FreeNeRF: Improving Few-shot Neural Rendering with Free Frequency Regularization

Jiawei Yang, Marco Pavone, Yue Wang

2303.07418

AdderSR: Towards Energy Efficient Image Super-Resolution

Dehua Song, Yunhe Wang, Hanting Chen, Chang Xu, Chunjing Xu, Dacheng Tao

2009.08891

Grounded Language-Image Pre-training

Liunian Harold Li, Pengchuan Zhang, Haotian Zhang, Jianwei Yang, Chunyuan Li, Yiwu Zhong, Lijuan Wang, Lu Yuan, Lei Zhang, Jenq-Neng Hwang, Kai-Wei Chang, Jianfeng Gao

2112.03857

A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis

Xingang Pan, Xudong Xu, Chen Change Loy, Christian Theobalt, Bo Dai

2110.15678

Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?

Kensho Hara, Hirokatsu Kataoka, Yutaka Satoh

1711.09577

EgoTaskQA: Understanding Human Tasks in Egocentric Videos

Baoxiong Jia, Ting Lei, Song-Chun Zhu, Siyuan Huang

2210.03929

pixelNeRF: Neural Radiance Fields from One or Few Images

Alex Yu, Vickie Ye, Matthew Tancik, Angjoo Kanazawa

2012.02190

Side Adapter Network for Open-Vocabulary Semantic Segmentation

Mengde Xu, Zheng Zhang, Fangyun Wei, Han Hu, Xiang Bai

2302.12242

VideoLLM: Modeling Video Sequence with Large Language Models

Guo Chen, Yin-Dong Zheng, Jiahao Wang, Jilan Xu, Yifei Huang, Junting Pan, Yi Wang, Yali Wang, Yu Qiao, Tong Lu, Limin Wang

2305.13292

StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation

Umut Kocasari, Alara Dirik, Mert Tiftikci, Pinar Yanardag

2112.08493

Low-Shot Learning from Imaginary Data

Yu-Xiong Wang, Ross Girshick, Martial Hebert, Bharath Hariharan

1801.05401

AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results

Andreas Lugmayr, Martin Danelljan, Radu Timofte, Manuel Fritsche, Shuhang Gu, Kuldeep Purohit, Praveen Kandula, Maitreya Suin, A N Rajagopalan, Nam Hyung Joon, Yu Seung Won, Guisik Kim, Dokyeong Kwon, Chih-Chung Hsu, Chia-Hsiang Lin, Yuanfei Huang, Xiaopeng Sun, Wen Lu, Jie Li, Xinbo Gao, Sefi Bell-Kligler

1911.07783

Affordances from Human Videos as a Versatile Representation for Robotics

Shikhar Bahl, Russell Mendonca, Lili Chen, Unnat Jain, Deepak Pathak

2304.08488

Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring

Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan

2004.05343

Deep Pyramidal Residual Networks

Dongyoon Han, Jiwhan Kim, Junmo Kim

1610.02915

Distinctive 3D local deep descriptors

Fabio Poiesi, Davide Boscaini

2009.00258

DPOD: 6D Pose Object Detector and Refiner

Sergey Zakharov, Ivan Shugurov, Slobodan Ilic

1902.11020

Image Captioning and Visual Question Answering Based on Attributes and External Knowledge

Qi Wu, Chunhua Shen, Anton van den Hengel, Peng Wang, Anthony Dick

1603.02814

F-VLM: Open-Vocabulary Object Detection upon Frozen Vision and Language Models

Weicheng Kuo, Yin Cui, Xiuye Gu, AJ Piergiovanni, Anelia Angelova

2209.15639

Nonlinear 3D Face Morphable Model

Luan Tran, Xiaoming Liu

1804.03786

Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis

Jogendra Nath Kundu, Siddharth Seth, Varun Jampani, Mugalodi Rakesh, R. Venkatesh Babu, Anirban Chakraborty

2004.04400

M3DeTR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers

Tianrui Guan, Jun Wang, Shiyi Lan, Rohan Chandra, Zuxuan Wu, Larry Davis, Dinesh Manocha

2104.11896

Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation

Alexander Kolesnikov, Christoph H. Lampert

1603.06098

How Robust is Google's Bard to Adversarial Image Attacks?

Yinpeng Dong, Huanran Chen, Jiawei Chen, Zhengwei Fang, Xiao Yang, Yichi Zhang, Yu Tian, Hang Su, Jun Zhu

2309.11751

OrcVIO: Object residual constrained Visual-Inertial Odometry

Mo Shan, Vikas Dhiman, Qiaojun Feng, Jinzhao Li, Nikolay Atanasov

2007.15107

Similarity Reasoning and Filtration for Image-Text Matching

Haiwen Diao, Ying Zhang, Lin Ma, Huchuan Lu

2101.01368

PCANet: A Simple Deep Learning Baseline for Image Classification?

Tsung-Han Chan, Kui Jia, Shenghua Gao, Jiwen Lu, Zinan Zeng, Yi Ma

1404.3606

X2Face: A network for controlling face generation by using images, audio, and pose codes

Olivia Wiles, A. Sophia Koepke, Andrew Zisserman

1807.10550

Learning Likelihoods with Conditional Normalizing Flows

Christina Winkler, Daniel Worrall, Emiel Hoogeboom, Max Welling

1912.00042

Image Splicing Localization Using A Multi-Task Fully Convolutional Network (MFCN)

Ronald Salloum, Yuzhuo Ren, C. -C. Jay Kuo

1709.02016

Simple Baselines for Human Pose Estimation and Tracking

Bin Xiao, Haiping Wu, Yichen Wei

1804.06208

Generative Prompt Model for Weakly Supervised Object Localization

Yuzhong Zhao, Qixiang Ye, Weijia Wu, Chunhua Shen, Fang Wan

2307.09756

Depth Estimation via Affinity Learned with Convolutional Spatial Propagation Network

Xinjing Cheng, Peng Wang, Ruigang Yang

1808.00150

PixArt-$α$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Junsong Chen, Jincheng Yu, Chongjian Ge, Lewei Yao, Enze Xie, Yue Wu, Zhongdao Wang, James Kwok, Ping Luo, Huchuan Lu, Zhenguo Li

2310.00426

Unsupervised Pre-training for Temporal Action Localization Tasks

Can Zhang, Tianyu Yang, Junwu Weng, Meng Cao, Jue Wang, Yuexian Zou

2203.13609

One-Shot Neural Architecture Search via Self-Evaluated Template Network

Xuanyi Dong, Yi Yang

1910.05733

Fishing for User Data in Large-Batch Federated Learning via Gradient Magnification

Yuxin Wen, Jonas Geiping, Liam Fowl, Micah Goldblum, Tom Goldstein

2202.00580

Learning Fine-grained Image Similarity with Deep Ranking

Jiang Wang, Yang song, Thomas Leung, Chuck Rosenberg, Jinbin Wang, James Philbin, Bo Chen, Ying Wu

1404.4661

On the surprising similarities between supervised and self-supervised models

Robert Geirhos, Kantharaju Narayanappa, Benjamin Mitzkus, Matthias Bethge, Felix A. Wichmann, Wieland Brendel

2010.08377

Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer

Xinyuan Chen, Chang Xu, Xiaokang Yang, Li Song, Dacheng Tao

1904.02296

HyperInverter: Improving StyleGAN Inversion via Hypernetwork

Tan M. Dinh, Anh Tuan Tran, Rang Nguyen, Binh-Son Hua

2112.00719

AdderNet: Do We Really Need Multiplications in Deep Learning?

Hanting Chen, Yunhe Wang, Chunjing Xu, Boxin Shi, Chao Xu, Qi Tian, Chang Xu

1912.13200

Detail Preserved Point Cloud Completion via Separated Feature Aggregation

Wenxiao Zhang, Qingan Yan, Chunxia Xiao

2007.02374

Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network

Zizhao Zhang, Lin Yang, Yefeng Zheng

1802.09655

Guided Image Generation with Conditional Invertible Neural Networks

Lynton Ardizzone, Carsten Lüth, Jakob Kruse, Carsten Rother, Ullrich Köthe

1907.02392

PETR: Position Embedding Transformation for Multi-View 3D Object Detection

Yingfei Liu, Tiancai Wang, Xiangyu Zhang, Jian Sun

2203.05625

Multi-Stage Progressive Image Restoration

Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao

2102.02808

ImVoteNet: Boosting 3D Object Detection in Point Clouds with Image Votes

Charles R. Qi, Xinlei Chen, Or Litany, Leonidas J. Guibas

2001.10692

Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields

Jonathan T. Barron, Ben Mildenhall, Dor Verbin, Pratul P. Srinivasan, Peter Hedman

2111.12077

Multi-Grained Vision Language Pre-Training: Aligning Texts with Visual Concepts

Yan Zeng, Xinsong Zhang, Hang Li

2111.08276

TEXTure: Text-Guided Texturing of 3D Shapes

Elad Richardson, Gal Metzer, Yuval Alaluf, Raja Giryes, Daniel Cohen-Or

2302.01721

Fast and Robust Registration of Partially Overlapping Point Clouds

Eduardo Arnold, Sajjad Mozaffari, Mehrdad Dianati

2112.09922

Deep Depth Completion of a Single RGB-D Image

Yinda Zhang, Thomas Funkhouser

1803.09326

Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification

Yongxi Lu, Abhishek Kumar, Shuangfei Zhai, Yu Cheng, Tara Javidi, Rogerio Feris

1611.05377

ActionFormer: Localizing Moments of Actions with Transformers

Chenlin Zhang, Jianxin Wu, Yin Li

2202.07925

MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning

Haozhe Zhao, Zefan Cai, Shuzheng Si, Xiaojian Ma, Kaikai An, Liang Chen, Zixuan Liu, Sheng Wang, Wenjuan Han, Baobao Chang

2309.07915

Gradient Centralization: A New Optimization Technique for Deep Neural Networks

Hongwei Yong, Jianqiang Huang, Xiansheng Hua, Lei Zhang

2004.01461

Optimizing Prompts for Text-to-Image Generation

Yaru Hao, Zewen Chi, Li Dong, Furu Wei

2212.09611

3D Object Detection and Pose Estimation of Unseen Objects in Color Images with Local Surface Embeddings

Giorgia Pitteri, Aurélie Bugeau, Slobodan Ilic, Vincent Lepetit

2010.04075

Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples

Yingwei Li, Zhuotun Zhu, Yuyin Zhou, Yingda Xia, Wei Shen, Elliot K. Fishman, Alan L. Yuille

2010.16074

Improving Alignment and Robustness with Circuit Breakers

Andy Zou, Long Phan, Justin Wang, Derek Duenas, Maxwell Lin, Maksym Andriushchenko, Rowan Wang, Zico Kolter, Matt Fredrikson, Dan Hendrycks

2406.04313

Convolutional Occupancy Networks

Songyou Peng, Michael Niemeyer, Lars Mescheder, Marc Pollefeys, Andreas Geiger

2003.04618

RegionCLIP: Region-based Language-Image Pretraining

Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao

2112.09106

Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields

Dor Verbin, Peter Hedman, Ben Mildenhall, Todd Zickler, Jonathan T. Barron, Pratul P. Srinivasan

2112.03907

DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better

Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

1908.03826

Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels

Ilya Kostrikov, Denis Yarats, Rob Fergus

2004.13649

Lift, Splat, Shoot: Encoding Images From Arbitrary Camera Rigs by Implicitly Unprojecting to 3D

Jonah Philion, Sanja Fidler

2008.05711

Convolutional Neural Fabrics

Shreyas Saxena, Jakob Verbeek

1606.02492

Collaborative Visual Navigation

Haiyang Wang, Wenguan Wang, Xizhou Zhu, Jifeng Dai, Liwei Wang

2107.01151

Recurrent Attentional Reinforcement Learning for Multi-label Image Recognition

Tianshui Chen, Zhouxia Wang, Guanbin Li, Liang Lin

1712.07465

Unsupervised Adaptive Re-identification in Open World Dynamic Camera Networks

Rameswar Panda, Amran Bhuiyan, Vittorio Murino, Amit K. Roy-Chowdhury

1706.03112

Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning

Shizhe Chen, Yida Zhao, Qin Jin, Qi Wu

2003.00392

Latent Variable Models for Visual Question Answering

Zixu Wang, Yishu Miao, Lucia Specia

2101.06399

MoDeep: A Deep Learning Framework Using Motion Features for Human Pose Estimation

Arjun Jain, Jonathan Tompson, Yann LeCun, Christoph Bregler

1409.7963

QuaterNet: A Quaternion-based Recurrent Model for Human Motion

Dario Pavllo, David Grangier, Michael Auli

1805.06485

Gradient Descent Learns One-hidden-layer CNN: Don't be Afraid of Spurious Local Minima

Simon S. Du, Jason D. Lee, Yuandong Tian, Barnabas Poczos, Aarti Singh

1712.00779

Learning to Estimate Pose and Shape of Hand-Held Objects from RGB Images

Mia Kokic, Danica Kragic, Jeannette Bohg

1903.03340

Generative Tweening: Long-term Inbetweening of 3D Human Motions

Yi Zhou, Jingwan Lu, Connelly Barnes, Jimei Yang, Sitao Xiang, Hao li

2005.08891

Recover and Identify: A Generative Dual Model for Cross-Resolution Person Re-Identification

Yu-Jhe Li, Yun-Chun Chen, Yen-Yu Lin, Xiaofei Du, Yu-Chiang Frank Wang

1908.06052

DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Zijie J. Wang, Evan Montoya, David Munechika, Haoyang Yang, Benjamin Hoover, Duen Horng Chau

2210.14896

Vision-Guided Quadrupedal Locomotion in the Wild with Multi-Modal Delay Randomization

Chieko Sarah Imai, Minghao Zhang, Yuchen Zhang, Marcin Kierebinski, Ruihan Yang, Yuzhe Qin, Xiaolong Wang

2109.14549

Multi-scale Location-aware Kernel Representation for Object Detection

Hao Wang, Qilong Wang, Mingqi Gao, Peihua Li, Wangmeng Zuo

1804.00428

Towards Segmenting Anything That Moves

Achal Dave, Pavel Tokmakov, Deva Ramanan

1902.03715

Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network

Xinhai Liu, Zhizhong Han, Yu-Shen Liu, Matthias Zwicker

1811.02565

Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection

Vibashan VS, Poojan Oza, Vishal M. Patel

2203.15793

DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer

Joseph Suarez, Justin Johnson, Fei-Fei Li

1803.11361

BirdNet: a 3D Object Detection Framework from LiDAR information

Jorge Beltran, Carlos Guindel, Francisco Miguel Moreno, Daniel Cruzado, Fernando Garcia, Arturo de la Escalera

1805.01195

Reviving Iterative Training with Mask Guidance for Interactive Segmentation

Konstantin Sofiiuk, Ilia A. Petrov, Anton Konushin

2102.06583

Diversity with Cooperation: Ensemble Methods for Few-Shot Classification

Nikita Dvornik, Cordelia Schmid, Julien Mairal

1903.11341

James-Stein Type Center Pixel Weights for Non-Local Means Image Denoising

Yue Wu, Brian Tracey, Joseph P. Noonan

1211.1656

LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Simian Luo, Yiqin Tan, Suraj Patil, Daniel Gu, Patrick von Platen, Apolinário Passos, Longbo Huang, Jian Li, Hang Zhao

2311.05556

Equalization Loss v2: A New Gradient Balance Approach for Long-tailed Object Detection

Jingru Tan, Xin Lu, Gang Zhang, Changqing Yin, Quanquan Li

2012.08548

Efficient Diffusion Training via Min-SNR Weighting Strategy

Tiankai Hang, Shuyang Gu, Chen Li, Jianmin Bao, Dong Chen, Han Hu, Xin Geng, Baining Guo

2303.09556

Absolute Uniqueness of Phase Retrieval with Random Illumination

Albert Fannjiang

1110.5097

Growing Interpretable Part Graphs on ConvNets via Multi-Shot Learning

Quanshi Zhang, Ruiming Cao, Ying Nian Wu, Song-Chun Zhu

1611.04246

WRPN: Wide Reduced-Precision Networks

Asit Mishra, Eriko Nurvitadhi, Jeffrey J Cook, Debbie Marr

1709.01134

DRIT++: Diverse Image-to-Image Translation via Disentangled Representations

Hsin-Ying Lee, Hung-Yu Tseng, Qi Mao, Jia-Bin Huang, Yu-Ding Lu, Maneesh Singh, Ming-Hsuan Yang

1905.01270

ConvMAE: Masked Convolution Meets Masked Autoencoders

Peng Gao, Teli Ma, Hongsheng Li, Ziyi Lin, Jifeng Dai, Yu Qiao

2205.03892

Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory

Xizhou Zhu, Yuntao Chen, Hao Tian, Chenxin Tao, Weijie Su, Chenyu Yang, Gao Huang, Bin Li, Lewei Lu, Xiaogang Wang, Yu Qiao, Zhaoxiang Zhang, Jifeng Dai

2305.17144

DeepLiDAR: Deep Surface Normal Guided Depth Prediction for Outdoor Scene from Sparse LiDAR Data and Single Color Image

Jiaxiong Qiu, Zhaopeng Cui, Yinda Zhang, Xingdi Zhang, Shuaicheng Liu, Bing Zeng, Marc Pollefeys

1812.00488

Opening up Open-World Tracking

Yang Liu, Idil Esen Zulfikar, Jonathon Luiten, Achal Dave, Deva Ramanan, Bastian Leibe, Aljoša Ošep, Laura Leal-Taixé

2104.11221

Attention-based Dropout Layer for Weakly Supervised Object Localization

Junsuk Choe, Hyunjung Shim

1908.10028

An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution

Rosanne Liu, Joel Lehman, Piero Molino, Felipe Petroski Such, Eric Frank, Alex Sergeev, Jason Yosinski

1807.03247

Deep Retinal Image Understanding

Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Pablo Arbeláez, Luc Van Gool

1609.01103

Generalizing to Unseen Domains via Adversarial Data Augmentation

Riccardo Volpi, Hongseok Namkoong, Ozan Sener, John Duchi, Vittorio Murino, Silvio Savarese

1805.12018

Paint by Word

Alex Andonian, Sabrina Osmany, Audrey Cui, YeonHwan Park, Ali Jahanian, Antonio Torralba, David Bau

2103.10951

Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm

Zechun Liu, Baoyuan Wu, Wenhan Luo, Xin Yang, Wei Liu, Kwang-Ting Cheng

1808.00278

Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators

Reinhard Heckel, Mahdi Soltanolkotabi

1910.14634

Rethinking the Hyperparameters for Fine-tuning

Hao Li, Pratik Chaudhari, Hao Yang, Michael Lam, Avinash Ravichandran, Rahul Bhotika, Stefano Soatto

2002.11770

Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion

Ho Kei Cheng, Yu-Wing Tai, Chi-Keung Tang

2103.07941

ORB-SLAM: a Versatile and Accurate Monocular SLAM System

Raul Mur-Artal, J. M. M. Montiel, Juan D. Tardos

1502.00956

Learning Shape Priors for Single-View 3D Completion and Reconstruction

Jiajun Wu, Chengkai Zhang, Xiuming Zhang, Zhoutong Zhang, William T. Freeman, Joshua B. Tenenbaum

1809.05068

Leveraging Frequency Analysis for Deep Fake Image Recognition

Joel Frank, Thorsten Eisenhofer, Lea Schönherr, Asja Fischer, Dorothea Kolossa, Thorsten Holz

2003.08685

Nougat: Neural Optical Understanding for Academic Documents

Lukas Blecher, Guillem Cucurull, Thomas Scialom, Robert Stojnic

2308.13418

Learning From Noisy Large-Scale Datasets With Minimal Supervision

Andreas Veit, Neil Alldrin, Gal Chechik, Ivan Krasin, Abhinav Gupta, Serge Belongie

1701.01619

Unsupervised Object Discovery and Localization in the Wild: Part-based Matching with Bottom-up Region Proposals

Minsu Cho, Suha Kwak, Cordelia Schmid, Jean Ponce

1501.06170

MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge

Linxi Fan, Guanzhi Wang, Yunfan Jiang, Ajay Mandlekar, Yuncong Yang, Haoyi Zhu, Andrew Tang, De-An Huang, Yuke Zhu, Anima Anandkumar

2206.08853

Genie: Generative Interactive Environments

Jake Bruce, Michael Dennis, Ashley Edwards, Jack Parker-Holder, Yuge Shi, Edward Hughes, Matthew Lai, Aditi Mavalankar, Richie Steigerwald, Chris Apps, Yusuf Aytar, Sarah Bechtle, Feryal Behbahani, Stephanie Chan, Nicolas Heess, Lucy Gonzalez, Simon Osindero, Sherjil Ozair, Scott Reed, Jingwei Zhang, Konrad Zolna, Jeff Clune, Nando de Freitas, Satinder Singh, Tim Rocktäschel

2402.15391

Towards Large-Pose Face Frontalization in the Wild

Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker

1704.06244

DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving

Xiaofeng Wang, Zheng Zhu, Guan Huang, Xinze Chen, Jiagang Zhu, Jiwen Lu

2309.09777

Projected GANs Converge Faster

Axel Sauer, Kashyap Chitta, Jens Müller, Andreas Geiger

2111.01007

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

Sachit Menon, Alexandru Damian, Shijia Hu, Nikhil Ravi, Cynthia Rudin

2003.03808

Diffusion Models in Vision: A Survey

Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu, Mubarak Shah

2209.04747

Interacting Attention Graph for Single Image Two-Hand Reconstruction

Mengcheng Li, Liang An, Hongwen Zhang, Lianpeng Wu, Feng Chen, Tao Yu, Yebin Liu

2203.09364

General Dynamic Scene Reconstruction from Multiple View Video

Armin Mustafa, Hansung Kim, Jean-Yves Guillemaut, Adrian Hilton

1509.09294

In Defense of Online Models for Video Instance Segmentation

Junfeng Wu, Qihao Liu, Yi Jiang, Song Bai, Alan Yuille, Xiang Bai

2207.10661

Video Transformer Network

Daniel Neimark, Omri Bar, Maya Zohar, Dotan Asselmann

2102.00719

Active Learning Helps Pretrained Models Learn the Intended Task

Alex Tamkin, Dat Nguyen, Salil Deshpande, Jesse Mu, Noah Goodman

2204.08491

The Perception-Distortion Tradeoff

Yochai Blau, Tomer Michaeli

1711.06077

Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks

Joanna Materzynska, Tete Xiao, Roei Herzig, Huijuan Xu, Xiaolong Wang, Trevor Darrell

1912.09930

When2com: Multi-Agent Perception via Communication Graph Grouping

Yen-Cheng Liu, Junjiao Tian, Nathaniel Glaser, Zsolt Kira

2006.00176

Global Texture Enhancement for Fake Face Detection in the Wild

Zhengzhe Liu, Xiaojuan Qi, Philip Torr

2002.00133

AR2-D2:Training a Robot Without a Robot

Jiafei Duan, Yi Ru Wang, Mohit Shridhar, Dieter Fox, Ranjay Krishna

2306.13818

Learned Multi-Patch Similarity

Wilfried Hartmann, Silvano Galliani, Michal Havlena, Luc Van Gool, Konrad Schindler

1703.08836

Alpha-CLIP: A CLIP Model Focusing on Wherever You Want

Zeyi Sun, Ye Fang, Tong Wu, Pan Zhang, Yuhang Zang, Shu Kong, Yuanjun Xiong, Dahua Lin, Jiaqi Wang

2312.03818

Anticipative Video Transformer

Rohit Girdhar, Kristen Grauman

2106.02036

Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop

Nikos Kolotouros, Georgios Pavlakos, Michael J. Black, Kostas Daniilidis

1909.12828

Learning Rich Features for Image Manipulation Detection

Peng Zhou, Xintong Han, Vlad I. Morariu, Larry S. Davis

1805.04953

DVIS++: Improved Decoupled Framework for Universal Video Segmentation

Tao Zhang, Xingye Tian, Yikang Zhou, Shunping Ji, Xuebo Wang, Xin Tao, Yuan Zhang, Pengfei Wan, Zhongyuan Wang, Yu Wu

2312.13305

Ultimate SLAM? Combining Events, Images, and IMU for Robust Visual SLAM in HDR and High Speed Scenarios

Antoni Rosinol Vidal, Henri Rebecq, Timo Horstschaefer, Davide Scaramuzza

1709.06310

Billion-scale similarity search with GPUs

Jeff Johnson, Matthijs Douze, Hervé Jégou

1702.08734

PlaneFormers: From Sparse View Planes to 3D Reconstruction

Samir Agarwala, Linyi Jin, Chris Rockwell, David F. Fouhey

2208.04307

Prophet Attention: Predicting Attention with Future Attention for Image Captioning

Fenglin Liu, Xuancheng Ren, Xian Wu, Wei Fan, Yuexian Zou, Xu Sun

2210.10914

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning

Yin Cui, Yang Song, Chen Sun, Andrew Howard, Serge Belongie

1806.06193

Learning to track for spatio-temporal action localization

Philippe Weinzaepfel, Zaid Harchaoui, Cordelia Schmid

1506.01929

InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model

Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Bin Wang, Linke Ouyang, Xilin Wei, Songyang Zhang, Haodong Duan, Maosong Cao, Wenwei Zhang, Yining Li, Hang Yan, Yang Gao, Xinyue Zhang, Wei Li, Jingwen Li, Kai Chen, Conghui He, Xingcheng Zhang, Yu Qiao, Dahua Lin, Jiaqi Wang

2401.16420

Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance

Phuc D. A. Nguyen, Tuan Duc Ngo, Evangelos Kalogerakis, Chuang Gan, Anh Tran, Cuong Pham, Khoi Nguyen

2312.10671

Look Before you Speak: Visually Contextualized Utterances

Paul Hongsuck Seo, Arsha Nagrani, Cordelia Schmid

2012.05710

Folded Recurrent Neural Networks for Future Video Prediction

Marc Oliu, Javier Selva, Sergio Escalera

1712.00311

Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction

Chen-Hsuan Lin, Chen Kong, Simon Lucey

1706.07036

Neural Fields in Visual Computing and Beyond

Yiheng Xie, Towaki Takikawa, Shunsuke Saito, Or Litany, Shiqin Yan, Numair Khan, Federico Tombari, James Tompkin, Vincent Sitzmann, Srinath Sridhar

2111.11426

Ego-Exo: Transferring Visual Representations from Third-person to First-person Videos

Yanghao Li, Tushar Nagarajan, Bo Xiong, Kristen Grauman

2104.07905

Tensor-Train Recurrent Neural Networks for Video Classification

Yinchong Yang, Denis Krompass, Volker Tresp

1707.01786

GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB

Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko, Dushyant Mehta, Srinath Sridhar, Dan Casas, Christian Theobalt

1712.01057

Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects

Adam R. Kosiorek, Hyunjik Kim, Ingmar Posner, Yee Whye Teh

1806.01794

Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement

Yongqing Liang, Xin Li, Navid Jafari, Qin Chen

2010.07958

The Evolution of Out-of-Distribution Robustness Throughout Fine-Tuning

Anders Andreassen, Yasaman Bahri, Behnam Neyshabur, Rebecca Roelofs

2106.15831

Physics-based Learned Design: Optimized Coded-Illumination for Quantitative Phase Imaging

Michael R. Kellman, Emrah Bostan, Nicole Repina, Laura Waller

1808.03571

Hire-MLP: Vision MLP via Hierarchical Rearrangement

Jianyuan Guo, Yehui Tang, Kai Han, Xinghao Chen, Han Wu, Chao Xu, Chang Xu, Yunhe Wang

2108.13341

Episodic Curiosity through Reachability

Nikolay Savinov, Anton Raichuk, Raphaël Marinier, Damien Vincent, Marc Pollefeys, Timothy Lillicrap, Sylvain Gelly

1810.02274

Joint Autoregressive and Hierarchical Priors for Learned Image Compression

David Minnen, Johannes Ballé, George Toderici

1809.02736

Prompting Decision Transformer for Few-Shot Policy Generalization

Mengdi Xu, Yikang Shen, Shun Zhang, Yuchen Lu, Ding Zhao, Joshua B. Tenenbaum, Chuang Gan

2206.13499

Learning to Explore using Active Neural SLAM

Devendra Singh Chaplot, Dhiraj Gandhi, Saurabh Gupta, Abhinav Gupta, Ruslan Salakhutdinov

2004.05155

Panoptic SegFormer: Delving Deeper into Panoptic Segmentation with Transformers

Zhiqi Li, Wenhai Wang, Enze Xie, Zhiding Yu, Anima Anandkumar, Jose M. Alvarez, Ping Luo, Tong Lu

2109.03814

Move Forward and Tell: A Progressive Generator of Video Descriptions

Yilei Xiong, Bo Dai, Dahua Lin

1807.10018

RVOS: End-to-End Recurrent Network for Video Object Segmentation

Carles Ventura, Miriam Bellver, Andreu Girbau, Amaia Salvador, Ferran Marques, Xavier Giro-i-Nieto

1903.05612

Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training

Gen Li, Nan Duan, Yuejian Fang, Ming Gong, Daxin Jiang, Ming Zhou

1908.06066

Implicit Neural Video Compression

Yunfan Zhang, Ties van Rozendaal, Johann Brehmer, Markus Nagel, Taco Cohen

2112.11312

SRDiff: Single Image Super-Resolution with Diffusion Probabilistic Models

Haoying Li, Yifan Yang, Meng Chang, Huajun Feng, Zhihai Xu, Qi Li, Yueting Chen

2104.14951

StyleMesh: Style Transfer for Indoor 3D Scene Reconstructions

Lukas Höllein, Justin Johnson, Matthias Nießner

2112.01530

DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection

Liming Jiang, Ren Li, Wayne Wu, Chen Qian, Chen Change Loy

2001.03024

Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks

Marcel Simon, Erik Rodner

1504.08289

Action Genome: Actions as Composition of Spatio-temporal Scene Graphs

Jingwei Ji, Ranjay Krishna, Li Fei-Fei, Juan Carlos Niebles

1912.06992

Text2Human: Text-Driven Controllable Human Image Generation

Yuming Jiang, Shuai Yang, Haonan Qiu, Wayne Wu, Chen Change Loy, Ziwei Liu

2205.15996

DETR3D: 3D Object Detection from Multi-view Images via 3D-to-2D Queries

Yue Wang, Vitor Guizilini, Tianyuan Zhang, Yilun Wang, Hang Zhao, Justin Solomon

2110.06922

Few-shot Image Generation via Cross-domain Correspondence

Utkarsh Ojha, Yijun Li, Jingwan Lu, Alexei A. Efros, Yong Jae Lee, Eli Shechtman, Richard Zhang

2104.06820

Temporal Cycle-Consistency Learning

Debidatta Dwibedi, Yusuf Aytar, Jonathan Tompson, Pierre Sermanet, Andrew Zisserman

1904.07846

DVQA: Understanding Data Visualizations via Question Answering

Kushal Kafle, Brian Price, Scott Cohen, Christopher Kanan

1801.08163

Scalable Object Detection using Deep Neural Networks

Dumitru Erhan, Christian Szegedy, Alexander Toshev, Dragomir Anguelov

1312.2249

Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images

Nanyang Wang, Yinda Zhang, Zhuwen Li, Yanwei Fu, Wei Liu, Yu-Gang Jiang

1804.01654

Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Xiaoshi Wu, Keqiang Sun, Feng Zhu, Rui Zhao, Hongsheng Li

2303.14420

StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis

Axel Sauer, Tero Karras, Samuli Laine, Andreas Geiger, Timo Aila

2301.09515

Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders

Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet

2008.05231

Learning-Based View Synthesis for Light Field Cameras

Nima Khademi Kalantari, Ting-Chun Wang, Ravi Ramamoorthi

1609.02974

Real-time Progressive 3D Semantic Segmentation for Indoor Scene

Quang-Hieu Pham, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung

1804.00257

Streaming Long Video Understanding with Large Language Models

Rui Qian, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Shuangrui Ding, Dahua Lin, Jiaqi Wang

2405.16009

Occluded Human Mesh Recovery

Rawal Khirodkar, Shashank Tripathi, Kris Kitani

2203.13349

A Unifying Contrast Maximization Framework for Event Cameras, with Applications to Motion, Depth, and Optical Flow Estimation

Guillermo Gallego, Henri Rebecq, Davide Scaramuzza

1804.01306

Unifying Event Detection and Captioning as Sequence Generation via Pre-Training

Qi Zhang, Yuqing Song, Qin Jin

2207.08625

Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models

Dong Su, Huan Zhang, Hongge Chen, Jinfeng Yi, Pin-Yu Chen, Yupeng Gao

1808.01688

Automatic Attribute Discovery with Neural Activations

Sirion Vittayakorn, Takayuki Umeda, Kazuhiko Murasaki, Kyoko Sudo, Takayuki Okatani, Kota Yamaguchi

1607.07262

Rotation equivariant vector field networks

Diego Marcos, Michele Volpi, Nikos Komodakis, Devis Tuia

1612.09346

ShapeFormer: Transformer-based Shape Completion via Sparse Representation

Xingguang Yan, Liqiang Lin, Niloy J. Mitra, Dani Lischinski, Daniel Cohen-Or, Hui Huang

2201.10326

YodaNN: An Architecture for Ultra-Low Power Binary-Weight CNN Acceleration

Renzo Andri, Lukas Cavigelli, Davide Rossi, Luca Benini

1606.05487

Zero-Shot Learning via Joint Latent Similarity Embedding

Ziming Zhang, Venkatesh Saligrama

1511.04512

Real-world Noisy Image Denoising: A New Benchmark

Jun Xu, Hui Li, Zhetong Liang, David Zhang, Lei Zhang

1804.02603

Learning the Best Pooling Strategy for Visual Semantic Embedding

Jiacheng Chen, Hexiang Hu, Hao Wu, Yuning Jiang, Changhu Wang

2011.04305

SYQ: Learning Symmetric Quantization For Efficient Deep Neural Networks

Julian Faraone, Nicholas Fraser, Michaela Blott, Philip H. W. Leong

1807.00301

You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection

Yuxin Fang, Bencheng Liao, Xinggang Wang, Jiemin Fang, Jiyang Qi, Rui Wu, Jianwei Niu, Wenyu Liu

2106.00666

External Prior Guided Internal Prior Learning for Real-World Noisy Image Denoising

Jun Xu, Lei Zhang, David Zhang

1705.04505

Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning

Mehdi Sajjadi, Mehran Javanmardi, Tolga Tasdizen

1606.04586

DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency

Yuliang Zou, Zelun Luo, Jia-Bin Huang

1809.01649

Domain Generalization with Domain-Specific Aggregation Modules

Antonio D'Innocente, Barbara Caputo

1809.10966

Partial Adversarial Domain Adaptation

Zhangjie Cao, Lijia Ma, Mingsheng Long, Jianmin Wang

1808.04205

LISA: Learning Implicit Shape and Appearance of Hands

Enric Corona, Tomas Hodan, Minh Vo, Francesc Moreno-Noguer, Chris Sweeney, Richard Newcombe, Lingni Ma

2204.01695

Summary Transfer: Exemplar-based Subset Selection for Video Summarization

Ke Zhang, Wei-Lun Chao, Fei Sha, Kristen Grauman

1603.03369

MotionCLIP: Exposing Human Motion Generation to CLIP Space

Guy Tevet, Brian Gordon, Amir Hertz, Amit H. Bermano, Daniel Cohen-Or

2203.08063

The Pose Knows: Video Forecasting by Generating Pose Futures

Jacob Walker, Kenneth Marino, Abhinav Gupta, Martial Hebert

1705.00053

Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis

Yuchao Gu, Xintao Wang, Yixiao Ge, Ying Shan, Xiaohu Qie, Mike Zheng Shou

2212.03185

Simultaneous Optical Flow and Segmentation (SOFAS) using Dynamic Vision Sensor

Timo Stoffregen, Lindsay Kleeman

1805.12326

CNN-SLAM: Real-time dense monocular SLAM with learned depth prediction

Keisuke Tateno, Federico Tombari, Iro Laina, Nassir Navab

1704.03489

Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling

Jie Lei, Linjie Li, Luowei Zhou, Zhe Gan, Tamara L. Berg, Mohit Bansal, Jingjing Liu

2102.06183

Hierarchical Deep Stereo Matching on High-resolution Images

Gengshan Yang, Joshua Manela, Michael Happold, Deva Ramanan

1912.06704

Rigging the Lottery: Making All Tickets Winners

Utku Evci, Trevor Gale, Jacob Menick, Pablo Samuel Castro, Erich Elsen

1911.11134

Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks

Yinda Zhang, Shuran Song, Ersin Yumer, Manolis Savva, Joon-Young Lee, Hailin Jin, Thomas Funkhouser

1612.07429

DiffusionRet: Generative Text-Video Retrieval with Diffusion Model

Peng Jin, Hao Li, Zesen Cheng, Kehan Li, Xiangyang Ji, Chang Liu, Li Yuan, Jie Chen

2303.09867

Sat2Vid: Street-view Panoramic Video Synthesis from a Single Satellite Image

Zuoyue Li, Zhenqiang Li, Zhaopeng Cui, Rongjun Qin, Marc Pollefeys, Martin R. Oswald

2012.06628

BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View

Junjie Huang, Guan Huang, Zheng Zhu, Yun Ye, Dalong Du

2112.11790

STPLS3D: A Large-Scale Synthetic and Real Aerial Photogrammetry 3D Point Cloud Dataset

Meida Chen, Qingyong Hu, Zifan Yu, Hugues Thomas, Andrew Feng, Yu Hou, Kyle McCullough, Fengbo Ren, Lucio Soibelman

2203.09065

MultiBooth: Towards Generating All Your Concepts in an Image from Text

Chenyang Zhu, Kai Li, Yue Ma, Chunming He, Xiu Li

2404.14239

Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning

Rohit Girdhar, Mannat Singh, Andrew Brown, Quentin Duval, Samaneh Azadi, Sai Saketh Rambhatla, Akbar Shah, Xi Yin, Devi Parikh, Ishan Misra

2311.10709

Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings

Mohsan Alvi, Andrew Zisserman, Christoffer Nellaker

1809.02169

ReCo: Region-Controlled Text-to-Image Generation

Zhengyuan Yang, Jianfeng Wang, Zhe Gan, Linjie Li, Kevin Lin, Chenfei Wu, Nan Duan, Zicheng Liu, Ce Liu, Michael Zeng, Lijuan Wang

2211.15518

To Create What You Tell: Generating Videos from Captions

Yingwei Pan, Zhaofan Qiu, Ting Yao, Houqiang Li, Tao Mei

1804.08264

A Patient-Centric Dataset of Images and Metadata for Identifying Melanomas Using Clinical Context

Veronica Rotemberg, Nicholas Kurtansky, Brigid Betz-Stablein, Liam Caffery, Emmanouil Chousakos, Noel Codella, Marc Combalia, Stephen Dusza, Pascale Guitera, David Gutman, Allan Halpern, Harald Kittler, Kivanc Kose, Steve Langer, Konstantinos Lioprys, Josep Malvehy, Shenara Musthaq, Jabpani Nanda, Ofer Reiter, George Shih, Alexander Stratigos, Philipp Tschandl, Jochen Weber, H. Peter Soyer

2008.07360

Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks

Junyi Pan, Xiaoguang Han, Weikai Chen, Jiapeng Tang, Kui Jia

1909.00321

Canonical Capsules: Self-Supervised Capsules in Canonical Pose

Weiwei Sun, Andrea Tagliasacchi, Boyang Deng, Sara Sabour, Soroosh Yazdani, Geoffrey Hinton, Kwang Moo Yi

2012.04718

Diffusion Causal Models for Counterfactual Estimation

Pedro Sanchez, Sotirios A. Tsaftaris

2202.10166

DreamBooth3D: Subject-Driven Text-to-3D Generation

Amit Raj, Srinivas Kaza, Ben Poole, Michael Niemeyer, Nataniel Ruiz, Ben Mildenhall, Shiran Zada, Kfir Aberman, Michael Rubinstein, Jonathan Barron, Yuanzhen Li, Varun Jampani

2303.13508

NMS Strikes Back

Jeffrey Ouyang-Zhang, Jang Hyun Cho, Xingyi Zhou, Philipp Krähenbühl

2212.06137

iVQA: Inverse Visual Question Answering

Feng Liu, Tao Xiang, Timothy M. Hospedales, Wankou Yang, Changyin Sun

1710.03370

Scaling Vision with Sparse Mixture of Experts

Carlos Riquelme, Joan Puigcerver, Basil Mustafa, Maxim Neumann, Rodolphe Jenatton, André Susano Pinto, Daniel Keysers, Neil Houlsby

2106.05974

Neural Congealing: Aligning Images to a Joint Semantic Atlas

Dolev Ofri-Amar, Michal Geyer, Yoni Kasten, Tali Dekel

2302.03956

Multiview Transformers for Video Recognition

Shen Yan, Xuehan Xiong, Anurag Arnab, Zhichao Lu, Mi Zhang, Chen Sun, Cordelia Schmid

2201.04288

ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities

Peng Wang, Shijie Wang, Junyang Lin, Shuai Bai, Xiaohuan Zhou, Jingren Zhou, Xinggang Wang, Chang Zhou

2305.11172

Hierarchical Surface Prediction for 3D Object Reconstruction

Christian Häne, Shubham Tulsiani, Jitendra Malik

1704.00710

VideoLCM: Video Latent Consistency Model

Xiang Wang, Shiwei Zhang, Han Zhang, Yu Liu, Yingya Zhang, Changxin Gao, Nong Sang

2312.09109

Temporal Pyramid Network for Action Recognition

Ceyuan Yang, Yinghao Xu, Jianping Shi, Bo Dai, Bolei Zhou

2004.03548

3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation

Angela Dai, Matthias Nießner

1803.10409

Cascaded Refinement Network for Point Cloud Completion

Xiaogang Wang, Marcelo H Ang, Gim Hee Lee

2004.03327

Human uncertainty makes classification more robust

Joshua C. Peterson, Ruairidh M. Battleday, Thomas L. Griffiths, Olga Russakovsky

1908.07086

RangeDet:In Defense of Range View for LiDAR-based 3D Object Detection

Lue Fan, Xuan Xiong, Feng Wang, Naiyan Wang, Zhaoxiang Zhang

2103.10039

3D Neural Field Generation using Triplane Diffusion

J. Ryan Shue, Eric Ryan Chan, Ryan Po, Zachary Ankner, Jiajun Wu, Gordon Wetzstein

2211.16677

Recurrent Pixel Embedding for Instance Grouping

Shu Kong, Charless Fowlkes

1712.08273

Cones: Concept Neurons in Diffusion Models for Customized Generation

Zhiheng Liu, Ruili Feng, Kai Zhu, Yifei Zhang, Kecheng Zheng, Yu Liu, Deli Zhao, Jingren Zhou, Yang Cao

2303.05125

Inception Transformer

Chenyang Si, Weihao Yu, Pan Zhou, Yichen Zhou, Xinchao Wang, Shuicheng Yan

2205.12956

SinFusion: Training Diffusion Models on a Single Image or Video

Yaniv Nikankin, Niv Haim, Michal Irani

2211.11743

A Model-driven Deep Neural Network for Single Image Rain Removal

Hong Wang, Qi Xie, Qian Zhao, Deyu Meng

2005.01333

DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection

Lewei Yao, Jianhua Han, Youpeng Wen, Xiaodan Liang, Dan Xu, Wei Zhang, Zhenguo Li, Chunjing Xu, Hang Xu

2209.09407

Third Time's the Charm? Image and Video Editing with StyleGAN3

Yuval Alaluf, Or Patashnik, Zongze Wu, Asif Zamir, Eli Shechtman, Dani Lischinski, Daniel Cohen-Or

2201.13433

SwiftNet: Real-time Video Object Segmentation

Haochen Wang, Xiaolong Jiang, Haibing Ren, Yao Hu, Song Bai

2102.04604

Picking Winning Tickets Before Training by Preserving Gradient Flow

Chaoqi Wang, Guodong Zhang, Roger Grosse

2002.07376

Land Use Classification in Remote Sensing Images by Convolutional Neural Networks

Marco Castelluccio, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva

1508.00092

Latency-aware Spatial-wise Dynamic Networks

Yizeng Han, Zhihang Yuan, Yifan Pu, Chenhao Xue, Shiji Song, Guangyu Sun, Gao Huang

2210.06223

MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences

Xingyu Liu, Mengyuan Yan, Jeannette Bohg

1910.09165

Hierarchical Conditional Relation Networks for Video Question Answering

Thao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran

2002.10698

Multimodal Convolutional Neural Networks for Matching Image and Sentence

Lin Ma, Zhengdong Lu, Lifeng Shang, Hang Li

1504.06063

Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance

Zhixin Shu, Mihir Sahasrabudhe, Alp Guler, Dimitris Samaras, Nikos Paragios, Iasonas Kokkinos

1806.06503

Consistency Regularization for Generative Adversarial Networks

Han Zhang, Zizhao Zhang, Augustus Odena, Honglak Lee

1910.12027

SaccadeDet: A Novel Dual-Stage Architecture for Rapid and Accurate Detection in Gigapixel Images

Wenxi Li, Ruxin Zhang, Haozhe Lin, Yuchen Guo, Chao Ma, Xiaokang Yang

2407.17956

Object Detection in Video with Spatiotemporal Sampling Networks

Gedas Bertasius, Lorenzo Torresani, Jianbo Shi

1803.05549

Synthetic Data Supervised Salient Object Detection

Zhenyu Wu, Lin Wang, Wei Wang, Tengfei Shi, Chenglizhao Chen, Aimin Hao, Shuo Li

2210.13835

Adversarial Examples Are a Natural Consequence of Test Error in Noise

Nic Ford, Justin Gilmer, Nicolas Carlini, Dogus Cubuk

1901.10513

An end-to-end TextSpotter with Explicit Alignment and Attention

Tong He, Zhi Tian, Weilin Huang, Chunhua Shen, Yu Qiao, Changming Sun

1803.03474

InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

Wenhai Wang, Jifeng Dai, Zhe Chen, Zhenhang Huang, Zhiqi Li, Xizhou Zhu, Xiaowei Hu, Tong Lu, Lewei Lu, Hongsheng Li, Xiaogang Wang, Yu Qiao

2211.05778

GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild

Lianghua Huang, Xin Zhao, Kaiqi Huang

1810.11981

Text2Shape: Generating Shapes from Natural Language by Learning Joint Embeddings

Kevin Chen, Christopher B. Choy, Manolis Savva, Angel X. Chang, Thomas Funkhouser, Silvio Savarese

1803.08495

All in One: Exploring Unified Video-Language Pre-training

Alex Jinpeng Wang, Yixiao Ge, Rui Yan, Yuying Ge, Xudong Lin, Guanyu Cai, Jianping Wu, Ying Shan, Xiaohu Qie, Mike Zheng Shou

2203.07303

Fast and Accurate Online Video Object Segmentation via Tracking Parts

Jingchun Cheng, Yi-Hsuan Tsai, Wei-Chih Hung, Shengjin Wang, Ming-Hsuan Yang

1806.02323

A Large-Scale Car Dataset for Fine-Grained Categorization and Verification

Linjie Yang, Ping Luo, Chen Change Loy, Xiaoou Tang

1506.08959

Characterizing signal propagation to close the performance gap in unnormalized ResNets

Andrew Brock, Soham De, Samuel L. Smith

2101.08692

TallyQA: Answering Complex Counting Questions

Manoj Acharya, Kushal Kafle, Christopher Kanan

1810.12440

Talking Face Generation by Adversarially Disentangled Audio-Visual Representation

Hang Zhou, Yu Liu, Ziwei Liu, Ping Luo, Xiaogang Wang

1807.07860

A Versatile Scene Model with Differentiable Visibility Applied to Generative Pose Estimation

Helge Rhodin, Nadia Robertini, Christian Richardt, Hans-Peter Seidel, Christian Theobalt

1602.03725

Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes

Minghui Liao, Pengyuan Lyu, Minghang He, Cong Yao, Wenhao Wu, Xiang Bai

1908.08207

Bit-Scalable Deep Hashing with Regularized Similarity Learning for Image Retrieval and Person Re-identification

Ruimao Zhang, Liang Lin, Rui Zhang, Wangmeng Zuo, Lei Zhang

1508.04535

SuperGlue: Learning Feature Matching with Graph Neural Networks

Paul-Edouard Sarlin, Daniel DeTone, Tomasz Malisiewicz, Andrew Rabinovich

1911.11763

SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds

Hyeongju Kim, Hyeonseung Lee, Woo Hyun Kang, Joun Yeop Lee, Nam Soo Kim

2006.04604

A Neural Compositional Paradigm for Image Captioning

Bo Dai, Sanja Fidler, Dahua Lin

1810.09630

PolyViT: Co-training Vision Transformers on Images, Videos and Audio

Valerii Likhosherstov, Anurag Arnab, Krzysztof Choromanski, Mario Lucic, Yi Tay, Adrian Weller, Mostafa Dehghani

2111.12993

On Pursuit of Designing Multi-modal Transformer for Video Grounding

Meng Cao, Long Chen, Mike Zheng Shou, Can Zhang, Yuexian Zou

2109.06085

Fast detection of multiple objects in traffic scenes with a common detection framework

Qichang Hu, Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel, Fatih Porikli

1510.03125

CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark

Jiefeng Li, Can Wang, Hao Zhu, Yihuan Mao, Hao-Shu Fang, Cewu Lu

1812.00324

Towards Robust Blind Face Restoration with Codebook Lookup Transformer

Shangchen Zhou, Kelvin C. K. Chan, Chongyi Li, Chen Change Loy

2206.11253

Grasping Field: Learning Implicit Representations for Human Grasps

Korrawe Karunratanakul, Jinlong Yang, Yan Zhang, Michael Black, Krikamol Muandet, Siyu Tang

2008.04451

Semi-Latent GAN: Learning to generate and modify facial images from attributes

Weidong Yin, Yanwei Fu, Leonid Sigal, Xiangyang Xue

1704.02166

Do Convolutional Neural Networks Learn Class Hierarchy?

Bilal Alsallakh, Amin Jourabloo, Mao Ye, Xiaoming Liu, Liu Ren

1710.06501

A Cookbook of Self-Supervised Learning

Randall Balestriero, Mark Ibrahim, Vlad Sobal, Ari Morcos, Shashank Shekhar, Tom Goldstein, Florian Bordes, Adrien Bardes, Gregoire Mialon, Yuandong Tian, Avi Schwarzschild, Andrew Gordon Wilson, Jonas Geiping, Quentin Garrido, Pierre Fernandez, Amir Bar, Hamed Pirsiavash, Yann LeCun, Micah Goldblum

2304.12210

Incorporating Copying Mechanism in Image Captioning for Learning Novel Objects

Ting Yao, Yingwei Pan, Yehao Li, Tao Mei

1708.05271

Rosetta: Large scale system for text detection and recognition in images

Fedor Borisyuk, Albert Gordo, Viswanath Sivakumar

1910.05085

Diffusion-SDF: Text-to-Shape via Voxelized Diffusion

Muheng Li, Yueqi Duan, Jie Zhou, Jiwen Lu

2212.03293

A Dual-Source Approach for 3D Pose Estimation from a Single Image

Hashim Yasin, Umar Iqbal, Björn Krüger, Andreas Weber, Juergen Gall

1509.06720

Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification

Weijian Deng, Liang Zheng, Qixiang Ye, Guoliang Kang, Yi Yang, Jianbin Jiao

1711.07027

Reconstructing Hand-Object Interactions in the Wild

Zhe Cao, Ilija Radosavovic, Angjoo Kanazawa, Jitendra Malik

2012.09856

Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

Zhirong Wu, Yuanjun Xiong, Stella Yu, Dahua Lin

1805.01978

Neural Photo Editing with Introspective Adversarial Networks

Andrew Brock, Theodore Lim, J. M. Ritchie, Nick Weston

1609.07093

Compositional Video Prediction

Yufei Ye, Maneesh Singh, Abhinav Gupta, Shubham Tulsiani

1908.08522

Texts as Images in Prompt Tuning for Multi-Label Image Recognition

Zixian Guo, Bowen Dong, Zhilong Ji, Jinfeng Bai, Yiwen Guo, Wangmeng Zuo

2211.12739

Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations

Tianlong Chen, Peihao Wang, Zhiwen Fan, Zhangyang Wang

2207.01164

YouTube-VOS: Sequence-to-Sequence Video Object Segmentation

Ning Xu, Linjie Yang, Yuchen Fan, Jianchao Yang, Dingcheng Yue, Yuchen Liang, Brian Price, Scott Cohen, Thomas Huang

1809.00461

Few-Shot Incremental Learning with Continually Evolved Classifiers

Chi Zhang, Nan Song, Guosheng Lin, Yun Zheng, Pan Pan, Yinghui Xu

2104.03047

Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation

Chen-Yu Lee, Tanmay Batra, Mohammad Haris Baig, Daniel Ulbricht

1903.04064

Detect to Track and Track to Detect

Christoph Feichtenhofer, Axel Pinz, Andrew Zisserman

1710.03958

A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models

Woojeong Jin, Yu Cheng, Yelong Shen, Weizhu Chen, Xiang Ren

2110.08484

FSGAN: Subject Agnostic Face Swapping and Reenactment

Yuval Nirkin, Yosi Keller, Tal Hassner

1908.05932

Video Graph Transformer for Video Question Answering

Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan

2207.05342

GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models

Dingfan Chen, Ning Yu, Yang Zhang, Mario Fritz

1909.03935

Copyright Protection in Generative AI: A Technical Perspective

Jie Ren, Han Xu, Pengfei He, Yingqian Cui, Shenglai Zeng, Jiankun Zhang, Hongzhi Wen, Jiayuan Ding, Pei Huang, Lingjuan Lyu, Hui Liu, Yi Chang, Jiliang Tang

2402.02333

Labels4Free: Unsupervised Segmentation using StyleGAN

Rameen Abdal, Peihao Zhu, Niloy Mitra, Peter Wonka

2103.14968

Learning to Communicate and Correct Pose Errors

Nicholas Vadivelu, Mengye Ren, James Tu, Jingkang Wang, Raquel Urtasun

2011.05289

Long-CLIP: Unlocking the Long-Text Capability of CLIP

Beichen Zhang, Pan Zhang, Xiaoyi Dong, Yuhang Zang, Jiaqi Wang

2403.15378

Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders

Ananya Harsh Jha, Saket Anand, Maneesh Singh, V. S. R. Veeravasarapu

1804.10469

Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective

Wuyang Chen, Xinyu Gong, Zhangyang Wang

2102.11535

TLIO: Tight Learned Inertial Odometry

Wenxin Liu, David Caruso, Eddy Ilg, Jing Dong, Anastasios I. Mourikis, Kostas Daniilidis, Vijay Kumar, Jakob Engel

2007.01867

NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning

Alexander Richard, Hilde Kuehne, Ahsan Iqbal, Juergen Gall

1805.06875

TrackFormer: Multi-Object Tracking with Transformers

Tim Meinhardt, Alexander Kirillov, Laura Leal-Taixe, Christoph Feichtenhofer

2101.02702

Residual Dense Network for Image Super-Resolution

Yulun Zhang, Yapeng Tian, Yu Kong, Bineng Zhong, Yun Fu

1802.08797

Reformulating HOI Detection as Adaptive Set Prediction

Mingfei Chen, Yue Liao, Si Liu, Zhiyuan Chen, Fei Wang, Chen Qian

2103.05983

RFN-Nest: An end-to-end residual fusion network for infrared and visible images

Hui Li, Xiao-Jun Wu, Josef Kittler

2103.04286

RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs

Michael Niemeyer, Jonathan T. Barron, Ben Mildenhall, Mehdi S. M. Sajjadi, Andreas Geiger, Noha Radwan

2112.00724

Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning

Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu

2011.10043

Human-Aware Motion Deblurring

Ziyi Shen, Wenguan Wang, Xiankai Lu, Jianbing Shen, Haibin Ling, Tingfa Xu, Ling Shao

2001.06816

Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training

Dongwon Park, Dong Un Kang, Jisoo Kim, Se Young Chun

1911.07410

3D-FRONT: 3D Furnished Rooms with layOuts and semaNTics

Huan Fu, Bowen Cai, Lin Gao, Lingxiao Zhang, Jiaming Wang Cao Li, Zengqi Xun, Chengyue Sun, Rongfei Jia, Binqiang Zhao, Hao Zhang

2011.09127

A Simple Exponential Family Framework for Zero-Shot Learning

Vinay Kumar Verma, Piyush Rai

1707.08040

NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results

Andreas Lugmayr, Martin Danelljan, Radu Timofte, Namhyuk Ahn, Dongwoon Bai, Jie Cai, Yun Cao, Junyang Chen, Kaihua Cheng, SeYoung Chun, Wei Deng, Mostafa El-Khamy, Chiu Man Ho, Xiaozhong Ji, Amin Kheradmand, Gwantae Kim, Hanseok Ko, Kanghyu Lee, Jungwon Lee, Hao Li, Ziluan Liu, Zhi-Song Liu, Shuai Liu, Yunhua Lu, Zibo Meng, Pablo Navarrete Michelini, Christian Micheloni, Kalpesh Prajapati, Haoyu Ren, Yong Hyeok Seo, Wan-Chi Siu, Kyung-Ah Sohn, Ying Tai, Rao Muhammad Umer, Shuangquan Wang, Huibing Wang, Timothy Haoning Wu, Haoning Wu, Biao Yang, Fuzhi Yang, Jaejun Yoo, Tongtong Zhao, Yuanbo Zhou, Haijie Zhuo, Ziyao Zong, Xueyi Zou

2005.01996

Anti-DreamBooth: Protecting users from personalized text-to-image synthesis

Thanh Van Le, Hao Phung, Thuan Hoang Nguyen, Quan Dao, Ngoc Tran, Anh Tran

2303.15433

Large-scale Reinforcement Learning for Diffusion Models

Yinan Zhang, Eric Tzeng, Yilun Du, Dmitry Kislyuk

2401.12244

You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model

Shengkun Tang, Yaqing Wang, Zhenglun Kong, Tianchi Zhang, Yao Li, Caiwen Ding, Yanzhi Wang, Yi Liang, Dongkuan Xu

2211.11152

Understanding self-supervised Learning Dynamics without Contrastive Pairs

Yuandong Tian, Xinlei Chen, Surya Ganguli

2102.06810

CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples

Filip Radenović, Giorgos Tolias, Ondřej Chum

1604.02426

Scaling Egocentric Vision: The EPIC-KITCHENS Dataset

Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

1804.02748

DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort

Yuxuan Zhang, Huan Ling, Jun Gao, Kangxue Yin, Jean-Francois Lafleche, Adela Barriuso, Antonio Torralba, Sanja Fidler

2104.06490

Zero-Shot Video Question Answering via Frozen Bidirectional Language Models

Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid

2206.08155

ARMBench: An Object-centric Benchmark Dataset for Robotic Manipulation

Chaitanya Mitash, Fan Wang, Shiyang Lu, Vikedo Terhuja, Tyler Garaas, Felipe Polido, Manikantan Nambi

2303.16382

Resolving 3D Human Pose Ambiguities with 3D Scene Constraints

Mohamed Hassan, Vasileios Choutas, Dimitrios Tzionas, Michael J. Black

1908.06963

Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation

Seunghoon Hong, Hyeonwoo Noh, Bohyung Han

1506.04924

Towards the first adversarially robust neural network model on MNIST

Lukas Schott, Jonas Rauber, Matthias Bethge, Wieland Brendel

1805.09190

Adversarial Examples that Fool Detectors

Jiajun Lu, Hussein Sibai, Evan Fabry

1712.02494

Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition

Jin Ye, Junjun He, Xiaojiang Peng, Wenhao Wu, Yu Qiao

2012.02994

Cross-modal Deep Variational Hand Pose Estimation

Adrian Spurr, Jie Song, Seonwook Park, Otmar Hilliges

1803.11404

MID-Fusion: Octree-based Object-Level Multi-Instance Dynamic SLAM

Binbin Xu, Wenbin Li, Dimos Tzoumanikas, Michael Bloesch, Andrew Davison, Stefan Leutenegger

1812.07976

Sequence to Sequence Learning for Optical Character Recognition

Devendra Kumar Sahu, Mohak Sukhwani

1511.04176

From Points to Parts: 3D Object Detection from Point Cloud with Part-aware and Part-aggregation Network

Shaoshuai Shi, Zhe Wang, Jianping Shi, Xiaogang Wang, Hongsheng Li

1907.03670

EdgeSAM: Prompt-In-the-Loop Distillation for SAM

Chong Zhou, Xiangtai Li, Chen Change Loy, Bo Dai

2312.06660

Geometry-Free View Synthesis: Transformers and no 3D Priors

Robin Rombach, Patrick Esser, Björn Ommer

2104.07652

Unlocking Accuracy and Fairness in Differentially Private Image Classification

Leonard Berrada, Soham De, Judy Hanwen Shen, Jamie Hayes, Robert Stanforth, David Stutz, Pushmeet Kohli, Samuel L. Smith, Borja Balle

2308.10888

MVF-Net: Multi-View 3D Face Morphable Model Regression

Fanzi Wu, Linchao Bao, Yajing Chen, Yonggen Ling, Yibing Song, Songnan Li, King Ngi Ngan, Wei Liu

1904.04473

Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC)

David Gutman, Noel C. F. Codella, Emre Celebi, Brian Helba, Michael Marchetti, Nabin Mishra, Allan Halpern

1605.01397

Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistency

Robert Geirhos, Kristof Meding, Felix A. Wichmann

2006.16736

OctAttention: Octree-Based Large-Scale Contexts Model for Point Cloud Compression

Chunyang Fu, Ge Li, Rui Song, Wei Gao, Shan Liu

2202.06028

SinDDM: A Single Image Denoising Diffusion Model

Vladimir Kulikov, Shahar Yadin, Matan Kleiner, Tomer Michaeli

2211.16582

GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras

Ye Yuan, Umar Iqbal, Pavlo Molchanov, Kris Kitani, Jan Kautz

2112.01524

Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution

Yunpeng Chen, Haoqi Fan, Bing Xu, Zhicheng Yan, Yannis Kalantidis, Marcus Rohrbach, Shuicheng Yan, Jiashi Feng

1904.05049

Transformation-Based Models of Video Sequences

Joost van Amersfoort, Anitha Kannan, Marc'Aurelio Ranzato, Arthur Szlam, Du Tran, Soumith Chintala

1701.08435

Domain Generalization: A Survey

Kaiyang Zhou, Ziwei Liu, Yu Qiao, Tao Xiang, Chen Change Loy

2103.02503

Accelerating Very Deep Convolutional Networks for Classification and Detection

Xiangyu Zhang, Jianhua Zou, Kaiming He, Jian Sun

1505.06798

Advancing Medical Imaging with Language Models: A Journey from N-grams to ChatGPT

Mingzhe Hu, Shaoyan Pan, Yuheng Li, Xiaofeng Yang

2304.04920

Efficient and Explicit Modelling of Image Hierarchies for Image Restoration

Yawei Li, Yuchen Fan, Xiaoyu Xiang, Denis Demandolx, Rakesh Ranjan, Radu Timofte, Luc Van Gool

2303.00748

Mining Object Parts from CNNs via Active Question-Answering

Quanshi Zhang, Ruiming Cao, Ying Nian Wu, Song-Chun Zhu

1704.03173

Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack

Xiaoliang Dai, Ji Hou, Chih-Yao Ma, Sam Tsai, Jialiang Wang, Rui Wang, Peizhao Zhang, Simon Vandenhende, Xiaofang Wang, Abhimanyu Dubey, Matthew Yu, Abhishek Kadian, Filip Radenovic, Dhruv Mahajan, Kunpeng Li, Yue Zhao, Vladan Petrovic, Mitesh Kumar Singh, Simran Motwani, Yi Wen, Yiwen Song, Roshan Sumbaly, Vignesh Ramanathan, Zijian He, Peter Vajda, Devi Parikh

2309.15807

Saccader: Improving Accuracy of Hard Attention Models for Vision

Gamaleldin F. Elsayed, Simon Kornblith, Quoc V. Le

1908.07644

Learning Spatially Regularized Correlation Filters for Visual Tracking

Martin Danelljan, Gustav Häger, Fahad Shahbaz Khan, Michael Felsberg

1608.05571

P+: Extended Textual Conditioning in Text-to-Image Generation

Andrey Voynov, Qinghao Chu, Daniel Cohen-Or, Kfir Aberman

2303.09522

Time-Dependent Deep Image Prior for Dynamic MRI

Jaejun Yoo, Kyong Hwan Jin, Harshit Gupta, Jerome Yerly, Matthias Stuber, Michael Unser

1910.01684

Discovering objects and their relations from entangled scene representations

David Raposo, Adam Santoro, David Barrett, Razvan Pascanu, Timothy Lillicrap, Peter Battaglia

1702.05068

FaceVerse: a Fine-grained and Detail-controllable 3D Face Morphable Model from a Hybrid Dataset

Lizhen Wang, Zhiyuan Chen, Tao Yu, Chenguang Ma, Liang Li, Yebin Liu

2203.14057

Legged Locomotion in Challenging Terrains using Egocentric Vision

Ananye Agarwal, Ashish Kumar, Jitendra Malik, Deepak Pathak

2211.07638

Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation

Arslan Chaudhry, Puneet K. Dokania, Philip H. S. Torr

1707.05821

Scaling Neural Tangent Kernels via Sketching and Random Features

Amir Zandieh, Insu Han, Haim Avron, Neta Shoham, Chaewon Kim, Jinwoo Shin

2106.07880

CHORE: Contact, Human and Object REconstruction from a single RGB image

Xianghui Xie, Bharat Lal Bhatnagar, Gerard Pons-Moll

2204.02445

Zero-Shot Learning via Semantic Similarity Embedding

Ziming Zhang, Venkatesh Saligrama

1509.04767

Meta-Learning with Differentiable Convex Optimization

Kwonjoon Lee, Subhransu Maji, Avinash Ravichandran, Stefano Soatto

1904.03758

Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion

Nisha Huang, Fan Tang, Weiming Dong, Changsheng Xu

2209.13360

FILIP: Fine-grained Interactive Language-Image Pre-Training

Lewei Yao, Runhui Huang, Lu Hou, Guansong Lu, Minzhe Niu, Hang Xu, Xiaodan Liang, Zhenguo Li, Xin Jiang, Chunjing Xu

2111.07783

Tell Me Where to Look: Guided Attention Inference Network

Kunpeng Li, Ziyan Wu, Kuan-Chuan Peng, Jan Ernst, Yun Fu

1802.10171

Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs

Xingang Pan, Bo Dai, Ziwei Liu, Chen Change Loy, Ping Luo

2011.00844

HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking

Jonathon Luiten, Aljosa Osep, Patrick Dendorfer, Philip Torr, Andreas Geiger, Laura Leal-Taixe, Bastian Leibe

2009.07736

Simultaneously Recovering Multi-Person Meshes and Multi-View Cameras with Human Semantics

Buzhen Huang, Jingyi Ju, Yuan Shu, Yangang Wang

2412.18785

SeMask: Semantically Masked Transformers for Semantic Segmentation

Jitesh Jain, Anukriti Singh, Nikita Orlov, Zilong Huang, Jiachen Li, Steven Walton, Humphrey Shi

2112.12782

Trained Quantization Thresholds for Accurate and Efficient Fixed-Point Inference of Deep Neural Networks

Sambhav R. Jain, Albert Gural, Michael Wu, Chris H. Dick

1903.08066

A Point Set Generation Network for 3D Object Reconstruction from a Single Image

Haoqiang Fan, Hao Su, Leonidas Guibas

1612.00603

3D Hand Shape and Pose Estimation from a Single RGB Image

Liuhao Ge, Zhou Ren, Yuncheng Li, Zehao Xue, Yingying Wang, Jianfei Cai, Junsong Yuan

1903.00812

BlazePose GHUM Holistic: Real-time 3D Human Landmarks and Pose Estimation

Ivan Grishchenko, Valentin Bazarevsky, Andrei Zanfir, Eduard Gabriel Bazavan, Mihai Zanfir, Richard Yee, Karthik Raveendran, Matsvei Zhdanovich, Matthias Grundmann, Cristian Sminchisescu

2206.11678

TADAM: Task dependent adaptive metric for improved few-shot learning

Boris N. Oreshkin, Pau Rodriguez, Alexandre Lacoste

1805.10123

CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point Cloud

Wu Zheng, Weiliang Tang, Sijin Chen, Li Jiang, Chi-Wing Fu

2012.03015

Dynamic Few-Shot Visual Learning without Forgetting

Spyros Gidaris, Nikos Komodakis

1804.09458

When will you do what? - Anticipating Temporal Occurrences of Activities

Yazan Abu Farha, Alexander Richard, Juergen Gall

1804.00892

Expressive Body Capture: 3D Hands, Face, and Body from a Single Image

Georgios Pavlakos, Vasileios Choutas, Nima Ghorbani, Timo Bolkart, Ahmed A. A. Osman, Dimitrios Tzionas, Michael J. Black

1904.05866

ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes

Yuhua Chen, Wen Li, Luc Van Gool

1711.11556

Gland Instance Segmentation by Deep Multichannel Side Supervision

Yan Xu, Yang Li, Mingyuan Liu, Yipei Wang, Maode Lai, Eric I-Chao Chang

1607.03222

Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation

Abhijit Kundu, Kyle Genova, Xiaoqi Yin, Alireza Fathi, Caroline Pantofaru, Leonidas Guibas, Andrea Tagliasacchi, Frank Dellaert, Thomas Funkhouser

2205.04334

Diversified Texture Synthesis with Feed-forward Networks

Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, Ming-Hsuan Yang

1703.01664

InstructVideo: Instructing Video Diffusion Models with Human Feedback

Hangjie Yuan, Shiwei Zhang, Xiang Wang, Yujie Wei, Tao Feng, Yining Pan, Yingya Zhang, Ziwei Liu, Samuel Albanie, Dong Ni

2312.12490

TResNet: High Performance GPU-Dedicated Architecture

Tal Ridnik, Hussam Lawen, Asaf Noy, Emanuel Ben Baruch, Gilad Sharir, Itamar Friedman

2003.13630

Online Human Action Detection using Joint Classification-Regression Recurrent Neural Networks

Yanghao Li, Cuiling Lan, Junliang Xing, Wenjun Zeng, Chunfeng Yuan, Jiaying Liu

1604.05633

Autoregressive Image Generation using Residual Quantization

Doyup Lee, Chiheon Kim, Saehoon Kim, Minsu Cho, Wook-Shin Han

2203.01941

Sparse and noisy LiDAR completion with RGB guidance and uncertainty

Wouter Van Gansbeke, Davy Neven, Bert De Brabandere, Luc Van Gool

1902.05356

Uncertainty-guided Continual Learning with Bayesian Neural Networks

Sayna Ebrahimi, Mohamed Elhoseiny, Trevor Darrell, Marcus Rohrbach

1906.02425

NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion

Jiatao Gu, Alex Trevithick, Kai-En Lin, Josh Susskind, Christian Theobalt, Lingjie Liu, Ravi Ramamoorthi

2302.10109

Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving?

Zhiqi Li, Zhiding Yu, Shiyi Lan, Jiahan Li, Jan Kautz, Tong Lu, Jose M. Alvarez

2312.03031

3D-CODED : 3D Correspondences by Deep Deformation

Thibault Groueix, Matthew Fisher, Vladimir G. Kim, Bryan C. Russell, Mathieu Aubry

1806.05228

Convolutional Random Walk Networks for Semantic Image Segmentation

Gedas Bertasius, Lorenzo Torresani, Stella X. Yu, Jianbo Shi

1605.07681

COOPERNAUT: End-to-End Driving with Cooperative Perception for Networked Vehicles

Jiaxun Cui, Hang Qiu, Dian Chen, Peter Stone, Yuke Zhu

2205.02222

LVBench: An Extreme Long Video Understanding Benchmark

Weihan Wang, Zehai He, Wenyi Hong, Yean Cheng, Xiaohan Zhang, Ji Qi, Xiaotao Gu, Shiyu Huang, Bin Xu, Yuxiao Dong, Ming Ding, Jie Tang

2406.08035

Identifying Mislabeled Data using the Area Under the Margin Ranking

Geoff Pleiss, Tianyi Zhang, Ethan R. Elenberg, Kilian Q. Weinberger

2001.10528

A Survey on Deep Learning in Medical Image Analysis

Geert Litjens, Thijs Kooi, Babak Ehteshami Bejnordi, Arnaud Arindra Adiyoso Setio, Francesco Ciompi, Mohsen Ghafoorian, Jeroen A. W. M. van der Laak, Bram van Ginneken, Clara I. Sánchez

1702.05747

SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation

Yen-Chi Cheng, Hsin-Ying Lee, Sergey Tulyakov, Alexander Schwing, Liangyan Gui

2212.04493

Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs

Loic Landrieu, Martin Simonovsky

1711.09869

Fusion++: Volumetric Object-Level SLAM

John McCormac, Ronald Clark, Michael Bloesch, Andrew J. Davison, Stefan Leutenegger

1808.08378

DARTS+: Improved Differentiable Architecture Search with Early Stopping

Hanwen Liang, Shifeng Zhang, Jiacheng Sun, Xingqiu He, Weiran Huang, Kechen Zhuang, Zhenguo Li

1909.06035

AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning

Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala

2103.16002

StyleBank: An Explicit Representation for Neural Image Style Transfer

Dongdong Chen, Lu Yuan, Jing Liao, Nenghai Yu, Gang Hua

1703.09210

GLAMpoints: Greedily Learned Accurate Match points

Prune Truong, Stefanos Apostolopoulos, Agata Mosinska, Samuel Stucky, Carlos Ciller, Sandro De Zanet

1908.06812

Anatomy of Catastrophic Forgetting: Hidden Representations and Task Semantics

Vinay V. Ramasesh, Ethan Dyer, Maithra Raghu

2007.07400

GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds

Zekun Hao, Arun Mallya, Serge Belongie, Ming-Yu Liu

2104.07659

Semi-Dense 3D Reconstruction with a Stereo Event Camera

Yi Zhou, Guillermo Gallego, Henri Rebecq, Laurent Kneip, Hongdong Li, Davide Scaramuzza

1807.07429

Backdoor Attack in the Physical World

Yiming Li, Tongqing Zhai, Yong Jiang, Zhifeng Li, Shu-Tao Xia

2104.02361

Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification

Renchun You, Zhiyao Guo, Lei Cui, Xiang Long, Yingze Bao, Shilei Wen

1912.07872

MoreFusion: Multi-object Reasoning for 6D Pose Estimation from Volumetric Fusion

Kentaro Wada, Edgar Sucar, Stephen James, Daniel Lenton, Andrew J. Davison

2004.04336

HAQ: Hardware-Aware Automated Quantization with Mixed Precision

Kuan Wang, Zhijian Liu, Yujun Lin, Ji Lin, Song Han

1811.08886

VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation

Linjie Li, Jie Lei, Zhe Gan, Licheng Yu, Yen-Chun Chen, Rohit Pillai, Yu Cheng, Luowei Zhou, Xin Eric Wang, William Yang Wang, Tamara Lee Berg, Mohit Bansal, Jingjing Liu, Lijuan Wang, Zicheng Liu

2106.04632

A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

Dan Hendrycks, Kevin Gimpel

1610.02136

DN-DETR: Accelerate DETR Training by Introducing Query DeNoising

Feng Li, Hao Zhang, Shilong Liu, Jian Guo, Lionel M. Ni, Lei Zhang

2203.01305

Harmonizing Visual Text Comprehension and Generation

Zhen Zhao, Jingqun Tang, Binghong Wu, Chunhui Lin, Shu Wei, Hao Liu, Xin Tan, Zhizhong Zhang, Can Huang, Yuan Xie

2407.16364

TextSquare: Scaling up Text-Centric Visual Instruction Tuning

Jingqun Tang, Chunhui Lin, Zhen Zhao, Shu Wei, Binghong Wu, Qi Liu, Yangfan He, Kuan Lu, Hao Feng, Yang Li, Siqi Wang, Lei Liao, Wei Shi, Yuliang Liu, Hao Liu, Yuan Xie, Xiang Bai, Can Huang

2404.12803

Meta-Learning for Semi-Supervised Few-Shot Classification

Mengye Ren, Eleni Triantafillou, Sachin Ravi, Jake Snell, Kevin Swersky, Joshua B. Tenenbaum, Hugo Larochelle, Richard S. Zemel

1803.00676

State of the Art on Diffusion Models for Visual Computing

Ryan Po, Wang Yifan, Vladislav Golyanik, Kfir Aberman, Jonathan T. Barron, Amit H. Bermano, Eric Ryan Chan, Tali Dekel, Aleksander Holynski, Angjoo Kanazawa, C. Karen Liu, Lingjie Liu, Ben Mildenhall, Matthias Nießner, Björn Ommer, Christian Theobalt, Peter Wonka, Gordon Wetzstein

2310.07204

Denoising Diffusion Restoration Models

Bahjat Kawar, Michael Elad, Stefano Ermon, Jiaming Song

2201.11793

Dense Pose Transfer

Natalia Neverova, Riza Alp Guler, Iasonas Kokkinos

1809.01995

Learning from Lexical Perturbations for Consistent Visual Question Answering

Spencer Whitehead, Hui Wu, Yi Ren Fung, Heng Ji, Rogerio Feris, Kate Saenko

2011.13406

MMDetection: Open MMLab Detection Toolbox and Benchmark

Kai Chen, Jiaqi Wang, Jiangmiao Pang, Yuhang Cao, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jiarui Xu, Zheng Zhang, Dazhi Cheng, Chenchen Zhu, Tianheng Cheng, Qijie Zhao, Buyu Li, Xin Lu, Rui Zhu, Yue Wu, Jifeng Dai, Jingdong Wang, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin

1906.07155

Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies

Itai Gat, Idan Schwartz, Alexander Schwing, Tamir Hazan

2010.10802

Unsupervised Deep Feature Extraction for Remote Sensing Image Classification

Adriana Romero, Carlo Gatta, Gustau Camps-Valls

1511.08131

FaceVR: Real-Time Facial Reenactment and Eye Gaze Control in Virtual Reality

Justus Thies, Michael Zollhöfer, Marc Stamminger, Christian Theobalt, Matthias Nießner

1610.03151

Asynchronous, Photometric Feature Tracking using Events and Frames

Daniel Gehrig, Henri Rebecq, Guillermo Gallego, Davide Scaramuzza

1807.09713

DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization

Nisha Huang, Yuxin Zhang, Fan Tang, Chongyang Ma, Haibin Huang, Yong Zhang, Weiming Dong, Changsheng Xu

2211.10682

Extremely Low Bit Neural Network: Squeeze the Last Bit Out with ADMM

Cong Leng, Hao Li, Shenghuo Zhu, Rong Jin

1707.09870

Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes

Dmytro Kotovenko, Matthias Wright, Arthur Heimbrecht, Björn Ommer

2103.17185

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Zhe Chen, Weiyun Wang, Yue Cao, Yangzhou Liu, Zhangwei Gao, Erfei Cui, Jinguo Zhu, Shenglong Ye, Hao Tian, Zhaoyang Liu, Lixin Gu, Xuehui Wang, Qingyun Li, Yiming Ren, Zixuan Chen, Jiapeng Luo, Jiahao Wang, Tan Jiang, Bo Wang, Conghui He, Botian Shi, Xingcheng Zhang, Han Lv, Yi Wang, Wenqi Shao, Pei Chu, Zhongying Tu, Tong He, Zhiyong Wu, Huipeng Deng, Jiaye Ge, Kai Chen, Kaipeng Zhang, Limin Wang, Min Dou, Lewei Lu, Xizhou Zhu, Tong Lu, Dahua Lin, Yu Qiao, Jifeng Dai, Wenhai Wang

2412.05271

OctNetFusion: Learning Depth Fusion from Data

Gernot Riegler, Ali Osman Ulusoy, Horst Bischof, Andreas Geiger

1704.01047

Reproducible scaling laws for contrastive language-image learning

Mehdi Cherti, Romain Beaumont, Ross Wightman, Mitchell Wortsman, Gabriel Ilharco, Cade Gordon, Christoph Schuhmann, Ludwig Schmidt, Jenia Jitsev

2212.07143

Coherent Gradients: An Approach to Understanding Generalization in Gradient Descent-based Optimization

Satrajit Chatterjee

2002.10657

Interactively Transferring CNN Patterns for Part Localization

Quanshi Zhang, Ruiming Cao, Shengming Zhang, Mark Redmonds, Ying Nian Wu, Song-Chun Zhu

1708.01783

XNAS: Neural Architecture Search with Expert Advice

Niv Nayman, Asaf Noy, Tal Ridnik, Itamar Friedman, Rong Jin, Lihi Zelnik-Manor

1906.08031

A continual learning survey: Defying forgetting in classification tasks

Matthias De Lange, Rahaf Aljundi, Marc Masana, Sarah Parisot, Xu Jia, Ales Leonardis, Gregory Slabaugh, Tinne Tuytelaars

1909.08383

ContactPose: A Dataset of Grasps with Object Contact and Hand Pose

Samarth Brahmbhatt, Chengcheng Tang, Christopher D. Twigg, Charles C. Kemp, James Hays

2007.09545

Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation

Daiqing Li, Aleks Kamko, Ehsan Akhgari, Ali Sabet, Linmiao Xu, Suhail Doshi

2402.17245

VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning

Bo Jiang, Shaoyu Chen, Hao Gao, Bencheng Liao, Qian Zhang, Wenyu Liu, Xinggang Wang

2402.13243

Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the Wild

Jason Y. Zhang, Sam Pepose, Hanbyul Joo, Deva Ramanan, Jitendra Malik, Angjoo Kanazawa

2007.15649

Point Cloud Completion by Skip-attention Network with Hierarchical Folding

Xin Wen, Tianyang Li, Zhizhong Han, Yu-Shen Liu

2005.03871

Transductive Zero-Shot Learning with a Self-training dictionary approach

Yunlong Yu, Zhong Ji, Xi Li, Jichang Guo, Zhongfei Zhang, Haibin Ling, Fei Wu

1703.08893

3D human pose estimation in video with temporal convolutions and semi-supervised training

Dario Pavllo, Christoph Feichtenhofer, David Grangier, Michael Auli

1811.11742

Locality Guidance for Improving Vision Transformers on Tiny Datasets

Kehan Li, Runyi Yu, Zhennan Wang, Li Yuan, Guoli Song, Jie Chen

2207.10026

What Matters in Language Conditioned Robotic Imitation Learning over Unstructured Data

Oier Mees, Lukas Hermann, Wolfram Burgard

2204.06252

Learning Generative Structure Prior for Blind Text Image Super-resolution

Xiaoming Li, Wangmeng Zuo, Chen Change Loy

2303.14726

Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts

Shafin Rahman, Salman Khan, Fatih Porikli

1803.06049

One-Step Diffusion Distillation through Score Implicit Matching

Weijian Luo, Zemin Huang, Zhengyang Geng, J. Zico Kolter, Guo-jun Qi

2410.16794

FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation

Shuai Yang, Yifan Zhou, Ziwei Liu, Chen Change Loy

2403.12962

Translating Images into Maps

Avishkar Saha, Oscar Mendez Maldonado, Chris Russell, Richard Bowden

2110.00966

Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training

Yang Zou, Zhiding Yu, B. V. K. Vijaya Kumar, Jinsong Wang

1810.07911

Revisiting the Importance of Individual Units in CNNs via Ablation

Bolei Zhou, Yiyou Sun, David Bau, Antonio Torralba

1806.02891

What Matters in Training a GPT4-Style Language Model with Multimodal Inputs?

Yan Zeng, Hanbo Zhang, Jiani Zheng, Jiangnan Xia, Guoqiang Wei, Yang Wei, Yuchen Zhang, Tao Kong

2307.02469

Track Anything: Segment Anything Meets Videos

Jinyu Yang, Mingqi Gao, Zhe Li, Shang Gao, Fangjing Wang, Feng Zheng

2304.11968

Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction

Osama Makansi, Eddy Ilg, Özgün Cicek, Thomas Brox

1906.03631

Keypoints-Based Deep Feature Fusion for Cooperative Vehicle Detection of Autonomous Driving

Yunshuang Yuan, Hao Cheng, Monika Sester

2109.11615

Self-supervised Co-training for Video Representation Learning

Tengda Han, Weidi Xie, Andrew Zisserman

2010.09709

MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

Xiang Yue, Yuansheng Ni, Kai Zhang, Tianyu Zheng, Ruoqi Liu, Ge Zhang, Samuel Stevens, Dongfu Jiang, Weiming Ren, Yuxuan Sun, Cong Wei, Botao Yu, Ruibin Yuan, Renliang Sun, Ming Yin, Boyuan Zheng, Zhenzhu Yang, Yibo Liu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen

2311.16502

Differentially Private Synthetic Data via Foundation Model APIs 1: Images

Zinan Lin, Sivakanth Gopi, Janardhan Kulkarni, Harsha Nori, Sergey Yekhanin

2305.15560

ReFIR: Grounding Large Restoration Models with Retrieval Augmentation

Hang Guo, Tao Dai, Zhihao Ouyang, Taolin Zhang, Yaohua Zha, Bin Chen, Shu-tao Xia

2410.05601

Deep Multitask Architecture for Integrated 2D and 3D Human Sensing

Alin-Ionut Popa, Mihai Zanfir, Cristian Sminchisescu

1701.08985

A Graph-Based Framework to Bridge Movies and Synopses

Yu Xiong, Qingqiu Huang, Lingfeng Guo, Hang Zhou, Bolei Zhou, Dahua Lin

1910.11009

End-to-end people detection in crowded scenes

Russell Stewart, Mykhaylo Andriluka

1506.04878

Multi-view Face Detection Using Deep Convolutional Neural Networks

Sachin Sudhakar Farfade, Mohammad Saberian, Li-Jia Li

1502.02766

Action Tubelet Detector for Spatio-Temporal Action Localization

Vicky Kalogeiton, Philippe Weinzaepfel, Vittorio Ferrari, Cordelia Schmid

1705.01861

GenAttack: Practical Black-box Attacks with Gradient-Free Optimization

Moustafa Alzantot, Yash Sharma, Supriyo Chakraborty, Huan Zhang, Cho-Jui Hsieh, Mani Srivastava

1805.11090

Are Labels Required for Improving Adversarial Robustness?

Jonathan Uesato, Jean-Baptiste Alayrac, Po-Sen Huang, Robert Stanforth, Alhussein Fawzi, Pushmeet Kohli

1905.13725

Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking

Jinlong Peng, Changan Wang, Fangbin Wan, Yang Wu, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yanwei Fu

2007.14557

Location-aware Graph Convolutional Networks for Video Question Answering

Deng Huang, Peihao Chen, Runhao Zeng, Qing Du, Mingkui Tan, Chuang Gan

2008.09105

The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification

Tianjun Xiao, Yichong Xu, Kuiyuan Yang, Jiaxing Zhang, Yuxin Peng, Zheng Zhang

1411.6447

Track and Transfer: Watching Videos to Simulate Strong Human Supervision for Weakly-Supervised Object Detection

Krishna Kumar Singh, Fanyi Xiao, Yong Jae Lee

1604.05766

Group-wise Correlation Stereo Network

Xiaoyang Guo, Kai Yang, Wukui Yang, Xiaogang Wang, Hongsheng Li

1903.04025

Object Level Visual Reasoning in Videos

Fabien Baradel, Natalia Neverova, Christian Wolf, Julien Mille, Greg Mori

1806.06157

Frequency-Spatial Entanglement Learning for Camouflaged Object Detection

Yanguang Sun, Chunyan Xu, Jian Yang, Hanyu Xuan, Lei Luo

2409.01686

Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration

Zongxin Yang, Yunchao Wei, Yi Yang

2010.06349

TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment

Jianwei Yang, Yonatan Bisk, Jianfeng Gao

2108.09980

BEVT: BERT Pretraining of Video Transformers

Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Yu-Gang Jiang, Luowei Zhou, Lu Yuan

2112.01529

3D-FUTURE: 3D Furniture shape with TextURE

Huan Fu, Rongfei Jia, Lin Gao, Mingming Gong, Binqiang Zhao, Steve Maybank, Dacheng Tao

2009.09633

Scale-Aware Trident Networks for Object Detection

Yanghao Li, Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang

1901.01892

EditGAN: High-Precision Semantic Image Editing

Huan Ling, Karsten Kreis, Daiqing Li, Seung Wook Kim, Antonio Torralba, Sanja Fidler

2111.03186

Flexible Neural Representation for Physics Prediction

Damian Mrowca, Chengxu Zhuang, Elias Wang, Nick Haber, Li Fei-Fei, Joshua B. Tenenbaum, Daniel L. K. Yamins

1806.08047

NeRF-Pose: A First-Reconstruct-Then-Regress Approach for Weakly-supervised 6D Object Pose Estimation

Fu Li, Hao Yu, Ivan Shugurov, Benjamin Busam, Shaowu Yang, Slobodan Ilic

2203.04802

One-Shot Visual Imitation Learning via Meta-Learning

Chelsea Finn, Tianhe Yu, Tianhao Zhang, Pieter Abbeel, Sergey Levine

1709.04905

Two-Phase Learning for Weakly Supervised Object Localization

Dahun Kim, Donghyeon Cho, Donggeun Yoo, In So Kweon

1708.02108

EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning

Hongbin Liu, Jinyuan Jia, Wenjie Qu, Neil Zhenqiang Gong

2108.11023

Point Cloud Instance Segmentation using Probabilistic Embeddings

Biao Zhang, Peter Wonka

1912.00145

Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation

David Junhao Zhang, Jay Zhangjie Wu, Jia-Wei Liu, Rui Zhao, Lingmin Ran, Yuchao Gu, Difei Gao, Mike Zheng Shou

2309.15818

OPV2V: An Open Benchmark Dataset and Fusion Pipeline for Perception with Vehicle-to-Vehicle Communication

Runsheng Xu, Hao Xiang, Xin Xia, Xu Han, Jinlong Li, Jiaqi Ma

2109.07644

Learning to Detect Human-Object Interactions

Yu-Wei Chao, Yunfan Liu, Xieyang Liu, Huayi Zeng, Jia Deng

1702.05448

Deep Snake for Real-Time Instance Segmentation

Sida Peng, Wen Jiang, Huaijin Pi, Xiuli Li, Hujun Bao, Xiaowei Zhou

2001.01629

TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training Model

Bo Pang, Yizhuo Li, Yifan Zhang, Muchen Li, Cewu Lu

2006.05683

Improving Robustness Without Sacrificing Accuracy with Patch Gaussian Augmentation

Raphael Gontijo Lopes, Dong Yin, Ben Poole, Justin Gilmer, Ekin D. Cubuk

1906.02611

Zero-Shot Visual Recognition via Bidirectional Latent Embedding

Qian Wang, Ke Chen

1607.02104

The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance Segmentation

Tao Wang, Yu Li, Bingyi Kang, Junnan Li, Junhao Liew, Sheng Tang, Steven Hoi, Jiashi Feng

2007.11978

LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood

Abhinav Kumar, Tim K. Marks, Wenxuan Mou, Ye Wang, Michael Jones, Anoop Cherian, Toshiaki Koike-Akino, Xiaoming Liu, Chen Feng

2004.02980

MonoGRNet: A Geometric Reasoning Network for Monocular 3D Object Localization

Zengyi Qin, Jinglu Wang, Yan Lu

1811.10247

NeRF in the Dark: High Dynamic Range View Synthesis from Noisy Raw Images

Ben Mildenhall, Peter Hedman, Ricardo Martin-Brualla, Pratul Srinivasan, Jonathan T. Barron

2111.13679

PREDATOR: Registration of 3D Point Clouds with Low Overlap

Shengyu Huang, Zan Gojcic, Mikhail Usvyatsov, Andreas Wieser, Konrad Schindler

2011.13005

RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark

Zhuo Deng, Yuanhao Cai, Lu Chen, Zheng Gong, Qiqi Bao, Xue Yao, Dong Fang, Shaochong Zhang, Lan Ma

2201.00466

Meta-learning with differentiable closed-form solvers

Luca Bertinetto, João F. Henriques, Philip H. S. Torr, Andrea Vedaldi

1805.08136

Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution

Thang Vu, Hyunjun Jang, Trung X. Pham, Chang D. Yoo

1909.06720

GAN Slimming: All-in-One GAN Compression by A Unified Optimization Framework

Haotao Wang, Shupeng Gui, Haichuan Yang, Ji Liu, Zhangyang Wang

2008.11062

Graph HyperNetworks for Neural Architecture Search

Chris Zhang, Mengye Ren, Raquel Urtasun

1810.05749

Bottleneck Transformers for Visual Recognition

Aravind Srinivas, Tsung-Yi Lin, Niki Parmar, Jonathon Shlens, Pieter Abbeel, Ashish Vaswani

2101.11605

Gradients as Features for Deep Representation Learning

Fangzhou Mu, Yingyu Liang, Yin Li

2004.05529

A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment

Shuang Ma, Jing Liu, Chang Wen Chen

1704.00248

An Outlook into the Future of Egocentric Vision

Chiara Plizzari, Gabriele Goletto, Antonino Furnari, Siddhant Bansal, Francesco Ragusa, Giovanni Maria Farinella, Dima Damen, Tatiana Tommasi

2308.07123

Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection

Zeyi Huang, Yang Zou, Vijayakumar Bhagavatula, Dong Huang

2010.12023

Habitat-Web: Learning Embodied Object-Search Strategies from Human Demonstrations at Scale

Ram Ramrakhya, Eric Undersander, Dhruv Batra, Abhishek Das

2204.03514

Convolutional Mesh Regression for Single-Image Human Shape Reconstruction

Nikos Kolotouros, Georgios Pavlakos, Kostas Daniilidis

1905.03244

KDEformer: Accelerating Transformers via Kernel Density Estimation

Amir Zandieh, Insu Han, Majid Daliri, Amin Karbasi

2302.02451

Differentially Private Diffusion Models Generate Useful Synthetic Images

Sahra Ghalebikesabi, Leonard Berrada, Sven Gowal, Ira Ktena, Robert Stanforth, Jamie Hayes, Soham De, Samuel L. Smith, Olivia Wiles, Borja Balle

2302.13861

MIMIC-IT: Multi-Modal In-Context Instruction Tuning

Bo Li, Yuanhan Zhang, Liangyu Chen, Jinghao Wang, Fanyi Pu, Jingkang Yang, Chunyuan Li, Ziwei Liu

2306.05425

Effective Data Augmentation With Diffusion Models

Brandon Trabucco, Kyle Doherty, Max Gurinas, Ruslan Salakhutdinov

2302.07944

Video Captioning with Transferred Semantic Attributes

Yingwei Pan, Ting Yao, Houqiang Li, Tao Mei

1611.07675

Human-Aware Object Placement for Visual Environment Reconstruction

Hongwei Yi, Chun-Hao P. Huang, Dimitrios Tzionas, Muhammed Kocabas, Mohamed Hassan, Siyu Tang, Justus Thies, Michael J. Black

2203.03609

Prompting Visual-Language Models for Efficient Video Understanding

Chen Ju, Tengda Han, Kunhao Zheng, Ya Zhang, Weidi Xie

2112.04478

Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration

Mauricio Delbracio, Peyman Milanfar

2303.11435

Unsupervised Person Re-identification: Clustering and Fine-tuning

Hehe Fan, Liang Zheng, Yi Yang

1705.10444

Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection

Junran Peng, Ming Sun, Zhaoxiang Zhang, Tieniu Tan, Junjie Yan

1909.02293

Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples

Shehzeen Hussain, Paarth Neekhara, Malhar Jere, Farinaz Koushanfar, Julian McAuley

2002.12749

Large-scale weakly-supervised pre-training for video action recognition

Deepti Ghadiyaram, Matt Feiszli, Du Tran, Xueting Yan, Heng Wang, Dhruv Mahajan

1905.00561

Learning to Prompt for Continual Learning

Zifeng Wang, Zizhao Zhang, Chen-Yu Lee, Han Zhang, Ruoxi Sun, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer Dy, Tomas Pfister

2112.08654

ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans

Angela Dai, Daniel Ritchie, Martin Bokeloh, Scott Reed, Jürgen Sturm, Matthias Nießner

1712.10215

Learning Monocular Reactive UAV Control in Cluttered Natural Environments

Stephane Ross, Narek Melik-Barkhudarov, Kumar Shaurya Shankar, Andreas Wendel, Debadeepta Dey, J. Andrew Bagnell, Martial Hebert

1211.1690

Lumina-T2X: Transforming Text into Any Modality, Resolution, and Duration via Flow-based Large Diffusion Transformers

Peng Gao, Le Zhuo, Dongyang Liu, Ruoyi Du, Xu Luo, Longtian Qiu, Yuhang Zhang, Chen Lin, Rongjie Huang, Shijie Geng, Renrui Zhang, Junlin Xi, Wenqi Shao, Zhengkai Jiang, Tianshuo Yang, Weicai Ye, He Tong, Jingwen He, Yu Qiao, Hongsheng Li

2405.05945

Rich Image Captioning in the Wild

Kenneth Tran, Xiaodong He, Lei Zhang, Jian Sun, Cornelia Carapcea, Chris Thrasher, Chris Buehler, Chris Sienkiewicz

1603.09016

VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation

Manoj Kumar, Mohammad Babaeizadeh, Dumitru Erhan, Chelsea Finn, Sergey Levine, Laurent Dinh, Durk Kingma

1903.01434

gDNA: Towards Generative Detailed Neural Avatars

Xu Chen, Tianjian Jiang, Jie Song, Jinlong Yang, Michael J. Black, Andreas Geiger, Otmar Hilliges

2201.04123

LISA: Reasoning Segmentation via Large Language Model

Xin Lai, Zhuotao Tian, Yukang Chen, Yanwei Li, Yuhui Yuan, Shu Liu, Jiaya Jia

2308.00692

3DStyleNet: Creating 3D Shapes with Geometric and Texture Style Variations

Kangxue Yin, Jun Gao, Maria Shugrina, Sameh Khamis, Sanja Fidler

2108.12958

Instance Localization for Self-supervised Detection Pretraining

Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin

2102.08318

Rethinking the Trigger of Backdoor Attack

Yiming Li, Tongqing Zhai, Baoyuan Wu, Yong Jiang, Zhifeng Li, Shutao Xia

2004.04692

Cross-view Asymmetric Metric Learning for Unsupervised Person Re-identification

Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng

1708.08062

DeepWarp: Photorealistic Image Resynthesis for Gaze Manipulation

Yaroslav Ganin, Daniil Kononenko, Diana Sungatullina, Victor Lempitsky

1607.07215

Are We on the Right Way for Evaluating Large Vision-Language Models?

Lin Chen, Jinsong Li, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Zehui Chen, Haodong Duan, Jiaqi Wang, Yu Qiao, Dahua Lin, Feng Zhao

2403.20330

Large Scale Interactive Motion Forecasting for Autonomous Driving : The Waymo Open Motion Dataset

Scott Ettinger, Shuyang Cheng, Benjamin Caine, Chenxi Liu, Hang Zhao, Sabeek Pradhan, Yuning Chai, Ben Sapp, Charles Qi, Yin Zhou, Zoey Yang, Aurelien Chouard, Pei Sun, Jiquan Ngiam, Vijay Vasudevan, Alexander McCauley, Jonathon Shlens, Dragomir Anguelov

2104.10133

LSTA: Long Short-Term Attention for Egocentric Action Recognition

Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz

1811.10698

GAN Inversion for Out-of-Range Images with Geometric Transformations

Kyoungkook Kang, Seongtae Kim, Sunghyun Cho

2108.08998

Multimodal Residual Learning for Visual QA

Jin-Hwa Kim, Sang-Woo Lee, Dong-Hyun Kwak, Min-Oh Heo, Jeonghee Kim, Jung-Woo Ha, Byoung-Tak Zhang

1606.01455

ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation

Chuang Gan, Jeremy Schwartz, Seth Alter, Damian Mrowca, Martin Schrimpf, James Traer, Julian De Freitas, Jonas Kubilius, Abhishek Bhandwaldar, Nick Haber, Megumi Sano, Kuno Kim, Elias Wang, Michael Lingelbach, Aidan Curtis, Kevin Feigelis, Daniel M. Bear, Dan Gutfreund, David Cox, Antonio Torralba, James J. DiCarlo, Joshua B. Tenenbaum, Josh H. McDermott, Daniel L. K. Yamins

2007.04954

Emu3: Next-Token Prediction is All You Need

Xinlong Wang, Xiaosong Zhang, Zhengxiong Luo, Quan Sun, Yufeng Cui, Jinsheng Wang, Fan Zhang, Yueze Wang, Zhen Li, Qiying Yu, Yingli Zhao, Yulong Ao, Xuebin Min, Tao Li, Boya Wu, Bo Zhao, Bowen Zhang, Liangdong Wang, Guang Liu, Zheqi He, Xi Yang, Jingjing Liu, Yonghua Lin, Tiejun Huang, Zhongyuan Wang

2409.18869

Traffic Control Gesture Recognition for Autonomous Vehicles

Julian Wiederer, Arij Bouazizi, Ulrich Kressel, Vasileios Belagiannis

2007.16072

DriveGPT4: Interpretable End-to-end Autonomous Driving via Large Language Model

Zhenhua Xu, Yujia Zhang, Enze Xie, Zhen Zhao, Yong Guo, Kwan-Yee. K. Wong, Zhenguo Li, Hengshuang Zhao

2310.01412

X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval

Satya Krishna Gorti, Noel Vouitsis, Junwei Ma, Keyvan Golestan, Maksims Volkovs, Animesh Garg, Guangwei Yu

2203.15086

Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concepts

Raymond A. Yeh, Jinjun Xiong, Wen-mei W. Hwu, Minh N. Do, Alexander G. Schwing

1803.11209

A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need?

Chaoning Zhang, Chenshuang Zhang, Sheng Zheng, Yu Qiao, Chenghao Li, Mengchun Zhang, Sumit Kumar Dam, Chu Myaet Thwal, Ye Lin Tun, Le Luang Huy, Donguk kim, Sung-Ho Bae, Lik-Hang Lee, Yang Yang, Heng Tao Shen, In So Kweon, Choong Seon Hong

2303.11717

3D Shape Segmentation with Projective Convolutional Networks

Evangelos Kalogerakis, Melinos Averkiou, Subhransu Maji, Siddhartha Chaudhuri

1612.02808

Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation

Helge Rhodin, Mathieu Salzmann, Pascal Fua

1804.01110

NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction

Peng Wang, Lingjie Liu, Yuan Liu, Christian Theobalt, Taku Komura, Wenping Wang

2106.10689

GRNet: Gridding Residual Network for Dense Point Cloud Completion

Haozhe Xie, Hongxun Yao, Shangchen Zhou, Jiageng Mao, Shengping Zhang, Wenxiu Sun

2006.03761

A Large-scale Attribute Dataset for Zero-shot Learning

Bo Zhao, Yanwei Fu, Rui Liang, Jiahong Wu, Yonggang Wang, Yizhou Wang

1804.04314

Joint learning of object graph and relation graph for visual question answering

Hao Li, Xu Li, Belhal Karimi, Jie Chen, Mingming Sun

2205.04188

Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning

Yuchong Sun, Hongwei Xue, Ruihua Song, Bei Liu, Huan Yang, Jianlong Fu

2210.06031

Attentive Contexts for Object Detection

Jianan Li, Yunchao Wei, Xiaodan Liang, Jian Dong, Tingfa Xu, Jiashi Feng, Shuicheng Yan

1603.07415

Gen6D: Generalizable Model-Free 6-DoF Object Pose Estimation from RGB Images

Yuan Liu, Yilin Wen, Sida Peng, Cheng Lin, Xiaoxiao Long, Taku Komura, Wenping Wang

2204.10776

Soft Sampling for Robust Object Detection

Zhe Wu, Navaneeth Bodla, Bharat Singh, Mahyar Najibi, Rama Chellappa, Larry S. Davis

1806.06986

Patching open-vocabulary models by interpolating weights

Gabriel Ilharco, Mitchell Wortsman, Samir Yitzhak Gadre, Shuran Song, Hannaneh Hajishirzi, Simon Kornblith, Ali Farhadi, Ludwig Schmidt

2208.05592

Graph-Structured Referring Expression Reasoning in The Wild

Sibei Yang, Guanbin Li, Yizhou Yu

2004.08814

Adversarial Scene Editing: Automatic Object Removal from Weak Supervision

Rakshith Shetty, Mario Fritz, Bernt Schiele

1806.01911

Synthetic Training for Accurate 3D Human Pose and Shape Estimation in the Wild

Akash Sengupta, Ignas Budvytis, Roberto Cipolla

2009.10013

Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models

Gowthami Somepalli, Vasu Singla, Micah Goldblum, Jonas Geiping, Tom Goldstein

2212.03860

Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning

Weifeng Ge, Sibei Yang, Yizhou Yu

1802.09129

Rethinking Vision Transformers for MobileNet Size and Speed

Yanyu Li, Ju Hu, Yang Wen, Georgios Evangelidis, Kamyar Salahi, Yanzhi Wang, Sergey Tulyakov, Jian Ren

2212.08059

Manipulation by Feel: Touch-Based Control with Deep Predictive Models

Stephen Tian, Frederik Ebert, Dinesh Jayaraman, Mayur Mudigonda, Chelsea Finn, Roberto Calandra, Sergey Levine

1903.04128

SHERF: Generalizable Human NeRF from a Single Image

Shoukang Hu, Fangzhou Hong, Liang Pan, Haiyi Mei, Lei Yang, Ziwei Liu

2303.12791

Project Aria: A New Tool for Egocentric Multi-Modal AI Research

Jakob Engel, Kiran Somasundaram, Michael Goesele, Albert Sun, Alexander Gamino, Andrew Turner, Arjang Talattof, Arnie Yuan, Bilal Souti, Brighid Meredith, Cheng Peng, Chris Sweeney, Cole Wilson, Dan Barnes, Daniel DeTone, David Caruso, Derek Valleroy, Dinesh Ginjupalli, Duncan Frost, Edward Miller, Elias Mueggler, Evgeniy Oleinik, Fan Zhang, Guruprasad Somasundaram, Gustavo Solaira, Harry Lanaras, Henry Howard-Jenkins, Huixuan Tang, Hyo Jin Kim, Jaime Rivera, Ji Luo, Jing Dong, Julian Straub, Kevin Bailey, Kevin Eckenhoff, Lingni Ma, Luis Pesqueira, Mark Schwesinger, Maurizio Monge, Nan Yang, Nick Charron, Nikhil Raina, Omkar Parkhi, Peter Borschowa, Pierre Moulon, Prince Gupta, Raul Mur-Artal, Robbie Pennington, Sachin Kulkarni, Sagar Miglani, Santosh Gondi, Saransh Solanki, Sean Diener, Shangyi Cheng, Simon Green, Steve Saarinen, Suvam Patra, Tassos Mourikis, Thomas Whelan, Tripti Singh, Vasileios Balntas, Vijay Baiyya, Wilson Dreewes, Xiaqing Pan, Yang Lou, Yipu Zhao, Yusuf Mansour, Yuyang Zou, Zhaoyang Lv, Zijian Wang, Mingfei Yan, Carl Ren, Renzo De Nardi, Richard Newcombe

2308.13561

An Open and Comprehensive Pipeline for Unified Object Grounding and Detection

Xiangyu Zhao, Yicheng Chen, Shilin Xu, Xiangtai Li, Xinjiang Wang, Yining Li, Haian Huang

2401.02361

DaViT: Dual Attention Vision Transformers

Mingyu Ding, Bin Xiao, Noel Codella, Ping Luo, Jingdong Wang, Lu Yuan

2204.03645

AdaMixer: A Fast-Converging Query-Based Object Detector

Ziteng Gao, Limin Wang, Bing Han, Sheng Guo

2203.16507

Cross-Scale Internal Graph Neural Network for Image Super-Resolution

Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo, Chen Change Loy

2006.16673

Efficient Regional Memory Network for Video Object Segmentation

Haozhe Xie, Hongxun Yao, Shangchen Zhou, Shengping Zhang, Wenxiu Sun

2103.12934

Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One

Will Grathwohl, Kuan-Chieh Wang, Jörn-Henrik Jacobsen, David Duvenaud, Mohammad Norouzi, Kevin Swersky

1912.03263

Self-Supervised Intrinsic Image Decomposition

Michael Janner, Jiajun Wu, Tejas D. Kulkarni, Ilker Yildirim, Joshua B. Tenenbaum

1711.03678

Towards learning-based planning:The nuPlan benchmark for real-world autonomous driving

Napat Karnchanachari, Dimitris Geromichalos, Kok Seang Tan, Nanxiang Li, Christopher Eriksen, Shakiba Yaghoubi, Noushin Mehdipour, Gianmarco Bernasconi, Whye Kit Fong, Yiluan Guo, Holger Caesar

2403.04133

WanJuan: A Comprehensive Multimodal Dataset for Advancing English and Chinese Large Models

Conghui He, Zhenjiang Jin, Chao Xu, Jiantao Qiu, Bin Wang, Wei Li, Hang Yan, Jiaqi Wang, Dahua Lin

2308.10755

DAIR-V2X: A Large-Scale Dataset for Vehicle-Infrastructure Cooperative 3D Object Detection

Haibao Yu, Yizhen Luo, Mao Shu, Yiyi Huo, Zebang Yang, Yifeng Shi, Zhenglong Guo, Hanyu Li, Xing Hu, Jirui Yuan, Zaiqing Nie

2204.05575

Grid R-CNN

Xin Lu, Buyu Li, Yuxin Yue, Quanquan Li, Junjie Yan

1811.12030

End-to-End Localization and Ranking for Relative Attributes

Krishna Kumar Singh, Yong Jae Lee

1608.02676

Planar Surface Reconstruction from Sparse Views

Linyi Jin, Shengyi Qian, Andrew Owens, David F. Fouhey

2103.14644

Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition

Tianshui Chen, Liang Lin, Riquan Chen, Yang Wu, Xiaonan Luo

1807.00505

Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints

Reza Mahjourian, Martin Wicke, Anelia Angelova

1802.05522

Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description

Desmond Elliott, Stella Frank, Loïc Barrault, Fethi Bougares, Lucia Specia

1710.07177

RoboTHOR: An Open Simulation-to-Real Embodied AI Platform

Matt Deitke, Winson Han, Alvaro Herrasti, Aniruddha Kembhavi, Eric Kolve, Roozbeh Mottaghi, Jordi Salvador, Dustin Schwenk, Eli VanderBilt, Matthew Wallingford, Luca Weihs, Mark Yatskar, Ali Farhadi

2004.06799

Accurate 3D Body Shape Regression using Metric and Semantic Attributes

Vasileios Choutas, Lea Muller, Chun-Hao P. Huang, Siyu Tang, Dimitrios Tzionas, Michael J. Black

2206.07036

MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning

Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li

2310.03731

MiniGPT4-Video: Advancing Multimodal LLMs for Video Understanding with Interleaved Visual-Textual Tokens

Kirolos Ataallah, Xiaoqian Shen, Eslam Abdelrahman, Essam Sleiman, Deyao Zhu, Jian Ding, Mohamed Elhoseiny

2404.03413

Explanation by Progressive Exaggeration

Sumedha Singla, Brian Pollack, Junxiang Chen, Kayhan Batmanghelich

1911.00483

Hydra-MDP: End-to-end Multimodal Planning with Multi-target Hydra-Distillation

Zhenxin Li, Kailin Li, Shihao Wang, Shiyi Lan, Zhiding Yu, Yishen Ji, Zhiqi Li, Ziyue Zhu, Jan Kautz, Zuxuan Wu, Yu-Gang Jiang, Jose M. Alvarez

2406.06978

Representing Topological Self-Similarity Using Fractal Feature Maps for Accurate Segmentation of Tubular Structures

Jiaxing Huang, Yanfeng Zhou, Yaoru Luo, Guole Liu, Heng Guo, Ge Yang

2407.14754

Image Matching across Wide Baselines: From Paper to Practice

Yuhe Jin, Dmytro Mishkin, Anastasiia Mishchuk, Jiri Matas, Pascal Fua, Kwang Moo Yi, Eduard Trulls

2003.01587

Multi-modal Transformer for Video Retrieval

Valentin Gabeur, Chen Sun, Karteek Alahari, Cordelia Schmid

2007.10639

Egocentric Video-Language Pretraining

Kevin Qinghong Lin, Alex Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rongcheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou

2206.01670

Transformers are Sample-Efficient World Models

Vincent Micheli, Eloi Alonso, François Fleuret

2209.00588

Versatile Diffusion: Text, Images and Variations All in One Diffusion Model

Xingqian Xu, Zhangyang Wang, Eric Zhang, Kai Wang, Humphrey Shi

2211.08332

GPT-4V(ision) is a Generalist Web Agent, if Grounded

Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su

2401.01614

T-Net: Parametrizing Fully Convolutional Nets with a Single High-Order Tensor

Jean Kossaifi, Adrian Bulat, Georgios Tzimiropoulos, Maja Pantic

1904.02698

ActiveStereoNet: End-to-End Self-Supervised Learning for Active Stereo Systems

Yinda Zhang, Sameh Khamis, Christoph Rhemann, Julien Valentin, Adarsh Kowdle, Vladimir Tankovich, Michael Schoenberg, Shahram Izadi, Thomas Funkhouser, Sean Fanello

1807.06009

OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields

Zhe Cao, Gines Hidalgo, Tomas Simon, Shih-En Wei, Yaser Sheikh

1812.08008

Rethinking Mobile Block for Efficient Attention-based Models

Jiangning Zhang, Xiangtai Li, Jian Li, Liang Liu, Zhucun Xue, Boshen Zhang, Zhengkai Jiang, Tianxin Huang, Yabiao Wang, Chengjie Wang

2301.01146

PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation

Jonathon Luiten, Paul Voigtlaender, Bastian Leibe

1807.09190

Synthesizing the preferred inputs for neurons in neural networks via deep generator networks

Anh Nguyen, Alexey Dosovitskiy, Jason Yosinski, Thomas Brox, Jeff Clune

1605.09304

Slow-Fast Auditory Streams For Audio Recognition

Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman, Dima Damen

2103.03516

BOP Challenge 2020 on 6D Object Localization

Tomas Hodan, Martin Sundermeyer, Bertram Drost, Yann Labbe, Eric Brachmann, Frank Michel, Carsten Rother, Jiri Matas

2009.07378

Cycle-Consistency for Robust Visual Question Answering

Meet Shah, Xinlei Chen, Marcus Rohrbach, Devi Parikh

1902.05660

Exploring Human-like Attention Supervision in Visual Question Answering

Tingting Qiao, Jianfeng Dong, Duanqing Xu

1709.06308

Fast Point Transformer

Chunghyun Park, Yoonwoo Jeong, Minsu Cho, Jaesik Park

2112.04702

One Weight Bitwidth to Rule Them All

Ting-Wu Chin, Pierce I-Jen Chuang, Vikas Chandra, Diana Marculescu

2008.09916

Seesaw Loss for Long-Tailed Instance Segmentation

Jiaqi Wang, Wenwei Zhang, Yuhang Zang, Yuhang Cao, Jiangmiao Pang, Tao Gong, Kai Chen, Ziwei Liu, Chen Change Loy, Dahua Lin

2008.10032

DeepContext: Context-Encoding Neural Pathways for 3D Holistic Scene Understanding

Yinda Zhang, Mingru Bai, Pushmeet Kohli, Shahram Izadi, Jianxiong Xiao

1603.04922

pix2code: Generating Code from a Graphical User Interface Screenshot

Tony Beltramelli

1705.07962

Guided Collaborative Training for Pixel-wise Semi-Supervised Learning

Zhanghan Ke, Di Qiu, Kaican Li, Qiong Yan, Rynson W. H. Lau

2008.05258

An Image Patch is a Wave: Phase-Aware Vision MLP

Yehui Tang, Kai Han, Jianyuan Guo, Chang Xu, Yanxi Li, Chao Xu, Yunhe Wang

2111.12294

A Closer Look at the Robustness of Vision-and-Language Pre-trained Models

Linjie Li, Zhe Gan, Jingjing Liu

2012.08673

MotionDirector: Motion Customization of Text-to-Video Diffusion Models

Rui Zhao, Yuchao Gu, Jay Zhangjie Wu, David Junhao Zhang, Jiawei Liu, Weijia Wu, Jussi Keppo, Mike Zheng Shou

2310.08465

Few-Example Object Detection with Model Communication

Xuanyi Dong, Liang Zheng, Fan Ma, Yi Yang, Deyu Meng

1706.08249

REPAIR: Removing Representation Bias by Dataset Resampling

Yi Li, Nuno Vasconcelos

1904.07911

Bridging the Accuracy Gap for 2-bit Quantized Neural Networks (QNN)

Jungwook Choi, Pierce I-Jen Chuang, Zhuo Wang, Swagath Venkataramani, Vijayalakshmi Srinivasan, Kailash Gopalakrishnan

1807.06964

CodeMapping: Real-Time Dense Mapping for Sparse SLAM using Compact Scene Representations

Hidenobu Matsuki, Raluca Scona, Jan Czarnowski, Andrew J. Davison

2107.08994

A Unified Framework for Shot Type Classification Based on Subject Centric Lens

Anyi Rao, Jiaze Wang, Linning Xu, Xuekun Jiang, Qingqiu Huang, Bolei Zhou, Dahua Lin

2008.03548

Towards Precise End-to-end Weakly Supervised Object Detection Network

Ke Yang, Dongsheng Li, Yong Dou

1911.12148

InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

Xingchao Liu, Xiwen Zhang, Jianzhu Ma, Jian Peng, Qiang Liu

2309.06380

CuNeRF: Cube-Based Neural Radiance Field for Zero-Shot Medical Image Arbitrary-Scale Super Resolution

Zixuan Chen, Jian-Huang Lai, Lingxiao Yang, Xiaohua Xie

2303.16242

Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network

Chengyu Fang, Chunming He, Fengyang Xiao, Yulun Zhang, Longxiang Tang, Yuelin Zhang, Kai Li, Xiu Li

2406.07966

Zero-1-to-3: Zero-shot One Image to 3D Object

Ruoshi Liu, Rundi Wu, Basile Van Hoorick, Pavel Tokmakov, Sergey Zakharov, Carl Vondrick

2303.11328

Staple: Complementary Learners for Real-Time Tracking

Luca Bertinetto, Jack Valmadre, Stuart Golodetz, Ondrej Miksik, Philip Torr

1512.01355

PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization

Shunsuke Saito, Tomas Simon, Jason Saragih, Hanbyul Joo

2004.00452

Deeper, Broader and Artier Domain Generalization

Da Li, Yongxin Yang, Yi-Zhe Song, Timothy M. Hospedales

1710.03077

DeepCap: Monocular Human Performance Capture Using Weak Supervision

Marc Habermann, Weipeng Xu, Michael Zollhoefer, Gerard Pons-Moll, Christian Theobalt

2003.08325

Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models

Wieland Brendel, Jonas Rauber, Matthias Bethge

1712.04248

WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection

Zhaoyang Zeng, Bei Liu, Jianlong Fu, Hongyang Chao, Lei Zhang

1909.04972

iGibson 2.0: Object-Centric Simulation for Robot Learning of Everyday Household Tasks

Chengshu Li, Fei Xia, Roberto Martín-Martín, Michael Lingelbach, Sanjana Srivastava, Bokui Shen, Kent Vainio, Cem Gokmen, Gokul Dharan, Tanish Jain, Andrey Kurenkov, C. Karen Liu, Hyowon Gweon, Jiajun Wu, Li Fei-Fei, Silvio Savarese

2108.03272

SINE: SINgle Image Editing with Text-to-Image Diffusion Models

Zhixing Zhang, Ligong Han, Arnab Ghosh, Dimitris Metaxas, Jian Ren

2212.04489

VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models

Haoxin Chen, Yong Zhang, Xiaodong Cun, Menghan Xia, Xintao Wang, Chao Weng, Ying Shan

2401.09047

Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC)

Noel C. F. Codella, David Gutman, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Stephen W. Dusza, Aadi Kalloo, Konstantinos Liopyris, Nabin Mishra, Harald Kittler, Allan Halpern

1710.05006

Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures

Gal Metzer, Elad Richardson, Or Patashnik, Raja Giryes, Daniel Cohen-Or

2211.07600

Soft Threshold Weight Reparameterization for Learnable Sparsity

Aditya Kusupati, Vivek Ramanujan, Raghav Somani, Mitchell Wortsman, Prateek Jain, Sham Kakade, Ali Farhadi

2002.03231

Two Causal Principles for Improving Visual Dialog

Jiaxin Qi, Yulei Niu, Jianqiang Huang, Hanwang Zhang

1911.10496

Backdoor Defense via Decoupling the Training Process

Kunzhe Huang, Yiming Li, Baoyuan Wu, Zhan Qin, Kui Ren

2202.03423

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Simian Luo, Yiqin Tan, Longbo Huang, Jian Li, Hang Zhao

2310.04378

Symmetric Cross Entropy for Robust Learning with Noisy Labels

Yisen Wang, Xingjun Ma, Zaiyi Chen, Yuan Luo, Jinfeng Yi, James Bailey

1908.06112

Noiseprint: a CNN-based camera model fingerprint

Davide Cozzolino, Luisa Verdoliva

1808.08396

HuMoR: 3D Human Motion Model for Robust Pose Estimation

Davis Rempe, Tolga Birdal, Aaron Hertzmann, Jimei Yang, Srinath Sridhar, Leonidas J. Guibas

2105.04668

AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model

Seungwhan Moon, Andrea Madotto, Zhaojiang Lin, Tushar Nagarajan, Matt Smith, Shashank Jain, Chun-Fu Yeh, Prakash Murugesan, Peyman Heidari, Yue Liu, Kavya Srinet, Babak Damavandi, Anuj Kumar

2309.16058

Attention Calibration for Disentangled Text-to-Image Personalization

Yanbing Zhang, Mengping Yang, Qin Zhou, Zhe Wang

2403.18551

AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing

Jiaxi Jiang, Paul Streli, Huajian Qiu, Andreas Fender, Larissa Laich, Patrick Snape, Christian Holz

2207.13784

Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction

Cheng Sun, Min Sun, Hwann-Tzong Chen

2111.11215

DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR

Shilong Liu, Feng Li, Hao Zhang, Xiao Yang, Xianbiao Qi, Hang Su, Jun Zhu, Lei Zhang

2201.12329

DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors

Jinbo Xing, Menghan Xia, Yong Zhang, Haoxin Chen, Wangbo Yu, Hanyuan Liu, Xintao Wang, Tien-Tsin Wong, Ying Shan

2310.12190

MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance

Renjie Pi, Tianyang Han, Jianshu Zhang, Yueqi Xie, Rui Pan, Qing Lian, Hanze Dong, Jipeng Zhang, Tong Zhang

2401.02906

Fully Convolutional Networks for Dense Semantic Labelling of High-Resolution Aerial Imagery

Jamie Sherrah

1606.02585

AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation

Thibault Groueix, Matthew Fisher, Vladimir G. Kim, Bryan C. Russell, Mathieu Aubry

1802.05384

Robotic Pick-and-Place of Novel Objects in Clutter with Multi-Affordance Grasping and Cross-Domain Image Matching

Andy Zeng, Shuran Song, Kuan-Ting Yu, Elliott Donlon, Francois R. Hogan, Maria Bauza, Daolin Ma, Orion Taylor, Melody Liu, Eudald Romo, Nima Fazeli, Ferran Alet, Nikhil Chavan Dafle, Rachel Holladay, Isabella Morona, Prem Qu Nair, Druck Green, Ian Taylor, Weber Liu, Thomas Funkhouser, Alberto Rodriguez

1710.01330

Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations

Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada

2204.08839

Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection

Zhongzheng Ren, Zhiding Yu, Xiaodong Yang, Ming-Yu Liu, Yong Jae Lee, Alexander G. Schwing, Jan Kautz

2004.04725

AutoAugment: Learning Augmentation Policies from Data

Ekin D. Cubuk, Barret Zoph, Dandelion Mane, Vijay Vasudevan, Quoc V. Le

1805.09501

FastDepth: Fast Monocular Depth Estimation on Embedded Systems

Diana Wofk, Fangchang Ma, Tien-Ju Yang, Sertac Karaman, Vivienne Sze

1903.03273

Pseudo-labeling for Scalable 3D Object Detection

Benjamin Caine, Rebecca Roelofs, Vijay Vasudevan, Jiquan Ngiam, Yuning Chai, Zhifeng Chen, Jonathon Shlens

2103.02093

M3D-RPN: Monocular 3D Region Proposal Network for Object Detection

Garrick Brazil, Xiaoming Liu

1907.06038

PointConv: Deep Convolutional Networks on 3D Point Clouds

Wenxuan Wu, Zhongang Qi, Li Fuxin

1811.07246

Continuous Surface Embeddings

Natalia Neverova, David Novotny, Vasil Khalidov, Marc Szafraniec, Patrick Labatut, Andrea Vedaldi

2011.12438

CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic segmentation

Monika Wysoczańska, Oriane Siméoni, Michaël Ramamonjisoa, Andrei Bursuc, Tomasz Trzciński, Patrick Pérez

2312.12359

Unsupervised Learning for Real-World Super-Resolution

Andreas Lugmayr, Martin Danelljan, Radu Timofte

1909.09629

End-to-end Recovery of Human Shape and Pose

Angjoo Kanazawa, Michael J. Black, David W. Jacobs, Jitendra Malik

1712.06584

Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations

Vincent Sitzmann, Michael Zollhöfer, Gordon Wetzstein

1906.01618

Vehicle Detection from 3D Lidar Using Fully Convolutional Network

Bo Li, Tianlei Zhang, Tian Xia

1608.07916

PhysCap: Physically Plausible Monocular 3D Motion Capture in Real Time

Soshi Shimada, Vladislav Golyanik, Weipeng Xu, Christian Theobalt

2008.08880

DensePose: Dense Human Pose Estimation In The Wild

Rıza Alp Güler, Natalia Neverova, Iasonas Kokkinos

1802.00434

AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study

Paolo Soda, Natascha Claudia D'Amico, Jacopo Tessadori, Giovanni Valbusa, Valerio Guarrasi, Chandra Bortolotto, Muhammad Usman Akbar, Rosa Sicilia, Ermanno Cordelli, Deborah Fazzini, Michaela Cellina, Giancarlo Oliva, Giovanni Callea, Silvia Panella, Maurizio Cariati, Diletta Cozzi, Vittorio Miele, Elvira Stellato, Gian Paolo Carrafiello, Giulia Castorani, Annalisa Simeone, Lorenzo Preda, Giulio Iannello, Alessio Del Bue, Fabio Tedoldi, Marco Alì, Diego Sona, Sergio Papa

2012.06531

Diagnosing and Enhancing VAE Models

Bin Dai, David Wipf

1903.05789

Dynamic Graph CNN for Learning on Point Clouds

Yue Wang, Yongbin Sun, Ziwei Liu, Sanjay E. Sarma, Michael M. Bronstein, Justin M. Solomon

1801.07829

HierVL: Learning Hierarchical Video-Language Embeddings

Kumar Ashutosh, Rohit Girdhar, Lorenzo Torresani, Kristen Grauman

2301.02311

Smoothed Dilated Convolutions for Improved Dense Prediction

Zhengyang Wang, Shuiwang Ji

1808.08931

GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction

Rui Yang, Lin Song, Yanwei Li, Sijie Zhao, Yixiao Ge, Xiu Li, Ying Shan

2305.18752

Quantized Densely Connected U-Nets for Efficient Landmark Localization

Zhiqiang Tang, Xi Peng, Shijie Geng, Lingfei Wu, Shaoting Zhang, Dimitris Metaxas

1808.02194

3DSSD: Point-based 3D Single Stage Object Detector

Zetong Yang, Yanan Sun, Shu Liu, Jiaya Jia

2002.10187

Deep Representation Learning with Part Loss for Person Re-Identification

Hantao Yao, Shiliang Zhang, Yongdong Zhang, Jintao Li, Qi Tian

1707.00798

There Are Many Consistent Explanations of Unlabeled Data: Why You Should Average

Ben Athiwaratkun, Marc Finzi, Pavel Izmailov, Andrew Gordon Wilson

1806.05594

Matryoshka Diffusion Models

Jiatao Gu, Shuangfei Zhai, Yizhe Zhang, Josh Susskind, Navdeep Jaitly

2310.15111

Entity Abstraction in Visual Model-Based Reinforcement Learning

Rishi Veerapaneni, John D. Co-Reyes, Michael Chang, Michael Janner, Chelsea Finn, Jiajun Wu, Joshua B. Tenenbaum, Sergey Levine

1910.12827

UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction

Michael Oechsle, Songyou Peng, Andreas Geiger

2104.10078

Patch-based Progressive 3D Point Set Upsampling

Wang Yifan, Shihao Wu, Hui Huang, Daniel Cohen-Or, Olga Sorkine-Hornung

1811.11286

DPODv2: Dense Correspondence-Based 6 DoF Pose Estimation

Ivan Shugurov, Sergey Zakharov, Slobodan Ilic

2207.02805

SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos

Ailing Zeng, Lei Yang, Xuan Ju, Jiefeng Li, Jianyi Wang, Qiang Xu

2112.13715

PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics

Zhiao Huang, Yuanming Hu, Tao Du, Siyuan Zhou, Hao Su, Joshua B. Tenenbaum, Chuang Gan

2104.03311

ESResNet: Environmental Sound Classification Based on Visual Domain Models

Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel

2004.07301

LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images

Ruyi Xu, Yuan Yao, Zonghao Guo, Junbo Cui, Zanlin Ni, Chunjiang Ge, Tat-Seng Chua, Zhiyuan Liu, Maosong Sun, Gao Huang

2403.11703

BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations

Daiqing Li, Huan Ling, Seung Wook Kim, Karsten Kreis, Adela Barriuso, Sanja Fidler, Antonio Torralba

2201.04684

Only Time Can Tell: Discovering Temporal Data for Temporal Modeling

Laura Sevilla-Lara, Shengxin Zha, Zhicheng Yan, Vedanuj Goswami, Matt Feiszli, Lorenzo Torresani

1907.08340

Video Classification with Channel-Separated Convolutional Networks

Du Tran, Heng Wang, Lorenzo Torresani, Matt Feiszli

1904.02811

DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch

Shivam Duggal, Shenlong Wang, Wei-Chiu Ma, Rui Hu, Raquel Urtasun

1909.05845

Diversity in Faces

Michele Merler, Nalini Ratha, Rogerio S. Feris, John R. Smith

1901.10436

Trivial or impossible -- dichotomous data difficulty masks model differences (on ImageNet and beyond)

Kristof Meding, Luca M. Schulze Buschoff, Robert Geirhos, Felix A. Wichmann

2110.05922

HOI4D: A 4D Egocentric Dataset for Category-Level Human-Object Interaction

Yunze Liu, Yun Liu, Che Jiang, Kangbo Lyu, Weikang Wan, Hao Shen, Boqiang Liang, Zhoujie Fu, He Wang, Li Yi

2203.01577

Recurrent Slice Networks for 3D Segmentation of Point Clouds

Qiangui Huang, Weiyue Wang, Ulrich Neumann

1802.04402

LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation

Jianwei Yang, Anitha Kannan, Dhruv Batra, Devi Parikh

1703.01560

Unsupervised 3D Human Pose Representation with Viewpoint and Pose Disentanglement

Qiang Nie, Ziwei Liu, Yunhui Liu

2007.07053

The Contextual Loss for Image Transformation with Non-Aligned Data

Roey Mechrez, Itamar Talmi, Lihi Zelnik-Manor

1803.02077

HoloDiffusion: Training a 3D Diffusion Model using 2D Images

Animesh Karnewar, Andrea Vedaldi, David Novotny, Niloy Mitra

2303.16509

VALOR: Vision-Audio-Language Omni-Perception Pretraining Model and Dataset

Jing Liu, Sihan Chen, Xingjian He, Longteng Guo, Xinxin Zhu, Weining Wang, Jinhui Tang

2304.08345

Forward and Backward Information Retention for Accurate Binary Neural Networks

Haotong Qin, Ruihao Gong, Xianglong Liu, Mingzhu Shen, Ziran Wei, Fengwei Yu, Jingkuan Song

1909.10788

Learning Action Maps of Large Environments via First-Person Vision

Nicholas Rhinehart, Kris M. Kitani

1605.01679

Referring Expression Object Segmentation with Caption-Aware Consistency

Yi-Wen Chen, Yi-Hsuan Tsai, Tiantian Wang, Yen-Yu Lin, Ming-Hsuan Yang

1910.04748

Averaging Weights Leads to Wider Optima and Better Generalization

Pavel Izmailov, Dmitrii Podoprikhin, Timur Garipov, Dmitry Vetrov, Andrew Gordon Wilson

1803.05407

Sound Localization by Self-Supervised Time Delay Estimation

Ziyang Chen, David F. Fouhey, Andrew Owens

2204.12489

LiDAR-NeRF: Novel LiDAR View Synthesis via Neural Radiance Fields

Tang Tao, Longfei Gao, Guangrun Wang, Yixing Lao, Peng Chen, Hengshuang Zhao, Dayang Hao, Xiaodan Liang, Mathieu Salzmann, Kaicheng Yu

2304.10406

UniFormer: Unifying Convolution and Self-attention for Visual Recognition

Kunchang Li, Yali Wang, Junhao Zhang, Peng Gao, Guanglu Song, Yu Liu, Hongsheng Li, Yu Qiao

2201.09450

TRAM: Global Trajectory and Motion of 3D Humans from in-the-wild Videos

Yufu Wang, Ziyun Wang, Lingjie Liu, Kostas Daniilidis

2403.17346

MultiPath: Multiple Probabilistic Anchor Trajectory Hypotheses for Behavior Prediction

Yuning Chai, Benjamin Sapp, Mayank Bansal, Dragomir Anguelov

1910.05449

BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning

Jinyuan Jia, Yupei Liu, Neil Zhenqiang Gong

2108.00352

The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification

Ujjwal Baid, Satyam Ghodasara, Suyash Mohan, Michel Bilello, Evan Calabrese, Errol Colak, Keyvan Farahani, Jayashree Kalpathy-Cramer, Felipe C. Kitamura, Sarthak Pati, Luciano M. Prevedello, Jeffrey D. Rudie, Chiharu Sako, Russell T. Shinohara, Timothy Bergquist, Rong Chai, James Eddy, Julia Elliott, Walter Reade, Thomas Schaffter, Thomas Yu, Jiaxin Zheng, Ahmed W. Moawad, Luiz Otavio Coelho, Olivia McDonnell, Elka Miller, Fanny E. Moron, Mark C. Oswood, Robert Y. Shih, Loizos Siakallis, Yulia Bronstein, James R. Mason, Anthony F. Miller, Gagandeep Choudhary, Aanchal Agarwal, Cristina H. Besada, Jamal J. Derakhshan, Mariana C. Diogo, Daniel D. Do-Dai, Luciano Farage, John L. Go, Mohiuddin Hadi, Virginia B. Hill, Michael Iv, David Joyner, Christie Lincoln, Eyal Lotan, Asako Miyakoshi, Mariana Sanchez-Montano, Jaya Nath, Xuan V. Nguyen, Manal Nicolas-Jilwan, Johanna Ortiz Jimenez, Kerem Ozturk, Bojan D. Petrovic, Chintan Shah, Lubdha M. Shah, Manas Sharma, Onur Simsek, Achint K. Singh, Salil Soman, Volodymyr Statsevych, Brent D. Weinberg, Robert J. Young, Ichiro Ikuta, Amit K. Agarwal, Sword C. Cambron, Richard Silbergleit, Alexandru Dusoi, Alida A. Postma, Laurent Letourneau-Guillon, Gloria J. Guzman Perez-Carrillo, Atin Saha, Neetu Soni, Greg Zaharchuk, Vahe M. Zohrabian, Yingming Chen, Milos M. Cekic, Akm Rahman, Juan E. Small, Varun Sethi, Christos Davatzikos, John Mongan, Christopher Hess, Soonmee Cha, Javier Villanueva-Meyer, John B. Freymann, Justin S. Kirby, Benedikt Wiestler, Priscila Crivellaro, Rivka R. Colen, Aikaterini Kotrotsou, Daniel Marcus, Mikhail Milchenko, Arash Nazeri, Hassan Fathallah-Shaykh, Roland Wiest, Andras Jakab, Marc-Andre Weber, Abhishek Mahajan, Bjoern Menze, Adam E. Flanders, Spyridon Bakas

2107.02314

Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task

Aritra Bhowmik, Stefan Gumhold, Carsten Rother, Eric Brachmann

1912.00623

DETRs with Hybrid Matching

Ding Jia, Yuhui Yuan, Haodi He, Xiaopei Wu, Haojun Yu, Weihong Lin, Lei Sun, Chao Zhang, Han Hu

2207.13080

Classification with Scattering Operators

Joan Bruna, Stéphane Mallat

1011.3023

Volume Rendering of Neural Implicit Surfaces

Lior Yariv, Jiatao Gu, Yoni Kasten, Yaron Lipman

2106.12052

Multi-label Image Recognition by Recurrently Discovering Attentional Regions

Zhouxia Wang, Tianshui Chen, Guanbin Li, Ruijia Xu, Liang Lin

1711.02816

On the Evaluation of Vision-and-Language Navigation Instructions

Ming Zhao, Peter Anderson, Vihan Jain, Su Wang, Alexander Ku, Jason Baldridge, Eugene Ie

2101.10504

Evaluation of Output Embeddings for Fine-Grained Image Classification

Zeynep Akata, Scott Reed, Daniel Walter, Honglak Lee, Bernt Schiele

1409.8403

Categorical Depth Distribution Network for Monocular 3D Object Detection

Cody Reading, Ali Harakeh, Julia Chae, Steven L. Waslander

2103.01100

LEEP: A New Measure to Evaluate Transferability of Learned Representations

Cuong V. Nguyen, Tal Hassner, Matthias Seeger, Cedric Archambeau

2002.12462

Towards Robust Deep Neural Networks with BANG

Andras Rozsa, Manuel Gunther, Terrance E. Boult

1612.00138

Learning Trajectory Dependencies for Human Motion Prediction

Wei Mao, Miaomiao Liu, Mathieu Salzmann, Hongdong Li

1908.05436

Asymmetric Tri-training for Unsupervised Domain Adaptation

Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada

1702.08400

Improving training of deep neural networks via Singular Value Bounding

Kui Jia

1611.06013

Fast Multi-class Dictionaries Learning with Geometrical Directions in MRI Reconstruction

Zhifang Zhan, Jian-Feng Cai, Di Guo, Yunsong Liu, Zhong Chen, Xiaobo Qu

1503.02945

Searching for A Robust Neural Architecture in Four GPU Hours

Xuanyi Dong, Yi Yang

1910.04465

CodeVIO: Visual-Inertial Odometry with Learned Optimizable Dense Depth

Xingxing Zuo, Nathaniel Merrill, Wei Li, Yong Liu, Marc Pollefeys, Guoquan Huang

2012.10133

Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets

Kai Han, Yunhe Wang, Qiulin Zhang, Wei Zhang, Chunjing Xu, Tong Zhang

2010.14819

A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering

Alireza Salemi, Juan Altmayer Pizzorno, Hamed Zamani

2304.13649

OneLLM: One Framework to Align All Modalities with Language

Jiaming Han, Kaixiong Gong, Yiyuan Zhang, Jiaqi Wang, Kaipeng Zhang, Dahua Lin, Yu Qiao, Peng Gao, Xiangyu Yue

2312.03700

Beyond Cartesian Representations for Local Descriptors

Patrick Ebel, Anastasiia Mishchuk, Kwang Moo Yi, Pascal Fua, Eduard Trulls

1908.05547

Automatic Concept Discovery from Parallel Text and Visual Corpora

Chen Sun, Chuang Gan, Ram Nevatia

1509.07225

Seeing Invisible Poses: Estimating 3D Body Pose from Egocentric Video

Hao Jiang, Kristen Grauman

1603.07763

ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object Manipulation

Bokui Shen, Zhenyu Jiang, Christopher Choy, Leonidas J. Guibas, Silvio Savarese, Anima Anandkumar, Yuke Zhu

2203.06856

LSTD: A Low-Shot Transfer Detector for Object Detection

Hao Chen, Yali Wang, Guoyou Wang, Yu Qiao

1803.01529

Cost-Effective Active Learning for Deep Image Classification

Keze Wang, Dongyu Zhang, Ya Li, Ruimao Zhang, Liang Lin

1701.03551

Towards Language-Driven Video Inpainting via Multimodal Large Language Models

Jianzong Wu, Xiangtai Li, Chenyang Si, Shangchen Zhou, Jingkang Yang, Jiangning Zhang, Yining Li, Kai Chen, Yunhai Tong, Ziwei Liu, Chen Change Loy

2401.10226

Audio-Visual Floorplan Reconstruction

Senthil Purushwalkam, Sebastian Vicenc Amengual Gari, Vamsi Krishna Ithapu, Carl Schissler, Philip Robinson, Abhinav Gupta, Kristen Grauman

2012.15470

AnyDoor: Zero-shot Object-level Image Customization

Xi Chen, Lianghua Huang, Yu Liu, Yujun Shen, Deli Zhao, Hengshuang Zhao

2307.09481

MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network

Muhammed Kocabas, Salih Karagoz, Emre Akbas

1807.04067

Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields

Garvita Tiwari, Dimitrije Antic, Jan Eric Lenssen, Nikolaos Sarafianos, Tony Tung, Gerard Pons-Moll

2207.13807

NeX: Real-time View Synthesis with Neural Basis Expansion

Suttisak Wizadwongsa, Pakkapon Phongthawee, Jiraphon Yenphraphai, Supasorn Suwajanakorn

2103.05606

StyleAlign: Analysis and Applications of Aligned StyleGAN Models

Zongze Wu, Yotam Nitzan, Eli Shechtman, Dani Lischinski

2110.11323

Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation

Zongsheng Yue, Qian Zhao, Lei Zhang, Deyu Meng

2007.05946

Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network

Chen Li, Gim Hee Lee

1904.05547

Toward Understanding Catastrophic Forgetting in Continual Learning

Cuong V. Nguyen, Alessandro Achille, Michael Lam, Tal Hassner, Vijay Mahadevan, Stefano Soatto

1908.01091

SVDiff: Compact Parameter Space for Diffusion Fine-Tuning

Ligong Han, Yinxiao Li, Han Zhang, Peyman Milanfar, Dimitris Metaxas, Feng Yang

2303.11305

Learning from Noisy Labels with Distillation

Yuncheng Li, Jianchao Yang, Yale Song, Liangliang Cao, Jiebo Luo, Li-Jia Li

1703.02391

FB-BEV: BEV Representation from Forward-Backward View Transformations

Zhiqi Li, Zhiding Yu, Wenhai Wang, Anima Anandkumar, Tong Lu, Jose M. Alvarez

2308.02236

Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions

Ricard Durall, Margret Keuper, Janis Keuper

2003.01826

Pyramid Adversarial Training Improves ViT Performance

Charles Herrmann, Kyle Sargent, Lu Jiang, Ramin Zabih, Huiwen Chang, Ce Liu, Dilip Krishnan, Deqing Sun

2111.15121

Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters

Haibo Jin, Andy Zhou, Joe D. Menke, Haohan Wang

2405.20413

Revisiting Small Batch Training for Deep Neural Networks

Dominic Masters, Carlo Luschi

1804.07612

Deep Patch Visual Odometry

Zachary Teed, Lahav Lipson, Jia Deng

2208.04726

BlockGAN: Learning 3D Object-aware Scene Representations from Unlabelled Images

Thu Nguyen-Phuoc, Christian Richardt, Long Mai, Yong-Liang Yang, Niloy Mitra

2002.08988

Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs

Vishwanath A. Sindagi, Vishal M. Patel

1708.00953

PointCLIP: Point Cloud Understanding by CLIP

Renrui Zhang, Ziyu Guo, Wei Zhang, Kunchang Li, Xupeng Miao, Bin Cui, Yu Qiao, Peng Gao, Hongsheng Li

2112.02413

TOOD: Task-aligned One-stage Object Detection

Chengjian Feng, Yujie Zhong, Yu Gao, Matthew R. Scott, Weilin Huang

2108.07755

Dimba: Transformer-Mamba Diffusion Models

Zhengcong Fei, Mingyuan Fan, Changqian Yu, Debang Li, Youqiang Zhang, Junshi Huang

2406.01159

BOOT: Data-free Distillation of Denoising Diffusion Models with Bootstrapping

Jiatao Gu, Shuangfei Zhai, Yizhe Zhang, Lingjie Liu, Josh Susskind

2306.05544

Learning Not to Learn: Training Deep Neural Networks with Biased Data

Byungju Kim, Hyunwoo Kim, Kyungsu Kim, Sungjin Kim, Junmo Kim

1812.10352

Dynamics-Regulated Kinematic Policy for Egocentric Pose Estimation

Zhengyi Luo, Ryo Hachiuma, Ye Yuan, Kris Kitani

2106.05969

Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image

Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee

1907.11346

Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence?

Arjun Majumdar, Karmesh Yadav, Sergio Arnaud, Yecheng Jason Ma, Claire Chen, Sneha Silwal, Aryan Jain, Vincent-Pierre Berges, Pieter Abbeel, Jitendra Malik, Dhruv Batra, Yixin Lin, Oleksandr Maksymets, Aravind Rajeswaran, Franziska Meier

2303.18240

On-the-Fly Test-time Adaptation for Medical Image Segmentation

Jeya Maria Jose Valanarasu, Pengfei Guo, Vibashan VS, Vishal M. Patel

2203.05574

DriveLM: Driving with Graph Visual Question Answering

Chonghao Sima, Katrin Renz, Kashyap Chitta, Li Chen, Hanxue Zhang, Chengen Xie, Jens Beißwenger, Ping Luo, Andreas Geiger, Hongyang Li

2312.14150

LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking

Guanghan Ning, Heng Huang

1905.02822

Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network

Jungkyu Lee, Taeryun Won, Tae Kwan Lee, Hyemin Lee, Geonmo Gu, Kiho Hong

2001.06268

Learning Position and Target Consistency for Memory-based Video Object Segmentation

Li Hu, Peng Zhang, Bang Zhang, Pan Pan, Yinghui Xu, Rong Jin

2104.04329

A Semi-Supervised Assessor of Neural Architectures

Yehui Tang, Yunhe Wang, Yixing Xu, Hanting Chen, Chunjing Xu, Boxin Shi, Chao Xu, Qi Tian, Chang Xu

2005.06821

General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model

Haoran Wei, Chenglong Liu, Jinyue Chen, Jia Wang, Lingyu Kong, Yanming Xu, Zheng Ge, Liang Zhao, Jianjian Sun, Yuang Peng, Chunrui Han, Xiangyu Zhang

2409.01704

Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image

Andrew Liu, Richard Tucker, Varun Jampani, Ameesh Makadia, Noah Snavely, Angjoo Kanazawa

2012.09855

Learning Frequency Domain Approximation for Binary Neural Networks

Yixing Xu, Kai Han, Chang Xu, Yehui Tang, Chunjing Xu, Yunhe Wang

2103.00841

Learning Feature Descriptors using Camera Pose Supervision

Qianqian Wang, Xiaowei Zhou, Bharath Hariharan, Noah Snavely

2004.13324

Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising

Jun Xu, Lei Zhang, David Zhang, Xiangchu Feng

1705.09912

Deep Reinforcement Learning for Industrial Insertion Tasks with Visual Inputs and Natural Rewards

Gerrit Schoettler, Ashvin Nair, Jianlan Luo, Shikhar Bahl, Juan Aparicio Ojea, Eugen Solowjow, Sergey Levine

1906.05841

LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding

Yanzhe Zhang, Ruiyi Zhang, Jiuxiang Gu, Yufan Zhou, Nedim Lipka, Diyi Yang, Tong Sun

2306.17107

LabelFusion: A Pipeline for Generating Ground Truth Labels for Real RGBD Data of Cluttered Scenes

Pat Marion, Peter R. Florence, Lucas Manuelli, Russ Tedrake

1707.04796

Adaptive Aggregation Networks for Class-Incremental Learning

Yaoyao Liu, Bernt Schiele, Qianru Sun

2010.05063

Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction

Luowei Zhou, Nathan Louis, Jason J. Corso

1805.02834

Google Landmarks Dataset v2 -- A Large-Scale Benchmark for Instance-Level Recognition and Retrieval

Tobias Weyand, Andre Araujo, Bingyi Cao, Jack Sim

2004.01804

On Object Symmetries and 6D Pose Estimation from Images

Giorgia Pitteri, Michaël Ramamonjisoa, Slobodan Ilic, Vincent Lepetit

1908.07640

Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification

Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li

2308.07921

Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving

Yan Wang, Wei-Lun Chao, Divyansh Garg, Bharath Hariharan, Mark Campbell, Kilian Q. Weinberger

1812.07179

Supervised mid-level features for word image representation

Albert Gordo

1410.5224

PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning

Lin Xu, Yilin Zhao, Daquan Zhou, Zhijie Lin, See Kiong Ng, Jiashi Feng

2404.16994

StructFormer: Learning Spatial Structure for Language-Guided Semantic Rearrangement of Novel Objects

Weiyu Liu, Chris Paxton, Tucker Hermans, Dieter Fox

2110.10189

Multi-Agent Cooperation and the Emergence of (Natural) Language

Angeliki Lazaridou, Alexander Peysakhovich, Marco Baroni

1612.07182

Compressed Sensing MRI Reconstruction using a Generative Adversarial Network with a Cyclic Loss

Tran Minh Quan, Thanh Nguyen-Duc, Won-Ki Jeong

1709.00753

BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring

Fu-Jen Tsai, Yan-Tsung Peng, Yen-Yu Lin, Chung-Chi Tsai, Chia-Wen Lin

2101.07518

Linear Complexity Randomized Self-attention Mechanism

Lin Zheng, Chong Wang, Lingpeng Kong

2204.04667

SO-Net: Self-Organizing Network for Point Cloud Analysis

Jiaxin Li, Ben M. Chen, Gim Hee Lee

1803.04249

StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth Prediction

Sameh Khamis, Sean Fanello, Christoph Rhemann, Adarsh Kowdle, Julien Valentin, Shahram Izadi

1807.08865

SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation

Weiyue Wang, Ronald Yu, Qiangui Huang, Ulrich Neumann

1711.08588

FLatten Transformer: Vision Transformer using Focused Linear Attention

Dongchen Han, Xuran Pan, Yizeng Han, Shiji Song, Gao Huang

2308.00442

Learning to Stylize Novel Views

Hsin-Ping Huang, Hung-Yu Tseng, Saurabh Saini, Maneesh Singh, Ming-Hsuan Yang

2105.13509

The Unreasonable Effectiveness of Noisy Data for Fine-Grained Recognition

Jonathan Krause, Benjamin Sapp, Andrew Howard, Howard Zhou, Alexander Toshev, Tom Duerig, James Philbin, Li Fei-Fei

1511.06789

Evaluating the visualization of what a Deep Neural Network has learned

Wojciech Samek, Alexander Binder, Grégoire Montavon, Sebastian Bach, Klaus-Robert Müller

1509.06321

Learning Enriched Features for Fast Image Restoration and Enhancement

Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao

2205.01649

How Well Do Self-Supervised Models Transfer?

Linus Ericsson, Henry Gouk, Timothy M. Hospedales

2011.13377

3D Human Pose Estimation from a Single Image via Distance Matrix Regression

Francesc Moreno-Noguer

1611.09010

Automatic Shortcut Removal for Self-Supervised Representation Learning

Matthias Minderer, Olivier Bachem, Neil Houlsby, Michael Tschannen

2002.08822

A Learned Representation For Artistic Style

Vincent Dumoulin, Jonathon Shlens, Manjunath Kudlur

1610.07629

EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications

Muhammad Maaz, Abdelrahman Shaker, Hisham Cholakkal, Salman Khan, Syed Waqas Zamir, Rao Muhammad Anwer, Fahad Shahbaz Khan

2206.10589

The Power of Points for Modeling Humans in Clothing

Qianli Ma, Jinlong Yang, Siyu Tang, Michael J. Black

2109.01137

Self-supervised Learning for Dense Depth Estimation in Monocular Endoscopy

Xingtong Liu, Ayushi Sinha, Mathias Unberath, Masaru Ishii, Gregory Hager, Russell H. Taylor, Austin Reiter

1806.09521

Self-Supervised Policy Adaptation during Deployment

Nicklas Hansen, Rishabh Jangir, Yu Sun, Guillem Alenyà, Pieter Abbeel, Alexei A. Efros, Lerrel Pinto, Xiaolong Wang

2007.04309

VizWiz Grand Challenge: Answering Visual Questions from Blind People

Danna Gurari, Qing Li, Abigale J. Stangl, Anhong Guo, Chi Lin, Kristen Grauman, Jiebo Luo, Jeffrey P. Bigham

1802.08218

Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network

Yao Feng, Fan Wu, Xiaohu Shao, Yanfeng Wang, Xi Zhou

1803.07835

RLBench: The Robot Learning Benchmark & Learning Environment

Stephen James, Zicong Ma, David Rovick Arrojo, Andrew J. Davison

1909.12271

Plenoxels: Radiance Fields without Neural Networks

Alex Yu, Sara Fridovich-Keil, Matthew Tancik, Qinhong Chen, Benjamin Recht, Angjoo Kanazawa

2112.05131

REPAIR: REnormalizing Permuted Activations for Interpolation Repair

Keller Jordan, Hanie Sedghi, Olga Saukh, Rahim Entezari, Behnam Neyshabur

2211.08403

Bridging Mode Connectivity in Loss Landscapes and Adversarial Robustness

Pu Zhao, Pin-Yu Chen, Payel Das, Karthikeyan Natesan Ramamurthy, Xue Lin

2005.00060

3D-VLA: A 3D Vision-Language-Action Generative World Model

Haoyu Zhen, Xiaowen Qiu, Peihao Chen, Jincheng Yang, Xin Yan, Yilun Du, Yining Hong, Chuang Gan

2403.09631

Video Summarization with Attention-Based Encoder-Decoder Networks

Zhong Ji, Kailin Xiong, Yanwei Pang, Xuelong Li

1708.09545

V2VNet: Vehicle-to-Vehicle Communication for Joint Perception and Prediction

Tsun-Hsuan Wang, Sivabalan Manivasagam, Ming Liang, Bin Yang, Wenyuan Zeng, James Tu, Raquel Urtasun

2008.07519

PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery

Sheng Zhang, Salman Khan, Zhiqiang Shen, Muzammal Naseer, Guangyi Chen, Fahad Khan

2212.05590

Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud

Weijing Shi, Ragunathan, Rajkumar

2003.01251

Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels

Ishan Misra, C. Lawrence Zitnick, Margaret Mitchell, Ross Girshick

1512.06974

Where2Act: From Pixels to Actions for Articulated 3D Objects

Kaichun Mo, Leonidas Guibas, Mustafa Mukadam, Abhinav Gupta, Shubham Tulsiani

2101.02692

See to Touch: Learning Tactile Dexterity through Visual Incentives

Irmak Guzey, Yinlong Dai, Ben Evans, Soumith Chintala, Lerrel Pinto

2309.12300

Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review

Shahabedin Nabavi, Azar Ejmalian, Mohsen Ebrahimi Moghaddam, Ahmad Ali Abin, Alejandro F. Frangi, Mohammad Mohammadi, Hamidreza Saligheh Rad

2010.02154

Learning Data Manipulation for Augmentation and Weighting

Zhiting Hu, Bowen Tan, Ruslan Salakhutdinov, Tom Mitchell, Eric P. Xing

1910.12795

Instance-Conditioned GAN

Arantxa Casanova, Marlène Careil, Jakob Verbeek, Michal Drozdzal, Adriana Romero-Soriano

2109.05070

BEHAVE: Dataset and Method for Tracking Human Object Interactions

Bharat Lal Bhatnagar, Xianghui Xie, Ilya A. Petrov, Cristian Sminchisescu, Christian Theobalt, Gerard Pons-Moll

2204.06950

Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows

Andrei Zanfir, Eduard Gabriel Bazavan, Hongyi Xu, Bill Freeman, Rahul Sukthankar, Cristian Sminchisescu

2003.10350

Fully-Convolutional Siamese Networks for Object Tracking

Luca Bertinetto, Jack Valmadre, João F. Henriques, Andrea Vedaldi, Philip H. S. Torr

1606.09549

C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds

Albert Pumarola, Stefan Popov, Francesc Moreno-Noguer, Vittorio Ferrari

1912.07009

WebQA: Multihop and Multimodal QA

Yingshan Chang, Mridu Narang, Hisami Suzuki, Guihong Cao, Jianfeng Gao, Yonatan Bisk

2109.00590

Multimodal Chain-of-Thought Reasoning in Language Models

Zhuosheng Zhang, Aston Zhang, Mu Li, Hai Zhao, George Karypis, Alex Smola

2302.00923

PENet: Towards Precise and Efficient Image Guided Depth Completion

Mu Hu, Shuling Wang, Bin Li, Shiyu Ning, Li Fan, Xiaojin Gong

2103.00783

End-to-end Learning of Action Detection from Frame Glimpses in Videos

Serena Yeung, Olga Russakovsky, Greg Mori, Li Fei-Fei

1511.06984

HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing

Mude Hui, Siwei Yang, Bingchen Zhao, Yichun Shi, Heng Wang, Peng Wang, Yuyin Zhou, Cihang Xie

2404.09990

Adaptive O-CNN: A Patch-based Deep Representation of 3D Shapes

Peng-Shuai Wang, Chun-Yu Sun, Yang Liu, Xin Tong

1809.07917

ShareGPT4Video: Improving Video Understanding and Generation with Better Captions

Lin Chen, Xilin Wei, Jinsong Li, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Zehui Chen, Haodong Duan, Bin Lin, Zhenyu Tang, Li Yuan, Yu Qiao, Dahua Lin, Feng Zhao, Jiaqi Wang

2406.04325

Boosting Domain Adaptation by Discovering Latent Domains

Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci

1805.01386

Weakly supervised 3D Reconstruction with Adversarial Constraint

JunYoung Gwak, Christopher B. Choy, Animesh Garg, Manmohan Chandraker, Silvio Savarese

1705.10904

Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Arun Das, Paul Rad

2006.11371

DexVIP: Learning Dexterous Grasping with Human Hand Pose Priors from Video

Priyanka Mandikal, Kristen Grauman

2202.00164

The Limitations of Adversarial Training and the Blind-Spot Attack

Huan Zhang, Hongge Chen, Zhao Song, Duane Boning, Inderjit S. Dhillon, Cho-Jui Hsieh

1901.04684

Image-Based CLIP-Guided Essence Transfer

Hila Chefer, Sagie Benaim, Roni Paiss, Lior Wolf

2110.12427

GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction

Baris Gecer, Stylianos Ploumpis, Irene Kotsia, Stefanos Zafeiriou

1902.05978

Hallucination of Multimodal Large Language Models: A Survey

Zechen Bai, Pichao Wang, Tianjun Xiao, Tong He, Zongbo Han, Zheng Zhang, Mike Zheng Shou

2404.18930

Deep Metric Transfer for Label Propagation with Limited Annotated Data

Bin Liu, Zhirong Wu, Han Hu, Stephen Lin

1812.08781

Advances in Neural Rendering

Ayush Tewari, Justus Thies, Ben Mildenhall, Pratul Srinivasan, Edgar Tretschk, Yifan Wang, Christoph Lassner, Vincent Sitzmann, Ricardo Martin-Brualla, Stephen Lombardi, Tomas Simon, Christian Theobalt, Matthias Niessner, Jonathan T. Barron, Gordon Wetzstein, Michael Zollhoefer, Vladislav Golyanik

2111.05849

D$^3$Fields: Dynamic 3D Descriptor Fields for Zero-Shot Generalizable Rearrangement

Yixuan Wang, Mingtong Zhang, Zhuoran Li, Tarik Kelestemur, Katherine Driggs-Campbell, Jiajun Wu, Li Fei-Fei, Yunzhu Li

2309.16118

Scalable Person Re-identification on Supervised Smoothed Manifold

Song Bai, Xiang Bai, Qi Tian

1703.08359

HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling

Zhongang Cai, Daxuan Ren, Ailing Zeng, Zhengyu Lin, Tao Yu, Wenjia Wang, Xiangyu Fan, Yang Gao, Yifan Yu, Liang Pan, Fangzhou Hong, Mingyuan Zhang, Chen Change Loy, Lei Yang, Ziwei Liu

2204.13686

Net2Vec: Quantifying and Explaining how Concepts are Encoded by Filters in Deep Neural Networks

Ruth Fong, Andrea Vedaldi

1801.03454

MoCo-CXR: MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models

Hari Sowrirajan, Jingbo Yang, Andrew Y. Ng, Pranav Rajpurkar

2010.05352

Learning to Denoise Raw Mobile UI Layouts for Improving Datasets at Scale

Gang Li, Gilles Baechler, Manuel Tragut, Yang Li

2201.04100

Analyzing Classifiers: Fisher Vectors and Deep Neural Networks

Sebastian Bach, Alexander Binder, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek

1512.00172

FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration

Yu Rong, Takaaki Shiratori, Hanbyul Joo

2008.08324

NEAT: Neural Attention Fields for End-to-End Autonomous Driving

Kashyap Chitta, Aditya Prakash, Andreas Geiger

2109.04456

Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels

Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Junsuk Choe, Sanghyuk Chun

2101.05022

Is synthetic data from generative models ready for image recognition?

Ruifei He, Shuyang Sun, Xin Yu, Chuhui Xue, Wenqing Zhang, Philip Torr, Song Bai, Xiaojuan Qi

2210.07574

Extracting Scientific Figures with Distantly Supervised Neural Networks

Noah Siegel, Nicholas Lourie, Russell Power, Waleed Ammar

1804.02445

3D Shape Reconstruction from Sketches via Multi-view Convolutional Networks

Zhaoliang Lun, Matheus Gadelha, Evangelos Kalogerakis, Subhransu Maji, Rui Wang

1707.06375

Monocular Object Instance Segmentation and Depth Ordering with CNNs

Ziyu Zhang, Alexander G. Schwing, Sanja Fidler, Raquel Urtasun

1505.03159

Xception: Deep Learning with Depthwise Separable Convolutions

François Chollet

1610.02357

Billion-scale semi-supervised learning for image classification

I. Zeki Yalniz, Hervé Jégou, Kan Chen, Manohar Paluri, Dhruv Mahajan

1905.00546

H2O: Two Hands Manipulating Objects for First Person Interaction Recognition

Taein Kwon, Bugra Tekin, Jan Stuhmer, Federica Bogo, Marc Pollefeys

2104.11181

Label2Label: A Language Modeling Framework for Multi-Attribute Learning

Wanhua Li, Zhexuan Cao, Jianjiang Feng, Jie Zhou, Jiwen Lu

2207.08677

MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering

Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang

2009.08566

3D-CVF: Generating Joint Camera and LiDAR Features Using Cross-View Spatial Feature Fusion for 3D Object Detection

Jin Hyeok Yoo, Yecheol Kim, Jisong Kim, Jun Won Choi

2004.12636

Action Recognition by Hierarchical Mid-level Action Elements

Tian Lan, Yuke Zhu, Amir Roshan Zamir, Silvio Savarese

1508.07654

ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector

Shang-Tse Chen, Cory Cornelius, Jason Martin, Duen Horng Chau

1804.05810

Transductive Multi-view Zero-Shot Learning

Yanwei Fu, Timothy M. Hospedales, Tao Xiang, Shaogang Gong

1501.04560

StyleDrop: Text-to-Image Generation in Any Style

Kihyuk Sohn, Nataniel Ruiz, Kimin Lee, Daniel Castro Chin, Irina Blok, Huiwen Chang, Jarred Barber, Lu Jiang, Glenn Entis, Yuanzhen Li, Yuan Hao, Irfan Essa, Michael Rubinstein, Dilip Krishnan

2306.00983

Network of Experts for Large-Scale Image Categorization

Karim Ahmed, Mohammad Haris Baig, Lorenzo Torresani

1604.06119

Not All Patches are What You Need: Expediting Vision Transformers via Token Reorganizations

Youwei Liang, Chongjian Ge, Zhan Tong, Yibing Song, Jue Wang, Pengtao Xie

2202.07800

CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation

Aditya Sanghi, Hang Chu, Joseph G. Lambourne, Ye Wang, Chin-Yi Cheng, Marco Fumero, Kamal Rahimi Malekshan

2110.02624

Actor-Centric Relation Network

Chen Sun, Abhinav Shrivastava, Carl Vondrick, Kevin Murphy, Rahul Sukthankar, Cordelia Schmid

1807.10982

One-Shot Learning for Semantic Segmentation

Amirreza Shaban, Shray Bansal, Zhen Liu, Irfan Essa, Byron Boots

1709.03410

General In-Hand Object Rotation with Vision and Touch

Haozhi Qi, Brent Yi, Sudharshan Suresh, Mike Lambeta, Yi Ma, Roberto Calandra, Jitendra Malik

2309.09979

D2-Net: A Trainable CNN for Joint Detection and Description of Local Features

Mihai Dusmanu, Ignacio Rocco, Tomas Pajdla, Marc Pollefeys, Josef Sivic, Akihiko Torii, Torsten Sattler

1905.03561

Stylizing 3D Scene via Implicit Representation and HyperNetwork

Pei-Ze Chiang, Meng-Shiun Tsai, Hung-Yu Tseng, Wei-sheng Lai, Wei-Chen Chiu

2105.13016

MeshDiffusion: Score-based Generative 3D Mesh Modeling

Zhen Liu, Yao Feng, Michael J. Black, Derek Nowrouzezahrai, Liam Paull, Weiyang Liu

2303.08133

Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain Networks

Sofia Ira Ktena, Sarah Parisot, Enzo Ferrante, Martin Rajchl, Matthew Lee, Ben Glocker, Daniel Rueckert

1703.02161

Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs

Martin Simonovsky, Nikos Komodakis

1704.02901

Zero-Shot Learning -- The Good, the Bad and the Ugly

Yongqin Xian, Bernt Schiele, Zeynep Akata

1703.04394

Single Shot Text Detector with Regional Attention

Pan He, Weilin Huang, Tong He, Qile Zhu, Yu Qiao, Xiaolin Li

1709.00138

VideoControlNet: A Motion-Guided Video-to-Video Translation Framework by Using Diffusion Model with ControlNet

Zhihao Hu, Dong Xu

2307.14073

Evading Defenses to Transferable Adversarial Examples by Translation-Invariant Attacks

Yinpeng Dong, Tianyu Pang, Hang Su, Jun Zhu

1904.02884

MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding

Bo He, Hengduo Li, Young Kyun Jang, Menglin Jia, Xuefei Cao, Ashish Shah, Abhinav Shrivastava, Ser-Nam Lim

2404.05726

Multi-Scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal Adenocarcinoma

Zhuotun Zhu, Yingda Xia, Lingxi Xie, Elliot K. Fishman, Alan L. Yuille

1807.02941

Generative Image Dynamics

Zhengqi Li, Richard Tucker, Noah Snavely, Aleksander Holynski

2309.07906

OmniVec: Learning robust representations with cross modal sharing

Siddharth Srivastava, Gaurav Sharma

2311.05709

Deformed Implicit Field: Modeling 3D Shapes with Learned Dense Correspondence

Yu Deng, Jiaolong Yang, Xin Tong

2011.13650

Defocus Deblurring Using Dual-Pixel Data

Abdullah Abuolaim, Michael S. Brown

2005.00305

AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs

Pengfei Xu, Xiaofan Zhang, Cong Hao, Yang Zhao, Yongan Zhang, Yue Wang, Chaojian Li, Zetong Guan, Deming Chen, Yingyan Lin

2001.03535

Multimodal Contrastive Training for Visual Representation Learning

Xin Yuan, Zhe Lin, Jason Kuen, Jianming Zhang, Yilin Wang, Michael Maire, Ajinkya Kale, Baldo Faieta

2104.12836

The Effectiveness of Data Augmentation in Image Classification using Deep Learning

Luis Perez, Jason Wang

1712.04621

SE3-Pose-Nets: Structured Deep Dynamics Models for Visuomotor Planning and Control

Arunkumar Byravan, Felix Leeb, Franziska Meier, Dieter Fox

1710.00489

Which Tasks Should Be Learned Together in Multi-task Learning?

Trevor Standley, Amir R. Zamir, Dawn Chen, Leonidas Guibas, Jitendra Malik, Silvio Savarese

1905.07553

Self-correcting LLM-controlled Diffusion Models

Tsung-Han Wu, Long Lian, Joseph E. Gonzalez, Boyi Li, Trevor Darrell

2311.16090

FusionPainting: Multimodal Fusion with Adaptive Attention for 3D Object Detection

Shaoqing Xu, Dingfu Zhou, Jin Fang, Junbo Yin, Zhou Bin, Liangjun Zhang

2106.12449

Domain Adaptive Faster R-CNN for Object Detection in the Wild

Yuhua Chen, Wen Li, Christos Sakaridis, Dengxin Dai, Luc Van Gool

1803.03243

Training independent subnetworks for robust prediction

Marton Havasi, Rodolphe Jenatton, Stanislav Fort, Jeremiah Zhe Liu, Jasper Snoek, Balaji Lakshminarayanan, Andrew M. Dai, Dustin Tran

2010.06610

Near-Optimal Joint Object Matching via Convex Relaxation

Yuxin Chen, Leonidas J. Guibas, Qi-Xing Huang

1402.1473

Optimization on Submanifolds of Convolution Kernels in CNNs

Mete Ozay, Takayuki Okatani

1610.07008

Charades-Ego: A Large-Scale Dataset of Paired Third and First Person Videos

Gunnar A. Sigurdsson, Abhinav Gupta, Cordelia Schmid, Ali Farhadi, Karteek Alahari

1804.09626

Deep Patch Learning for Weakly Supervised Object Classification and Discovery

Peng Tang, Xinggang Wang, Zilong Huang, Xiang Bai, Wenyu Liu

1705.02429

Person Re-identification with Deep Similarity-Guided Graph Neural Network

Yantao Shen, Hongsheng Li, Shuai Yi, Dapeng Chen, Xiaogang Wang

1807.09975

Deep Identity-aware Transfer of Facial Attributes

Mu Li, Wangmeng Zuo, David Zhang

1610.05586

Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting

Po-Yao Huang, Junjie Hu, Xiaojun Chang, Alexander Hauptmann

2005.03119

A Quantization-Friendly Separable Convolution for MobileNets

Tao Sheng, Chen Feng, Shaojie Zhuo, Xiaopeng Zhang, Liang Shen, Mickey Aleksic

1803.08607

ConvNets vs. Transformers: Whose Visual Representations are More Transferable?

Hong-Yu Zhou, Chixiang Lu, Sibei Yang, Yizhou Yu

2108.05305

Image to Image Translation for Domain Adaptation

Zak Murez, Soheil Kolouri, David Kriegman, Ravi Ramamoorthi, Kyungnam Kim

1712.00479

NViSII: A Scriptable Tool for Photorealistic Image Generation

Nathan Morrical, Jonathan Tremblay, Yunzhi Lin, Stephen Tyree, Stan Birchfield, Valerio Pascucci, Ingo Wald

2105.13962

AudioCLIP: Extending CLIP to Image, Text and Audio

Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel

2106.13043

Towards Effective Low-bitwidth Convolutional Neural Networks

Bohan Zhuang, Chunhua Shen, Mingkui Tan, Lingqiao Liu, Ian Reid

1711.00205

Learning Task-Oriented Grasping for Tool Manipulation from Simulated Self-Supervision

Kuan Fang, Yuke Zhu, Animesh Garg, Andrey Kurenkov, Viraj Mehta, Li Fei-Fei, Silvio Savarese

1806.09266

Learning Monocular 3D Human Pose Estimation from Multi-view Images

Helge Rhodin, Jörg Spörri, Isinsu Katircioglu, Victor Constantin, Frédéric Meyer, Erich Müller, Mathieu Salzmann, Pascal Fua

1803.04775

Learning to Orient Surfaces by Self-supervised Spherical CNNs

Riccardo Spezialetti, Federico Stella, Marlon Marcon, Luciano Silva, Samuele Salti, Luigi Di Stefano

2011.03298

MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training

De-An Huang, Zhiding Yu, Anima Anandkumar

2208.02245

PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing

Dan Xu, Wanli Ouyang, Xiaogang Wang, Nicu Sebe

1805.04409

FINN: A Framework for Fast, Scalable Binarized Neural Network Inference

Yaman Umuroglu, Nicholas J. Fraser, Giulio Gambardella, Michaela Blott, Philip Leong, Magnus Jahre, Kees Vissers

1612.07119

Scene Graph Prediction with Limited Labels

Vincent S. Chen, Paroma Varma, Ranjay Krishna, Michael Bernstein, Christopher Re, Li Fei-Fei

1904.11622

PnP-DETR: Towards Efficient Visual Analysis with Transformers

Tao Wang, Li Yuan, Yunpeng Chen, Jiashi Feng, Shuicheng Yan

2109.07036

SACSoN: Scalable Autonomous Control for Social Navigation

Noriaki Hirose, Dhruv Shah, Ajay Sridhar, Sergey Levine

2306.01874

See through Gradients: Image Batch Recovery via GradInversion

Hongxu Yin, Arun Mallya, Arash Vahdat, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov

2104.07586

Learning Visual Question Answering by Bootstrapping Hard Attention

Mateusz Malinowski, Carl Doersch, Adam Santoro, Peter Battaglia

1808.00300

TandemNet: Distilling Knowledge from Medical Images Using Diagnostic Reports as Optional Semantic References

Zizhao Zhang, Pingjun Chen, Manish Sapkota, Lin Yang

1708.03070

VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding

Boqiang Zhang, Kehan Li, Zesen Cheng, Zhiqiang Hu, Yuqian Yuan, Guanzheng Chen, Sicong Leng, Yuming Jiang, Hang Zhang, Xin Li, Peng Jin, Wenqi Zhang, Fan Wang, Lidong Bing, Deli Zhao

2501.13106

Advancing Multimodal Medical Capabilities of Gemini

Lin Yang, Shawn Xu, Andrew Sellergren, Timo Kohlberger, Yuchen Zhou, Ira Ktena, Atilla Kiraly, Faruk Ahmed, Farhad Hormozdiari, Tiam Jaroensri, Eric Wang, Ellery Wulczyn, Fayaz Jamil, Theo Guidroz, Chuck Lau, Siyuan Qiao, Yun Liu, Akshay Goel, Kendall Park, Arnav Agharwal, Nick George, Yang Wang, Ryutaro Tanno, David G. T. Barrett, Wei-Hung Weng, S. Sara Mahdavi, Khaled Saab, Tao Tu, Sreenivasa Raju Kalidindi, Mozziyar Etemadi, Jorge Cuadros, Gregory Sorensen, Yossi Matias, Katherine Chou, Greg Corrado, Joelle Barral, Shravya Shetty, David Fleet, S. M. Ali Eslami, Daniel Tse, Shruthi Prabhakara, Cory McLean, Dave Steiner, Rory Pilgrim, Christopher Kelly, Shekoofeh Azizi, Daniel Golden

2405.03162

Unified Pretraining Framework for Document Understanding

Jiuxiang Gu, Jason Kuen, Vlad I. Morariu, Handong Zhao, Nikolaos Barmpalios, Rajiv Jain, Ani Nenkova, Tong Sun

2204.10939

VITAL: VIsual Tracking via Adversarial Learning

Yibing Song, Chao Ma, Xiaohe Wu, Lijun Gong, Linchao Bao, Wangmeng Zuo, Chunhua Shen, Rynson Lau, Ming-Hsuan Yang

1804.04273

Coupled Iterative Refinement for 6D Multi-Object Pose Estimation

Lahav Lipson, Zachary Teed, Ankit Goyal, Jia Deng

2204.12516

Learning Lane Graph Representations for Motion Forecasting

Ming Liang, Bin Yang, Rui Hu, Yun Chen, Renjie Liao, Song Feng, Raquel Urtasun

2007.13732

Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera

Fangchang Ma, Guilherme Venturelli Cavalheiro, Sertac Karaman

1807.00275

Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness

Felix Friedrich, Manuel Brack, Lukas Struppek, Dominik Hintersdorf, Patrick Schramowski, Sasha Luccioni, Kristian Kersting

2302.10893

The ThreeDWorld Transport Challenge: A Visually Guided Task-and-Motion Planning Benchmark for Physically Realistic Embodied AI

Chuang Gan, Siyuan Zhou, Jeremy Schwartz, Seth Alter, Abhishek Bhandwaldar, Dan Gutfreund, Daniel L. K. Yamins, James J DiCarlo, Josh McDermott, Antonio Torralba, Joshua B. Tenenbaum

2103.14025

Learning Fast Sample Re-weighting Without Reward Data

Zizhao Zhang, Tomas Pfister

2109.03216

FineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding

Dian Shao, Yue Zhao, Bo Dai, Dahua Lin

2004.06704

Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector

Cheng-Chun Hsu, Yi-Hsuan Tsai, Yen-Yu Lin, Ming-Hsuan Yang

2008.08574

Progressive Image Deraining Networks: A Better and Simpler Baseline

Dongwei Ren, Wangmeng Zuo, Qinghua Hu, Pengfei Zhu, Deyu Meng

1901.09221

Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation

Ziad Al-Halah, Santhosh K. Ramakrishnan, Kristen Grauman

2202.02440

Spatially adaptive image compression using a tiled deep network

David Minnen, George Toderici, Michele Covell, Troy Chinen, Nick Johnston, Joel Shor, Sung Jin Hwang, Damien Vincent, Saurabh Singh

1802.02629

Transformer Reasoning Network for Image-Text Matching and Retrieval

Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato

2004.09144

Deep Hashing Network for Unsupervised Domain Adaptation

Hemanth Venkateswara, Jose Eusebio, Shayok Chakraborty, Sethuraman Panchanathan

1706.07522

Flow Matching in Latent Space

Quan Dao, Hao Phung, Binh Nguyen, Anh Tran

2307.08698

Understanding deep features with computer-generated imagery

Mathieu Aubry, Bryan Russell

1506.01151

Learning To Simulate

Nataniel Ruiz, Samuel Schulter, Manmohan Chandraker

1810.02513

Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training

Minguk Kang, Woohyeon Shim, Minsu Cho, Jaesik Park

2111.01118

Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models

Po-Yao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alexander Hauptmann

2103.08849

Full-Spectrum Out-of-Distribution Detection

Jingkang Yang, Kaiyang Zhou, Ziwei Liu

2204.05306

Scale equivariance in CNNs with vector fields

Diego Marcos, Benjamin Kellenberger, Sylvain Lobry, Devis Tuia

1807.11783

Deconvolutional Feature Stacking for Weakly-Supervised Semantic Segmentation

Hyo-Eun Kim, Sangheum Hwang

1602.04984

Regularizing Deep Networks with Semantic Data Augmentation

Yulin Wang, Gao Huang, Shiji Song, Xuran Pan, Yitong Xia, Cheng Wu

2007.10538

FSNet: An Identity-Aware Generative Model for Image-based Face Swapping

Ryota Natsume, Tatsuya Yatagawa, Shigeo Morishima

1811.12666

Incremental learning for the detection and classification of GAN-generated images

Francesco Marra, Cristiano Saltori, Giulia Boato, Luisa Verdoliva

1910.01568

Memory Aggregation Networks for Efficient Interactive Video Object Segmentation

Jiaxu Miao, Yunchao Wei, Yi Yang

2003.13246

Optical Flow Estimation using a Spatial Pyramid Network

Anurag Ranjan, Michael J. Black

1611.00850

Controllable Human-Object Interaction Synthesis

Jiaman Li, Alexander Clegg, Roozbeh Mottaghi, Jiajun Wu, Xavier Puig, C. Karen Liu

2312.03913

GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution

Kelvin C. K. Chan, Xintao Wang, Xiangyu Xu, Jinwei Gu, Chen Change Loy

2012.00739

From One Hand to Multiple Hands: Imitation Learning for Dexterous Manipulation from Single-Camera Teleoperation

Yuzhe Qin, Hao Su, Xiaolong Wang

2204.12490

ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding

Le Xue, Ning Yu, Shu Zhang, Artemis Panagopoulou, Junnan Li, Roberto Martín-Martín, Jiajun Wu, Caiming Xiong, Ran Xu, Juan Carlos Niebles, Silvio Savarese

2305.08275

ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data

Gilad Baruch, Zhuoyuan Chen, Afshin Dehghan, Tal Dimry, Yuri Feigin, Peter Fu, Thomas Gebauer, Brandon Joffe, Daniel Kurz, Arik Schwartz, Elad Shulman

2111.08897

Universal Planning Networks

Aravind Srinivas, Allan Jabri, Pieter Abbeel, Sergey Levine, Chelsea Finn

1804.00645

Contrastive Learning with Adversarial Examples

Chih-Hui Ho, Nuno Vasconcelos

2010.12050

Weakly Supervised Object Localization Using Size Estimates

Miaojing Shi, Vittorio Ferrari

1608.04314

Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning

Qing Li, Siyuan Huang, Yining Hong, Yixin Chen, Ying Nian Wu, Song-Chun Zhu

2006.06649

A Fast and Accurate Unconstrained Face Detector

Shengcai Liao, Anil K. Jain, Stan Z. Li

1408.1656

Neural Articulated Radiance Field

Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada

2104.03110

3D Point Capsule Networks

Yongheng Zhao, Tolga Birdal, Haowen Deng, Federico Tombari

1812.10775

Large Scale Incremental Learning

Yue Wu, Yinpeng Chen, Lijuan Wang, Yuancheng Ye, Zicheng Liu, Yandong Guo, Yun Fu

1905.13260

Playing with Duality: An Overview of Recent Primal-Dual Approaches for Solving Large-Scale Optimization Problems

Nikos Komodakis, Jean-Christophe Pesquet

1406.5429

Distribution Alignment: A Unified Framework for Long-tail Visual Recognition

Songyang Zhang, Zeming Li, Shipeng Yan, Xuming He, Jian Sun

2103.16370

Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation

Hao Zhao, Ming Lu, Anbang Yao, Yiwen Guo, Yurong Chen, Li Zhang

1707.00383

In-Hand Object Rotation via Rapid Motor Adaptation

Haozhi Qi, Ashish Kumar, Roberto Calandra, Yi Ma, Jitendra Malik

2210.04887

Learning to Compose Visual Relations

Nan Liu, Shuang Li, Yilun Du, Joshua B. Tenenbaum, Antonio Torralba

2111.09297

Coupling Vision and Proprioception for Navigation of Legged Robots

Zipeng Fu, Ashish Kumar, Ananye Agarwal, Haozhi Qi, Jitendra Malik, Deepak Pathak

2112.02094

On-device Real-time Hand Gesture Recognition

George Sung, Kanstantsin Sokal, Esha Uboweja, Valentin Bazarevsky, Jonathan Baccash, Eduard Gabriel Bazavan, Chuo-Ling Chang, Matthias Grundmann

2111.00038

A Systematic DNN Weight Pruning Framework using Alternating Direction Method of Multipliers

Tianyun Zhang, Shaokai Ye, Kaiqi Zhang, Jian Tang, Wujie Wen, Makan Fardad, Yanzhi Wang

1804.03294

Learning Attributes Equals Multi-Source Domain Generalization

Chuang Gan, Tianbao Yang, Boqing Gong

1605.00743

GPT4Point: A Unified Framework for Point-Language Understanding and Generation

Zhangyang Qi, Ye Fang, Zeyi Sun, Xiaoyang Wu, Tong Wu, Jiaqi Wang, Dahua Lin, Hengshuang Zhao

2312.02980

MessyTable: Instance Association in Multiple Camera Views

Zhongang Cai, Junzhe Zhang, Daxuan Ren, Cunjun Yu, Haiyu Zhao, Shuai Yi, Chai Kiat Yeo, Chen Change Loy

2007.14878

DreamVideo: Composing Your Dream Videos with Customized Subject and Motion

Yujie Wei, Shiwei Zhang, Zhiwu Qing, Hangjie Yuan, Zhiheng Liu, Yu Liu, Yingya Zhang, Jingren Zhou, Hongming Shan

2312.04433

A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation

Zhuotun Zhu, Yingda Xia, Wei Shen, Elliot K. Fishman, Alan L. Yuille

1712.00201

Learning Predictive Representations for Deformable Objects Using Contrastive Estimation

Wilson Yan, Ashwin Vangipuram, Pieter Abbeel, Lerrel Pinto

2003.05436

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations

Jiwoon Ahn, Sunghyun Cho, Suha Kwak

1904.05044

Panoptic Studio: A Massively Multiview System for Social Interaction Capture

Hanbyul Joo, Tomas Simon, Xulong Li, Hao Liu, Lei Tan, Lin Gui, Sean Banerjee, Timothy Godisart, Bart Nabbe, Iain Matthews, Takeo Kanade, Shohei Nobuhara, Yaser Sheikh

1612.03153

Class-incremental learning: survey and performance evaluation on image classification

Marc Masana, Xialei Liu, Bartlomiej Twardowski, Mikel Menta, Andrew D. Bagdanov, Joost van de Weijer

2010.15277

VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution

Zeyuan Chen, Yinbo Chen, Jingwen Liu, Xingqian Xu, Vidit Goel, Zhangyang Wang, Humphrey Shi, Xiaolong Wang

2206.04647

Ordinal Depth Supervision for 3D Human Pose Estimation

Georgios Pavlakos, Xiaowei Zhou, Kostas Daniilidis

1805.04095

Adversarial Perturbations Against Real-Time Video Classification Systems

Shasha Li, Ajaya Neupane, Sujoy Paul, Chengyu Song, Srikanth V. Krishnamurthy, Amit K. Roy Chowdhury, Ananthram Swami

1807.00458

Deeper and Wider Siamese Networks for Real-Time Visual Tracking

Zhipeng Zhang, Houwen Peng

1901.01660

BundleFusion: Real-time Globally Consistent 3D Reconstruction using On-the-fly Surface Re-integration

Angela Dai, Matthias Nießner, Michael Zollhöfer, Shahram Izadi, Christian Theobalt

1604.01093

DO-Conv: Depthwise Over-parameterized Convolutional Layer

Jinming Cao, Yangyan Li, Mingchao Sun, Ying Chen, Dani Lischinski, Daniel Cohen-Or, Baoquan Chen, Changhe Tu

2006.12030

Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation

Sina Honari, Jason Yosinski, Pascal Vincent, Christopher Pal

1511.07356

MARS: An Instance-aware, Modular and Realistic Simulator for Autonomous Driving

Zirui Wu, Tianyu Liu, Liyi Luo, Zhide Zhong, Jianteng Chen, Hongmin Xiao, Chao Hou, Haozhe Lou, Yuantao Chen, Runyi Yang, Yuxin Huang, Xiaoyu Ye, Zike Yan, Yongliang Shi, Yiyi Liao, Hao Zhao

2307.15058

TEACHTEXT: CrossModal Generalized Distillation for Text-Video Retrieval

Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu, Hailin Jin, Andrew Zisserman, Samuel Albanie, Yang Liu

2104.08271

Qwen2.5-VL Technical Report

Shuai Bai, Keqin Chen, Xuejing Liu, Jialin Wang, Wenbin Ge, Sibo Song, Kai Dang, Peng Wang, Shijie Wang, Jun Tang, Humen Zhong, Yuanzhi Zhu, Mingkun Yang, Zhaohai Li, Jianqiang Wan, Pengfei Wang, Wei Ding, Zheren Fu, Yiheng Xu, Jiabo Ye, Xi Zhang, Tianbao Xie, Zesen Cheng, Hang Zhang, Zhibo Yang, Haiyang Xu, Junyang Lin

2502.13923

O2O-Afford: Annotation-Free Large-Scale Object-Object Affordance Learning

Kaichun Mo, Yuzhe Qin, Fanbo Xiang, Hao Su, Leonidas Guibas

2106.15087

DMCP: Differentiable Markov Channel Pruning for Neural Networks

Shaopeng Guo, Yujie Wang, Quanquan Li, Junjie Yan

2005.03354

ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders

Sanghyun Woo, Shoubhik Debnath, Ronghang Hu, Xinlei Chen, Zhuang Liu, In So Kweon, Saining Xie

2301.00808

EgoBody: Human Body Shape and Motion of Interacting People from Head-Mounted Devices

Siwei Zhang, Qianli Ma, Yan Zhang, Zhiyin Qian, Taein Kwon, Marc Pollefeys, Federica Bogo, Siyu Tang

2112.07642

Revisiting ResNets: Improved Training and Scaling Strategies

Irwan Bello, William Fedus, Xianzhi Du, Ekin D. Cubuk, Aravind Srinivas, Tsung-Yi Lin, Jonathon Shlens, Barret Zoph

2103.07579

Towards Long-Form Video Understanding

Chao-Yuan Wu, Philipp Krähenbühl

2106.11310

Vector Neurons: A General Framework for SO(3)-Equivariant Networks

Congyue Deng, Or Litany, Yueqi Duan, Adrien Poulenard, Andrea Tagliasacchi, Leonidas Guibas

2104.12229

Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking

Heng Fan, Haibin Ling

1812.06148

Energy-based Models are Zero-Shot Planners for Compositional Scene Rearrangement

Nikolaos Gkanatsios, Ayush Jain, Zhou Xian, Yunchu Zhang, Christopher Atkeson, Katerina Fragkiadaki

2304.14391

ACORN: Adaptive Coordinate Networks for Neural Scene Representation

Julien N. P. Martel, David B. Lindell, Connor Z. Lin, Eric R. Chan, Marco Monteiro, Gordon Wetzstein

2105.02788

What Actions are Needed for Understanding Human Actions in Videos?

Gunnar A. Sigurdsson, Olga Russakovsky, Abhinav Gupta

1708.02696

BARF: Bundle-Adjusting Neural Radiance Fields

Chen-Hsuan Lin, Wei-Chiu Ma, Antonio Torralba, Simon Lucey

2104.06405

Zero-Shot Detection

Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama

1803.07113

UniDexGrasp: Universal Robotic Dexterous Grasping via Learning Diverse Proposal Generation and Goal-Conditioned Policy

Yinzhen Xu, Weikang Wan, Jialiang Zhang, Haoran Liu, Zikang Shan, Hao Shen, Ruicheng Wang, Haoran Geng, Yijia Weng, Jiayi Chen, Tengyu Liu, Li Yi, He Wang

2303.00938

Localize, Group, and Select: Boosting Text-VQA by Scene Text Modeling

Xiaopeng Lu, Zhen Fan, Yansen Wang, Jean Oh, Carolyn P. Rose

2108.08965

DexPoint: Generalizable Point Cloud Reinforcement Learning for Sim-to-Real Dexterous Manipulation

Yuzhe Qin, Binghao Huang, Zhao-Heng Yin, Hao Su, Xiaolong Wang

2211.09423

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation

Hui Zhang, Dexiang Hong, Yitong Wang, Jie Shao, Xinglong Wu, Zuxuan Wu, Yu-Gang Jiang

2412.03859

DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation

Zuxuan Wu, Xintong Han, Yen-Liang Lin, Mustafa Gkhan Uzunbas, Tom Goldstein, Ser Nam Lim, Larry S. Davis

1804.05827

Deep Cocktail Network: Multi-source Unsupervised Domain Adaptation with Category Shift

Ruijia Xu, Ziliang Chen, Wangmeng Zuo, Junjie Yan, Liang Lin

1803.00830

Clean-Label Backdoor Attacks on Video Recognition Models

Shihao Zhao, Xingjun Ma, Xiang Zheng, James Bailey, Jingjing Chen, Yu-Gang Jiang

2003.03030

DP-InstaHide: Provably Defusing Poisoning and Backdoor Attacks with Differentially Private Data Augmentations

Eitan Borgnia, Jonas Geiping, Valeriia Cherepanova, Liam Fowl, Arjun Gupta, Amin Ghiasi, Furong Huang, Micah Goldblum, Tom Goldstein

2103.02079

Network Trimming: A Data-Driven Neuron Pruning Approach towards Efficient Deep Architectures

Hengyuan Hu, Rui Peng, Yu-Wing Tai, Chi-Keung Tang

1607.03250

Learning to Track with Object Permanence

Pavel Tokmakov, Jie Li, Wolfram Burgard, Adrien Gaidon

2103.14258

Libra R-CNN: Towards Balanced Learning for Object Detection

Jiangmiao Pang, Kai Chen, Jianping Shi, Huajun Feng, Wanli Ouyang, Dahua Lin

1904.02701

Proposal Learning for Semi-Supervised Object Detection

Peng Tang, Chetan Ramaiah, Yan Wang, Ran Xu, Caiming Xiong

2001.05086

Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens

Yuxiao Chen, Jianbo Yuan, Yu Tian, Shijie Geng, Xinyu Li, Ding Zhou, Dimitris N. Metaxas, Hongxia Yang

2303.14865

Class-Balanced Loss Based on Effective Number of Samples

Yin Cui, Menglin Jia, Tsung-Yi Lin, Yang Song, Serge Belongie

1901.05555

Controllable Text-to-Image Generation with GPT-4

Tianjun Zhang, Yi Zhang, Vibhav Vineet, Neel Joshi, Xin Wang

2305.18583

What makes fake images detectable? Understanding properties that generalize

Lucy Chai, David Bau, Ser-Nam Lim, Phillip Isola

2008.10588

Multilingual Image Description with Neural Sequence Models

Desmond Elliott, Stella Frank, Eva Hasler

1510.04709

Evaluating Bayesian Deep Learning Methods for Semantic Segmentation

Jishnu Mukhoti, Yarin Gal

1811.12709

Receptive Field Block Net for Accurate and Fast Object Detection

Songtao Liu, Di Huang, Yunhong Wang

1711.07767

Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention at Vision Transformer Inference

Haoran You, Yunyang Xiong, Xiaoliang Dai, Bichen Wu, Peizhao Zhang, Haoqi Fan, Peter Vajda, Yingyan Celine Lin

2211.10526

Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

Jia Zheng, Junfei Zhang, Jing Li, Rui Tang, Shenghua Gao, Zihan Zhou

1908.00222

Mesh Graphormer

Kevin Lin, Lijuan Wang, Zicheng Liu

2104.00272

ThunderNet: Towards Real-time Generic Object Detection

Zheng Qin, Zeming Li, Zhaoning Zhang, Yiping Bao, Gang Yu, Yuxing Peng, Jian Sun

1903.11752

NTIRE 2020 Challenge on Image Demoireing: Methods and Results

Shanxin Yuan, Radu Timofte, Ales Leonardis, Gregory Slabaugh, Xiaotong Luo, Jiangtao Zhang, Yanyun Qu, Ming Hong, Yuan Xie, Cuihua Li, Dejia Xu, Yihao Chu, Qingyan Sun, Shuai Liu, Ziyao Zong, Nan Nan, Chenghua Li, Sangmin Kim, Hyungjoon Nam, Jisu Kim, Jechang Jeong, Manri Cheon, Sung-Jun Yoon, Byungyeon Kang, Junwoo Lee, Bolun Zheng, Xiaohong Liu, Linhui Dai, Jun Chen, Xi Cheng, Zhenyong Fu, Jian Yang, Chul Lee, An Gia Vien, Hyunkook Park, Sabari Nathan, M. Parisa Beham, S Mohamed Mansoor Roomi, Florian Lemarchand, Maxime Pelcat, Erwan Nogues, Densen Puthussery, Hrishikesh P S, Jiji C, Ashish Sinha, Xuan Zhao

2005.03155

PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding

Saining Xie, Jiatao Gu, Demi Guo, Charles R. Qi, Leonidas J. Guibas, Or Litany

2007.10985

Learning multiview 3D point cloud registration

Zan Gojcic, Caifa Zhou, Jan D. Wegner, Leonidas J. Guibas, Tolga Birdal

2001.05119

Learning Pixel Trajectories with Multiscale Contrastive Random Walks

Zhangxing Bian, Allan Jabri, Alexei A. Efros, Andrew Owens

2201.08379

Language Grounding with 3D Objects

Jesse Thomason, Mohit Shridhar, Yonatan Bisk, Chris Paxton, Luke Zettlemoyer

2107.12514

Deconstructing Denoising Diffusion Models for Self-Supervised Learning

Xinlei Chen, Zhuang Liu, Saining Xie, Kaiming He

2401.14404

Geometry-Contrastive GAN for Facial Expression Transfer

Fengchun Qiao, Naiming Yao, Zirui Jiao, Zhihao Li, Hui Chen, Hongan Wang

1802.01822

FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras

Shanghang Zhang, Guanhang Wu, João P. Costeira, José M. F. Moura

1707.09476

Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer

Hao-Shu Fang, Guansong Lu, Xiaolin Fang, Jianwen Xie, Yu-Wing Tai, Cewu Lu

1805.04310

SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation

Li Yi, Hao Su, Xingwen Guo, Leonidas Guibas

1612.00606

Morphing and Sampling Network for Dense Point Cloud Completion

Minghua Liu, Lu Sheng, Sheng Yang, Jing Shao, Shi-Min Hu

1912.00280

ContactOpt: Optimizing Contact to Improve Grasps

Patrick Grady, Chengcheng Tang, Christopher D. Twigg, Minh Vo, Samarth Brahmbhatt, Charles C. Kemp

2104.07267

Pixel-Perfect Structure-from-Motion with Featuremetric Refinement

Philipp Lindenberger, Paul-Edouard Sarlin, Viktor Larsson, Marc Pollefeys

2108.08291

The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation

Christopher Xie, Yu Xiang, Arsalan Mousavian, Dieter Fox

1907.13236

Maximum Classifier Discrepancy for Unsupervised Domain Adaptation

Kuniaki Saito, Kohei Watanabe, Yoshitaka Ushiku, Tatsuya Harada

1712.02560

Post-training 4-bit quantization of convolution networks for rapid-deployment

Ron Banner, Yury Nahshan, Elad Hoffer, Daniel Soudry

1810.05723

Context-aware Biaffine Localizing Network for Temporal Sentence Grounding

Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou, Yu Cheng, Wei Wei, Zichuan Xu, Yulai Xie

2103.11555

Tracking Everything Everywhere All at Once

Qianqian Wang, Yen-Yu Chang, Ruojin Cai, Zhengqi Li, Bharath Hariharan, Aleksander Holynski, Noah Snavely

2306.05422

Proposal Flow: Semantic Correspondences from Object Proposals

Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce

1703.07144

SpaText: Spatio-Textual Representation for Controllable Image Generation

Omri Avrahami, Thomas Hayes, Oran Gafni, Sonal Gupta, Yaniv Taigman, Devi Parikh, Dani Lischinski, Ohad Fried, Xi Yin

2211.14305

Training Deep Neural Networks on Noisy Labels with Bootstrapping

Scott Reed, Honglak Lee, Dragomir Anguelov, Christian Szegedy, Dumitru Erhan, Andrew Rabinovich

1412.6596

TransCG: A Large-Scale Real-World Dataset for Transparent Object Depth Completion and a Grasping Baseline

Hongjie Fang, Hao-Shu Fang, Sheng Xu, Cewu Lu

2202.08471

Probabilistic Video Generation using Holistic Attribute Control

Jiawei He, Andreas Lehrmann, Joseph Marino, Greg Mori, Leonid Sigal

1803.08085

Are adversarial examples inevitable?

Ali Shafahi, W. Ronny Huang, Christoph Studer, Soheil Feizi, Tom Goldstein

1809.02104

CAP-VSTNet: Content Affinity Preserved Versatile Style Transfer

Linfeng Wen, Chengying Gao, Changqing Zou

2303.17867

2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning

Diogo C. Luvizon, David Picard, Hedi Tabia

1802.09232

Coherent Reconstruction of Multiple Humans from a Single Image

Wen Jiang, Nikos Kolotouros, Georgios Pavlakos, Xiaowei Zhou, Kostas Daniilidis

2006.08586

On Feature Learning in the Presence of Spurious Correlations

Pavel Izmailov, Polina Kirichenko, Nate Gruver, Andrew Gordon Wilson

2210.11369

Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach

Peng Mi, Li Shen, Tianhe Ren, Yiyi Zhou, Xiaoshuai Sun, Rongrong Ji, Dacheng Tao

2210.05177

NAS evaluation is frustratingly hard

Antoine Yang, Pedro M. Esperança, Fabio M. Carlucci

1912.12522

State-Aware Tracker for Real-Time Video Object Segmentation

Xi Chen, Zuoxin Li, Ye Yuan, Gang Yu, Jianxin Shen, Donglian Qi

2003.00482

Online Real-time Multiple Spatiotemporal Action Localisation and Prediction

Gurkirt Singh, Suman Saha, Michael Sapienza, Philip Torr, Fabio Cuzzolin

1611.08563

Joint Detection and Identification Feature Learning for Person Search

Tong Xiao, Shuang Li, Bochao Wang, Liang Lin, Xiaogang Wang

1604.01850

Webly Supervised Learning of Convolutional Networks

Xinlei Chen, Abhinav Gupta

1505.01554

Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News

Reuben Tan, Bryan A. Plummer, Kate Saenko

2009.07698

Cross-lingual Visual Pre-training for Multimodal Machine Translation

Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem, Aykut Erdem, Lucia Specia

2101.10044

ShapeGlot: Learning Language for Shape Differentiation

Panos Achlioptas, Judy Fan, Robert X. D. Hawkins, Noah D. Goodman, Leonidas J. Guibas

1905.02925

3D Dynamic Scene Graphs: Actionable Spatial Perception with Places, Objects, and Humans

Antoni Rosinol, Arjun Gupta, Marcus Abate, Jingnan Shi, Luca Carlone

2002.06289

Frequency Perception Network for Camouflaged Object Detection

Runmin Cong, Mengyao Sun, Sanyi Zhang, Xiaofei Zhou, Wei Zhang, Yao Zhao

2308.08924

ARCH++: Animation-Ready Clothed Human Reconstruction Revisited

Tong He, Yuanlu Xu, Shunsuke Saito, Stefano Soatto, Tony Tung

2108.07845

Wan: Open and Advanced Large-Scale Video Generative Models

Team Wan, Ang Wang, Baole Ai, Bin Wen, Chaojie Mao, Chen-Wei Xie, Di Chen, Feiwu Yu, Haiming Zhao, Jianxiao Yang, Jianyuan Zeng, Jiayu Wang, Jingfeng Zhang, Jingren Zhou, Jinkai Wang, Jixuan Chen, Kai Zhu, Kang Zhao, Keyu Yan, Lianghua Huang, Mengyang Feng, Ningyi Zhang, Pandeng Li, Pingyu Wu, Ruihang Chu, Ruili Feng, Shiwei Zhang, Siyang Sun, Tao Fang, Tianxing Wang, Tianyi Gui, Tingyu Weng, Tong Shen, Wei Lin, Wei Wang, Wei Wang, Wenmeng Zhou, Wente Wang, Wenting Shen, Wenyuan Yu, Xianzhong Shi, Xiaoming Huang, Xin Xu, Yan Kou, Yangyu Lv, Yifei Li, Yijing Liu, Yiming Wang, Yingya Zhang, Yitong Huang, Yong Li, You Wu, Yu Liu, Yulin Pan, Yun Zheng, Yuntao Hong, Yupeng Shi, Yutong Feng, Zeyinzi Jiang, Zhen Han, Zhi-Fan Wu, Ziyu Liu

2503.20314

GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-based Real-world Noise Modeling

Dong-Wook Kim, Jae Ryun Chung, Seung-Won Jung

1905.11172

DurIAN: Duration Informed Attention Network For Multimodal Synthesis

Chengzhu Yu, Heng Lu, Na Hu, Meng Yu, Chao Weng, Kun Xu, Peng Liu, Deyi Tuo, Shiyin Kang, Guangzhi Lei, Dan Su, Dong Yu

1909.01700

Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution

Ananya Kumar, Aditi Raghunathan, Robbie Jones, Tengyu Ma, Percy Liang

2202.10054

RobustART: Benchmarking Robustness on Architecture Design and Training Techniques

Shiyu Tang, Ruihao Gong, Yan Wang, Aishan Liu, Jiakai Wang, Xinyun Chen, Fengwei Yu, Xianglong Liu, Dawn Song, Alan Yuille, Philip H. S. Torr, Dacheng Tao

2109.05211

Integer Discrete Flows and Lossless Compression

Emiel Hoogeboom, Jorn W. T. Peters, Rianne van den Berg, Max Welling

1905.07376

Reasoning Visual Dialogs with Structural and Partial Observations

Zilong Zheng, Wenguan Wang, Siyuan Qi, Song-Chun Zhu

1904.05548

kPAM-SC: Generalizable Manipulation Planning using KeyPoint Affordance and Shape Completion

Wei Gao, Russ Tedrake

1909.06980

Knowledge Adaptation for Efficient Semantic Segmentation

Tong He, Chunhua Shen, Zhi Tian, Dong Gong, Changming Sun, Youliang Yan

1903.04688

Representation Learning by Learning to Count

Mehdi Noroozi, Hamed Pirsiavash, Paolo Favaro

1708.06734

FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation

Xiaoyu Shi, Zhaoyang Huang, Dasong Li, Manyuan Zhang, Ka Chun Cheung, Simon See, Hongwei Qin, Jifeng Dai, Hongsheng Li

2303.01237

InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks

Zhe Chen, Jiannan Wu, Wenhai Wang, Weijie Su, Guo Chen, Sen Xing, Muyan Zhong, Qinglong Zhang, Xizhou Zhu, Lewei Lu, Bin Li, Ping Luo, Tong Lu, Yu Qiao, Jifeng Dai

2312.14238

Graph Attention Tracking

Dongyan Guo, Yanyan Shao, Ying Cui, Zhenhua Wang, Liyan Zhang, Chunhua Shen

2011.11204

Direct Multi-view Multi-person 3D Pose Estimation

Tao Wang, Jianfeng Zhang, Yujun Cai, Shuicheng Yan, Jiashi Feng

2111.04076

RadarNet: Exploiting Radar for Robust Perception of Dynamic Objects

Bin Yang, Runsheng Guo, Ming Liang, Sergio Casas, Raquel Urtasun

2007.14366

NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections

Ricardo Martin-Brualla, Noha Radwan, Mehdi S. M. Sajjadi, Jonathan T. Barron, Alexey Dosovitskiy, Daniel Duckworth

2008.02268

MagicDrive: Street View Generation with Diverse 3D Geometry Control

Ruiyuan Gao, Kai Chen, Enze Xie, Lanqing Hong, Zhenguo Li, Dit-Yan Yeung, Qiang Xu

2310.02601

Reconstructing Interacting Hands with Interaction Prior from Monocular Images

Binghui Zuo, Zimeng Zhao, Wenqian Sun, Wei Xie, Zhou Xue, Yangang Wang

2308.14082

Real-Time Adaptive Image Compression

Oren Rippel, Lubomir Bourdev

1705.05823

SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation

Zhongang Cai, Wanqi Yin, Ailing Zeng, Chen Wei, Qingping Sun, Yanjun Wang, Hui En Pang, Haiyi Mei, Mingyuan Zhang, Lei Zhang, Chen Change Loy, Lei Yang, Ziwei Liu

2309.17448

Understanding Human Hands in Contact at Internet Scale

Dandan Shan, Jiaqi Geng, Michelle Shu, David F. Fouhey

2006.06669

A Self-Supervised Descriptor for Image Copy Detection

Ed Pizzi, Sreya Dutta Roy, Sugosh Nagavara Ravindra, Priya Goyal, Matthijs Douze

2202.10261

InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image

Gyeongsik Moon, Shoou-i Yu, He Wen, Takaaki Shiratori, Kyoung Mu Lee

2008.09309

Deep-6DPose: Recovering 6D Object Pose from a Single RGB Image

Thanh-Toan Do, Ming Cai, Trung Pham, Ian Reid

1802.10367

Using Trusted Data to Train Deep Networks on Labels Corrupted by Severe Noise

Dan Hendrycks, Mantas Mazeika, Duncan Wilson, Kevin Gimpel

1802.05300

End-to-end Contextual Perception and Prediction with Interaction Transformer

Lingyun Luke Li, Bin Yang, Ming Liang, Wenyuan Zeng, Mengye Ren, Sean Segal, Raquel Urtasun

2008.05927

Weakly Supervised Action Labeling in Videos Under Ordering Constraints

Piotr Bojanowski, Rémi Lajugie, Francis Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid, Josef Sivic

1407.1208

Stochastic Adversarial Video Prediction

Alex X. Lee, Richard Zhang, Frederik Ebert, Pieter Abbeel, Chelsea Finn, Sergey Levine

1804.01523

3D Semantic Scene Completion: a Survey

Luis Roldao, Raoul de Charette, Anne Verroust-Blondet

2103.07466

Hierarchical Human Parsing with Typed Part-Relation Reasoning

Wenguan Wang, Hailong Zhu, Jifeng Dai, Yanwei Pang, Jianbing Shen, Ling Shao

2003.04845

Scene Coordinate Reconstruction: Posing of Image Collections via Incremental Learning of a Relocalizer

Eric Brachmann, Jamie Wynn, Shuai Chen, Tommaso Cavallari, Áron Monszpart, Daniyar Turmukhambetov, Victor Adrian Prisacariu

2404.14351

Particle Video Revisited: Tracking Through Occlusions Using Point Trajectories

Adam W. Harley, Zhaoyuan Fang, Katerina Fragkiadaki

2204.04153

Transformers for One-Shot Visual Imitation

Sudeep Dasari, Abhinav Gupta

2011.05970

Learning Word-Like Units from Joint Audio-Visual Analysis

David Harwath, James R. Glass

1701.07481

X-Trans2Cap: Cross-Modal Knowledge Transfer using Transformer for 3D Dense Captioning

Zhihao Yuan, Xu Yan, Yinghong Liao, Yao Guo, Guanbin Li, Zhen Li, Shuguang Cui

2203.00843

A Text Attention Network for Spatial Deformation Robust Scene Text Image Super-resolution

Jianqi Ma, Zhetong Liang, Lei Zhang

2203.09388

Unsupervised Training for 3D Morphable Model Regression

Kyle Genova, Forrester Cole, Aaron Maschinot, Aaron Sarna, Daniel Vlasic, William T. Freeman

1806.06098

Grow and Prune Compact, Fast, and Accurate LSTMs

Xiaoliang Dai, Hongxu Yin, Niraj K. Jha

1805.11797

Scale-Equivariant Steerable Networks

Ivan Sosnovik, Michał Szmaja, Arnold Smeulders

1910.11093

Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency

Jiaxiang Shang, Tianwei Shen, Shiwei Li, Lei Zhou, Mingmin Zhen, Tian Fang, Long Quan

2007.12494

MnasNet: Platform-Aware Neural Architecture Search for Mobile

Mingxing Tan, Bo Chen, Ruoming Pang, Vijay Vasudevan, Mark Sandler, Andrew Howard, Quoc V. Le

1807.11626

Distributed Low-rank Subspace Segmentation

Ameet Talwalkar, Lester Mackey, Yadong Mu, Shih-Fu Chang, Michael I. Jordan

1304.5583

LCR-Net++: Multi-person 2D and 3D Pose Detection in Natural Images

Gregory Rogez, Philippe Weinzaepfel, Cordelia Schmid

1803.00455

Invariant Grounding for Video Question Answering

Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua

2206.02349

Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification

Saining Xie, Chen Sun, Jonathan Huang, Zhuowen Tu, Kevin Murphy

1712.04851

Implicit Latent Variable Model for Scene-Consistent Motion Forecasting

Sergio Casas, Cole Gulino, Simon Suo, Katie Luo, Renjie Liao, Raquel Urtasun

2007.12036

Three-D Safari: Learning to Estimate Zebra Pose, Shape, and Texture from Images "In the Wild"

Silvia Zuffi, Angjoo Kanazawa, Tanya Berger-Wolf, Michael J. Black

1908.07201

Synthesizing Coherent Story with Auto-Regressive Latent Diffusion Models

Xichen Pan, Pengda Qin, Yuhong Li, Hui Xue, Wenhu Chen

2211.10950

EdgeStereo: A Context Integrated Residual Pyramid Network for Stereo Matching

Xiao Song, Xu Zhao, Hanwen Hu, Liangji Fang

1803.05196

Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold

Xingang Pan, Ayush Tewari, Thomas Leimkühler, Lingjie Liu, Abhimitra Meka, Christian Theobalt

2305.10973

A New 2.5D Representation for Lymph Node Detection using Random Sets of Deep Convolutional Neural Network Observations

Holger R. Roth, Le Lu, Ari Seff, Kevin M. Cherry, Joanne Hoffman, Shijun Wang, Jiamin Liu, Evrim Turkbey, Ronald M. Summers

1406.2639

BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation

Changqian Yu, Changxin Gao, Jingbo Wang, Gang Yu, Chunhua Shen, Nong Sang

2004.02147

OVIR-3D: Open-Vocabulary 3D Instance Retrieval Without Training on 3D Data

Shiyang Lu, Haonan Chang, Eric Pu Jing, Abdeslam Boularias, Kostas Bekris

2311.02873

Language-Conditioned Imitation Learning for Robot Manipulation Tasks

Simon Stepputtis, Joseph Campbell, Mariano Phielipp, Stefan Lee, Chitta Baral, Heni Ben Amor

2010.12083

Rotation Equivariant CNNs for Digital Pathology

Bastiaan S. Veeling, Jasper Linmans, Jim Winkens, Taco Cohen, Max Welling

1806.03962

A Baseline for Few-Shot Image Classification

Guneet S. Dhillon, Pratik Chaudhari, Avinash Ravichandran, Stefano Soatto

1909.02729

Beyond Counting: Comparisons of Density Maps for Crowd Analysis Tasks - Counting, Detection, and Tracking

Di Kang, Zheng Ma, Antoni B. Chan

1705.10118

PaStaNet: Toward Human Activity Knowledge Engine

Yong-Lu Li, Liang Xu, Xinpeng Liu, Xijie Huang, Yue Xu, Shiyi Wang, Hao-Shu Fang, Ze Ma, Mingyang Chen, Cewu Lu

2004.00945

Robust Dense Mapping for Large-Scale Dynamic Environments

Ioan Andrei Bârsan, Peidong Liu, Marc Pollefeys, Andreas Geiger

1905.02781

Unsupervised learning of object landmarks by factorized spatial embeddings

James Thewlis, Hakan Bilen, Andrea Vedaldi

1705.02193

Neural Sparse Voxel Fields

Lingjie Liu, Jiatao Gu, Kyaw Zaw Lin, Tat-Seng Chua, Christian Theobalt

2007.11571

Deep Closest Point: Learning Representations for Point Cloud Registration

Yue Wang, Justin M. Solomon

1905.03304

On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location

Osman Semih Kayhan, Jan C. van Gemert

2003.07064

Temporal Context Network for Activity Localization in Videos

Xiyang Dai, Bharat Singh, Guyue Zhang, Larry S. Davis, Yan Qiu Chen

1708.02349

RANet: Ranking Attention Network for Fast Video Object Segmentation

Ziqin Wang, Jun Xu, Li Liu, Fan Zhu, Ling Shao

1908.06647

OASIS: A Large-Scale Dataset for Single Image 3D in the Wild

Weifeng Chen, Shengyi Qian, David Fan, Noriyuki Kojima, Max Hamilton, Jia Deng

2007.13215

AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks

Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Celine Lin, Zhangyang Wang

2006.08198

EventHallusion: Diagnosing Event Hallucinations in Video LLMs

Jiacheng Zhang, Yang Jiao, Shaoxiang Chen, Na Zhao, Zhiyu Tan, Hao Li, Xingjun Ma, Jingjing Chen

2409.16597

BSN: Boundary Sensitive Network for Temporal Action Proposal Generation

Tianwei Lin, Xu Zhao, Haisheng Su, Chongjing Wang, Ming Yang

1806.02964

Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image

Federica Bogo, Angjoo Kanazawa, Christoph Lassner, Peter Gehler, Javier Romero, Michael J. Black

1607.08128

Space-Time Correspondence as a Contrastive Random Walk

Allan Jabri, Andrew Owens, Alexei A. Efros

2006.14613

GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation

An Yan, Zhengyuan Yang, Wanrong Zhu, Kevin Lin, Linjie Li, Jianfeng Wang, Jianwei Yang, Yiwu Zhong, Julian McAuley, Jianfeng Gao, Zicheng Liu, Lijuan Wang

2311.07562

Acceleration of the shiftable O(1) algorithm for bilateral filtering and non-local means

Kunal N. Chaudhury

1203.5128

COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images

Andreas Veit, Tomas Matera, Lukas Neumann, Jiri Matas, Serge Belongie

1601.07140

Deep ViT Features as Dense Visual Descriptors

Shir Amir, Yossi Gandelsman, Shai Bagon, Tali Dekel

2112.05814

GRAB: A Dataset of Whole-Body Human Grasping of Objects

Omid Taheri, Nima Ghorbani, Michael J. Black, Dimitrios Tzionas

2008.11200

TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics

Alexander Tong, Jessie Huang, Guy Wolf, David van Dijk, Smita Krishnaswamy

2002.04461

FWD: Real-time Novel View Synthesis with Forward Warping and Depth

Ang Cao, Chris Rockwell, Justin Johnson

2206.08355

Associative3D: Volumetric Reconstruction from Sparse Views

Shengyi Qian, Linyi Jin, David F. Fouhey

2007.13727

Neural-Guided RANSAC: Learning Where to Sample Model Hypotheses

Eric Brachmann, Carsten Rother

1905.04132

Learning to Adapt Structured Output Space for Semantic Segmentation

Yi-Hsuan Tsai, Wei-Chih Hung, Samuel Schulter, Kihyuk Sohn, Ming-Hsuan Yang, Manmohan Chandraker

1802.10349

Efficient Large-scale Approximate Nearest Neighbor Search on the GPU

Patrick Wieschollek, Oliver Wang, Alexander Sorkine-Hornung, Hendrik P. A. Lensch

1702.05911

MambaIR: A Simple Baseline for Image Restoration with State-Space Model

Hang Guo, Jinmin Li, Tao Dai, Zhihao Ouyang, Xudong Ren, Shu-Tao Xia

2402.15648

Blind Backdoors in Deep Learning Models

Eugene Bagdasaryan, Vitaly Shmatikov

2005.03823

Learning random-walk label propagation for weakly-supervised semantic segmentation

Paul Vernaza, Manmohan Chandraker

1802.00470

Attentional Pooling for Action Recognition

Rohit Girdhar, Deva Ramanan

1711.01467

The Effects of Regularization and Data Augmentation are Class Dependent

Randall Balestriero, Leon Bottou, Yann LeCun

2204.03632

Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP

Feng Liang, Bichen Wu, Xiaoliang Dai, Kunpeng Li, Yinan Zhao, Hang Zhang, Peizhao Zhang, Peter Vajda, Diana Marculescu

2210.04150

Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation

Xin Wang, Wenhan Xiong, Hongmin Wang, William Yang Wang

1803.07729

Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction

Guy Gafni, Justus Thies, Michael Zollhöfer, Matthias Nießner

2012.03065

Combining Self-Supervised Learning and Imitation for Vision-Based Rope Manipulation

Ashvin Nair, Dian Chen, Pulkit Agrawal, Phillip Isola, Pieter Abbeel, Jitendra Malik, Sergey Levine

1703.02018

Reasoning with Language Model Prompting: A Survey

Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen

2212.09597

Knowledge Distillation Meets Self-Supervision

Guodong Xu, Ziwei Liu, Xiaoxiao Li, Chen Change Loy

2006.07114

Learning Convolutional Networks for Content-weighted Image Compression

Mu Li, Wangmeng Zuo, Shuhang Gu, Debin Zhao, David Zhang

1703.10553

BOP Challenge 2022 on Detection, Segmentation and Pose Estimation of Specific Rigid Objects

Martin Sundermeyer, Tomas Hodan, Yann Labbe, Gu Wang, Eric Brachmann, Bertram Drost, Carsten Rother, Jiri Matas

2302.13075

Modeling Human Motion with Quaternion-based Neural Networks

Dario Pavllo, Christoph Feichtenhofer, Michael Auli, David Grangier

1901.07677

Generative Neural Articulated Radiance Fields

Alexander W. Bergman, Petr Kellnhofer, Wang Yifan, Eric R. Chan, David B. Lindell, Gordon Wetzstein

2206.14314

High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks

Ruben Villegas, Arkanath Pathak, Harini Kannan, Dumitru Erhan, Quoc V. Le, Honglak Lee

1911.01655

Fast Robust PCA on Graphs

Nauman Shahid, Nathanael Perraudin, Vassilis Kalofolias, Gilles Puy, Pierre Vandergheynst

1507.08173

Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study

Samuel Ritter, David G. T. Barrett, Adam Santoro, Matt M. Botvinick

1706.08606

GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest

Shilong Zhang, Peize Sun, Shoufa Chen, Min Xiao, Wenqi Shao, Wenwei Zhang, Yu Liu, Kai Chen, Ping Luo

2307.03601

One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing

Ting-Chun Wang, Arun Mallya, Ming-Yu Liu

2011.15126

Roses Are Red, Violets Are Blue... but Should Vqa Expect Them To?

Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf

2006.05121

Monte Carlo Convolution for Learning on Non-Uniformly Sampled Point Clouds

Pedro Hermosilla, Tobias Ritschel, Pere-Pau Vázquez, Àlvar Vinacua, Timo Ropinski

1806.01759

3DDesigner: Towards Photorealistic 3D Object Generation and Editing with Text-guided Diffusion Models

Gang Li, Heliang Zheng, Chaoyue Wang, Chang Li, Changwen Zheng, Dacheng Tao

2211.14108

Stitch it in Time: GAN-Based Facial Editing of Real Videos

Rotem Tzaban, Ron Mokady, Rinon Gal, Amit H. Bermano, Daniel Cohen-Or

2201.08361

Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Fanghua Yu, Jinjin Gu, Zheyuan Li, Jinfan Hu, Xiangtao Kong, Xintao Wang, Jingwen He, Yu Qiao, Chao Dong

2401.13627

3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions

Dong Wook Shu, Sung Woo Park, Junseok Kwon

1905.06292

Non-Local Spatial Propagation Network for Depth Completion

Jinsun Park, Kyungdon Joo, Zhe Hu, Chi-Kuei Liu, In So Kweon

2007.10042

Self-supervised Single-view 3D Reconstruction via Semantic Consistency

Xueting Li, Sifei Liu, Kihwan Kim, Shalini De Mello, Varun Jampani, Ming-Hsuan Yang, Jan Kautz

2003.06473

Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models

Bingqi Ma, Zhuofan Zong, Guanglu Song, Hongsheng Li, Yu Liu

2406.11831

Reconstructing Training Data from Trained Neural Networks

Niv Haim, Gal Vardi, Gilad Yehudai, Ohad Shamir, Michal Irani

2206.07758

Factor Graph Attention

Idan Schwartz, Seunghak Yu, Tamir Hazan, Alexander Schwing

1904.05880

VidTr: Video Transformer Without Convolutions

Yanyi Zhang, Xinyu Li, Chunhui Liu, Bing Shuai, Yi Zhu, Biagio Brattoli, Hao Chen, Ivan Marsic, Joseph Tighe

2104.11746

Noise or Signal: The Role of Image Backgrounds in Object Recognition

Kai Xiao, Logan Engstrom, Andrew Ilyas, Aleksander Madry

2006.09994

Moving Object Segmentation: All You Need Is SAM (and Flow)

Junyu Xie, Charig Yang, Weidi Xie, Andrew Zisserman

2404.12389

DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations

Ximeng Sun, Ping Hu, Kate Saenko

2206.09541

MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines

Dongzhi Jiang, Renrui Zhang, Ziyu Guo, Yanmin Wu, Jiayi Lei, Pengshuo Qiu, Pan Lu, Zehui Chen, Chaoyou Fu, Guanglu Song, Peng Gao, Yu Liu, Chunyuan Li, Hongsheng Li

2409.12959

ShapeLLM: Universal 3D Object Understanding for Embodied Interaction

Zekun Qi, Runpei Dong, Shaochen Zhang, Haoran Geng, Chunrui Han, Zheng Ge, Li Yi, Kaisheng Ma

2402.17766

Gesture Recognition in Robotic Surgery: a Review

Beatrice van Amsterdam, Matthew J. Clarkson, Danail Stoyanov

2102.00027

Unidentified Video Objects: A Benchmark for Dense, Open-World Segmentation

Weiyao Wang, Matt Feiszli, Heng Wang, Du Tran

2104.04691

Osprey: Pixel Understanding with Visual Instruction Tuning

Yuqian Yuan, Wentong Li, Jian Liu, Dongqi Tang, Xinjie Luo, Chi Qin, Lei Zhang, Jianke Zhu

2312.10032

CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting

Vishwanath A. Sindagi, Vishal M. Patel

1707.09605

ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

Qilong Wang, Banggu Wu, Pengfei Zhu, Peihua Li, Wangmeng Zuo, Qinghua Hu

1910.03151

Model-Based Robust Deep Learning: Generalizing to Natural, Out-of-Distribution Data

Alexander Robey, Hamed Hassani, George J. Pappas

2005.10247

What to Hide from Your Students: Attention-Guided Masked Image Modeling

Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas, Yannis Avrithis, Andrei Bursuc, Konstantinos Karantzalos, Nikos Komodakis

2203.12719

DriveVLM: The Convergence of Autonomous Driving and Large Vision-Language Models

Xiaoyu Tian, Junru Gu, Bailin Li, Yicheng Liu, Yang Wang, Zhiyong Zhao, Kun Zhan, Peng Jia, Xianpeng Lang, Hang Zhao

2402.12289

Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Mu Hu, Wei Yin, Chi Zhang, Zhipeng Cai, Xiaoxiao Long, Kaixuan Wang, Hao Chen, Gang Yu, Chunhua Shen, Shaojie Shen

2404.15506

mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video

Haiyang Xu, Qinghao Ye, Ming Yan, Yaya Shi, Jiabo Ye, Yuanhong Xu, Chenliang Li, Bin Bi, Qi Qian, Wei Wang, Guohai Xu, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou

2302.00402

Diverse Weight Averaging for Out-of-Distribution Generalization

Alexandre Ramé, Matthieu Kirchmeyer, Thibaud Rahier, Alain Rakotomamonjy, Patrick Gallinari, Matthieu Cord

2205.09739

Towards Crafting Text Adversarial Samples

Suranjana Samanta, Sameep Mehta

1707.02812

On the effectiveness of task granularity for transfer learning

Farzaneh Mahdisoltani, Guillaume Berger, Waseem Gharbieh, David Fleet, Roland Memisevic

1804.09235

Learning to Detect Vehicles by Clustering Appearance Patterns

Eshed Ohn-Bar, Mohan M. Trivedi

1503.03771

Geometry Uncertainty Projection Network for Monocular 3D Object Detection

Yan Lu, Xinzhu Ma, Lei Yang, Tianzhu Zhang, Yating Liu, Qi Chu, Junjie Yan, Wanli Ouyang

2107.13774

BranchyNet: Fast Inference via Early Exiting from Deep Neural Networks

Surat Teerapittayanon, Bradley McDanel, H. T. Kung

1709.01686

Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks

Deng-Ping Fan, Zheng Lin, Jia-Xing Zhao, Yun Liu, Zhao Zhang, Qibin Hou, Menglong Zhu, Ming-Ming Cheng

1907.06781

Neural Dubber: Dubbing for Videos According to Scripts

Chenxu Hu, Qiao Tian, Tingle Li, Yuping Wang, Yuxuan Wang, Hang Zhao

2110.08243

Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination

Qibin Zhao, Liqing Zhang, Andrzej Cichocki

1401.6497

Explaining the Ambiguity of Object Detection and 6D Pose From Visual Data

Fabian Manhardt, Diego Martin Arroyo, Christian Rupprecht, Benjamin Busam, Tolga Birdal, Nassir Navab, Federico Tombari

1812.00287

You Only Segment Once: Towards Real-Time Panoptic Segmentation

Jie Hu, Linyan Huang, Tianhe Ren, Shengchuan Zhang, Rongrong Ji, Liujuan Cao

2303.14651

ArtTrack: Articulated Multi-person Tracking in the Wild

Eldar Insafutdinov, Mykhaylo Andriluka, Leonid Pishchulin, Siyu Tang, Evgeny Levinkov, Bjoern Andres, Bernt Schiele

1612.01465

Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning

Sangmin Lee, Hak Gu Kim, Dae Hwi Choi, Hyung-Il Kim, Yong Man Ro

2104.00924

NAS-FCOS: Fast Neural Architecture Search for Object Detection

Ning Wang, Yang Gao, Hao Chen, Peng Wang, Zhi Tian, Chunhua Shen, Yanning Zhang

1906.04423

Adversarial Camouflage: Hiding Physical-World Attacks with Natural Styles

Ranjie Duan, Xingjun Ma, Yisen Wang, James Bailey, A. K. Qin, Yun Yang

2003.08757

Watch and Match: Supercharging Imitation with Regularized Optimal Transport

Siddhant Haldar, Vaibhav Mathur, Denis Yarats, Lerrel Pinto

2206.15469

Deep Reinforcement Learning for Autonomous Driving

Sen Wang, Daoyuan Jia, Xinshuo Weng

1811.11329

Cross Attention Network for Few-shot Classification

Ruibing Hou, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen

1910.07677

Attend and Interact: Higher-Order Object Interactions for Video Understanding

Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf

1711.06330

Detailed 2D-3D Joint Representation for Human-Object Interaction

Yong-Lu Li, Xinpeng Liu, Han Lu, Shiyi Wang, Junqi Liu, Jiefeng Li, Cewu Lu

2004.08154

Function4D: Real-time Human Volumetric Capture from Very Sparse Consumer RGBD Sensors

Tao Yu, Zerong Zheng, Kaiwen Guo, Pengpeng Liu, Qionghai Dai, Yebin Liu

2105.01859

Optical Flow Distillation: Towards Efficient and Stable Video Style Transfer

Xinghao Chen, Yiman Zhang, Yunhe Wang, Han Shu, Chunjing Xu, Chang Xu

2007.05146

Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs

Yuxuan Qiao, Haodong Duan, Xinyu Fang, Junming Yang, Lin Chen, Songyang Zhang, Jiaqi Wang, Dahua Lin, Kai Chen

2406.14544

Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation

Rongrong Ma, Guansong Pang, Ling Chen, Anton van den Hengel

2112.10063

Learning Spatio-Temporal Transformer for Visual Tracking

Bin Yan, Houwen Peng, Jianlong Fu, Dong Wang, Huchuan Lu

2103.17154

TransReID: Transformer-based Object Re-Identification

Shuting He, Hao Luo, Pichao Wang, Fan Wang, Hao Li, Wei Jiang

2102.04378

Discovering the Hidden Vocabulary of DALLE-2

Giannis Daras, Alexandros G. Dimakis

2206.00169

Class Incremental Learning via Likelihood Ratio Based Task Prediction

Haowei Lin, Yijia Shao, Weinan Qian, Ningxin Pan, Yiduo Guo, Bing Liu

2309.15048

The Practicality of Stochastic Optimization in Imaging Inverse Problems

Junqi Tang, Karen Egiazarian, Mohammad Golbabaee, Mike Davies

1910.10100

UnsuperPoint: End-to-end Unsupervised Interest Point Detector and Descriptor

Peter Hviid Christiansen, Mikkel Fly Kragh, Yury Brodskiy, Henrik Karstoft

1907.04011

CAPE: Camera View Position Embedding for Multi-View 3D Object Detection

Kaixin Xiong, Shi Gong, Xiaoqing Ye, Xiao Tan, Ji Wan, Errui Ding, Jingdong Wang, Xiang Bai

2303.10209

Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation

Xiaoxiao Li, Chen Change Loy

1803.04242

PlenOctrees for Real-time Rendering of Neural Radiance Fields

Alex Yu, Ruilong Li, Matthew Tancik, Hao Li, Ren Ng, Angjoo Kanazawa

2103.14024

Grad-CAM: Why did you say that?

Ramprasaath R Selvaraju, Abhishek Das, Ramakrishna Vedantam, Michael Cogswell, Devi Parikh, Dhruv Batra

1611.07450

PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search

Yuhui Xu, Lingxi Xie, Xiaopeng Zhang, Xin Chen, Guo-Jun Qi, Qi Tian, Hongkai Xiong

1907.05737

Parametric Noise Injection: Trainable Randomness to Improve Deep Neural Network Robustness against Adversarial Attack

Adnan Siraj Rakin, Zhezhi He, Deliang Fan

1811.09310

Recent Advances in Zero-shot Recognition

Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue, Leonid Sigal, Shaogang Gong

1710.04837

SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition

Zhixuan Lin, Yi-Fu Wu, Skand Vishwanath Peri, Weihao Sun, Gautam Singh, Fei Deng, Jindong Jiang, Sungjin Ahn

2001.02407

Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations

Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Teddy Furon, Ondrej Chum

1611.05113

When Face Recognition Meets with Deep Learning: an Evaluation of Convolutional Neural Networks for Face Recognition

Guosheng Hu, Yongxin Yang, Dong Yi, Josef Kittler, William Christmas, Stan Z. Li, Timothy Hospedales

1504.02351

Best sources forward: domain generalization through source-specific nets

Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci

1806.05810

SimPoE: Simulated Character Control for 3D Human Pose Estimation

Ye Yuan, Shih-En Wei, Tomas Simon, Kris Kitani, Jason Saragih

2104.00683

FastNeRF: High-Fidelity Neural Rendering at 200FPS

Stephan J. Garbin, Marek Kowalski, Matthew Johnson, Jamie Shotton, Julien Valentin

2103.10380

VisText: A Benchmark for Semantically Rich Chart Captioning

Benny J. Tang, Angie Boggust, Arvind Satyanarayan

2307.05356

Camera Lens Super-Resolution

Chang Chen, Zhiwei Xiong, Xinmei Tian, Zheng-Jun Zha, Feng Wu

1904.03378

Neighbourhood Consensus Networks

Ignacio Rocco, Mircea Cimpoi, Relja Arandjelović, Akihiko Torii, Tomas Pajdla, Josef Sivic

1810.10510

C3DPO: Canonical 3D Pose Networks for Non-Rigid Structure From Motion

David Novotny, Nikhila Ravi, Benjamin Graham, Natalia Neverova, Andrea Vedaldi

1909.02533

Predicting Future Instance Segmentation by Forecasting Convolutional Features

Pauline Luc, Camille Couprie, Yann LeCun, Jakob Verbeek

1803.11496

Editing Conditional Radiance Fields

Steven Liu, Xiuming Zhang, Zhoutong Zhang, Richard Zhang, Jun-Yan Zhu, Bryan Russell

2105.06466

Arbitrary Video Style Transfer via Multi-Channel Correlation

Yingying Deng, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Changsheng Xu

2009.08003

Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform

Liang-Chieh Chen, Jonathan T. Barron, George Papandreou, Kevin Murphy, Alan L. Yuille

1511.03328

Black-box Adversarial Attacks with Limited Queries and Information

Andrew Ilyas, Logan Engstrom, Anish Athalye, Jessy Lin

1804.08598

On Robustness and Transferability of Convolutional Neural Networks

Josip Djolonga, Jessica Yung, Michael Tschannen, Rob Romijnders, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Matthias Minderer, Alexander D'Amour, Dan Moldovan, Sylvain Gelly, Neil Houlsby, Xiaohua Zhai, Mario Lucic

2007.08558

Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding

Zizhao Zhang, Han Zhang, Long Zhao, Ting Chen, Sercan O. Arik, Tomas Pfister

2105.12723

Optical Flow in Mostly Rigid Scenes

Jonas Wulff, Laura Sevilla-Lara, Michael J. Black

1705.01352

Group Collaborative Learning for Co-Salient Object Detection

Qi Fan, Deng-Ping Fan, Huazhu Fu, Chi Keung Tang, Ling Shao, Yu-Wing Tai

2104.01108

Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach

Yunchao Wei, Jiashi Feng, Xiaodan Liang, Ming-Ming Cheng, Yao Zhao, Shuicheng Yan

1703.08448

FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching

Sucheng Ren, Qihang Yu, Ju He, Xiaohui Shen, Alan Yuille, Liang-Chieh Chen

2412.15205

mEBAL: A Multimodal Database for Eye Blink Detection and Attention Level Estimation

Roberto Daza, Aythami Morales, Julian Fierrez, Ruben Tolosana

2006.05327

NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video

Jiaming Sun, Yiming Xie, Linghao Chen, Xiaowei Zhou, Hujun Bao

2104.00681

PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain

Liang Chen, Yichi Zhang, Shuhuai Ren, Haozhe Zhao, Zefan Cai, Yuchi Wang, Peiyi Wang, Xiangdi Meng, Tianyu Liu, Baobao Chang

2402.15527

The Stable Signature: Rooting Watermarks in Latent Diffusion Models

Pierre Fernandez, Guillaume Couairon, Hervé Jégou, Matthijs Douze, Teddy Furon

2303.15435

Open-Vocabulary DETR with Conditional Matching

Yuhang Zang, Wei Li, Kaiyang Zhou, Chen Huang, Chen Change Loy

2203.11876

BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers

Hui Zhang, Tingwei Gao, Jie Shao, Zuxuan Wu

2503.15927

Attentive Eraser: Unleashing Diffusion Model's Object Removal Potential via Self-Attention Redirection Guidance

Wenhao Sun, Benlei Cui, Xue-Mei Dong, Jingqun Tang

2412.12974

Fault Sneaking Attack: a Stealthy Framework for Misleading Deep Neural Networks

Pu Zhao, Siyue Wang, Cheng Gongye, Yanzhi Wang, Yunsi Fei, Xue Lin

1905.12032

One Thousand and One Hours: Self-driving Motion Prediction Dataset

John Houston, Guido Zuidhof, Luca Bergamini, Yawei Ye, Long Chen, Ashesh Jain, Sammy Omari, Vladimir Iglovikov, Peter Ondruska

2006.14480

Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild

Akash Sengupta, Ignas Budvytis, Roberto Cipolla

2110.00990

MFNet: Multi-filter Directive Network for Weakly Supervised Salient Object Detection

Yongri Piao, Jian Wang, Miao Zhang, Huchuan Lu

2112.01732

LipNet: End-to-End Sentence-level Lipreading

Yannis M. Assael, Brendan Shillingford, Shimon Whiteson, Nando de Freitas

1611.01599

PoseFix: Model-agnostic General Human Pose Refinement Network

Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee

1812.03595

Invertible Conditional GANs for image editing

Guim Perarnau, Joost van de Weijer, Bogdan Raducanu, Jose M. Álvarez

1611.06355

Advances in Online Audio-Visual Meeting Transcription

Takuya Yoshioka, Igor Abramovski, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Partha Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao Wang, Jun Zhang, Yong Zhao, Tianyan Zhou

1912.04979

Spatially-Aware Graph Neural Networks for Relational Behavior Forecasting from Sensor Data

Sergio Casas, Cole Gulino, Renjie Liao, Raquel Urtasun

1910.08233

Talking Face Generation by Conditional Recurrent Adversarial Network

Yang Song, Jingwen Zhu, Dawei Li, Xiaolong Wang, Hairong Qi

1804.04786

How useful is photo-realistic rendering for visual learning?

Yair Movshovitz-Attias, Takeo Kanade, Yaser Sheikh

1603.08152

A Consistent and Efficient Evaluation Strategy for Attribution Methods

Yao Rong, Tobias Leemann, Vadim Borisov, Gjergji Kasneci, Enkelejda Kasneci

2202.00449

Crowdsourcing in Computer Vision

Adriana Kovashka, Olga Russakovsky, Li Fei-Fei, Kristen Grauman

1611.02145

PointCNN: Convolution On $\mathcal{X}$-Transformed Points

Yangyan Li, Rui Bu, Mingchao Sun, Wei Wu, Xinhan Di, Baoquan Chen

1801.07791

Lip Reading Sentences in the Wild

Joon Son Chung, Andrew Senior, Oriol Vinyals, Andrew Zisserman

1611.05358

Point Convolutional Neural Networks by Extension Operators

Matan Atzmon, Haggai Maron, Yaron Lipman

1803.10091

Geometric deep learning on graphs and manifolds using mixture model CNNs

Federico Monti, Davide Boscaini, Jonathan Masci, Emanuele Rodolà, Jan Svoboda, Michael M. Bronstein

1611.08402

Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification

Maksim Lapin, Matthias Hein, Bernt Schiele

1612.03663

Label Efficient Learning of Transferable Representations across Domains and Tasks

Zelun Luo, Yuliang Zou, Judy Hoffman, Li Fei-Fei

1712.00123

Re-evaluating Automatic Metrics for Image Captioning

Mert Kilickaya, Aykut Erdem, Nazli Ikizler-Cinbis, Erkut Erdem

1612.07600

Invariant Representations for Noisy Speech Recognition

Dmitriy Serdyuk, Kartik Audhkhasi, Philémon Brakel, Bhuvana Ramabhadran, Samuel Thomas, Yoshua Bengio

1612.01928

Learning Non-Lambertian Object Intrinsics across ShapeNet Categories

Jian Shi, Yue Dong, Hao Su, Stella X. Yu

1612.08510

Rethinking Classification and Localization for Object Detection

Yue Wu, Yinpeng Chen, Lu Yuan, Zicheng Liu, Lijuan Wang, Hongzhi Li, Yun Fu

1904.06493

Learning to Play with Intrinsically-Motivated Self-Aware Agents

Nick Haber, Damian Mrowca, Li Fei-Fei, Daniel L. K. Yamins

1802.07442

V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

Fausto Milletari, Nassir Navab, Seyed-Ahmad Ahmadi

1606.04797

DeepPermNet: Visual Permutation Learning

Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould

1704.02729

Oriented Response Networks

Yanzhao Zhou, Qixiang Ye, Qiang Qiu, Jianbin Jiao

1701.01833

Universal representations:The missing link between faces, text, planktons, and cat breeds

Hakan Bilen, Andrea Vedaldi

1701.07275

Phrase Localization and Visual Relationship Detection with Comprehensive Image-Language Cues

Bryan A. Plummer, Arun Mallya, Christopher M. Cervantes, Julia Hockenmaier, Svetlana Lazebnik

1611.06641

Unrestricted Adversarial Examples

Tom B. Brown, Nicholas Carlini, Chiyuan Zhang, Catherine Olsson, Paul Christiano, Ian Goodfellow

1809.08352

Causality-inspired Single-source Domain Generalization for Medical Image Segmentation

Cheng Ouyang, Chen Chen, Surui Li, Zeju Li, Chen Qin, Wenjia Bai, Daniel Rueckert

2111.12525

MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking

Patrick Dendorfer, Aljoša Ošep, Anton Milan, Konrad Schindler, Daniel Cremers, Ian Reid, Stefan Roth, Laura Leal-Taixé

2010.07548

Populating 3D Scenes by Learning Human-Scene Interaction

Mohamed Hassan, Partha Ghosh, Joachim Tesch, Dimitrios Tzionas, Michael J. Black

2012.11581

Improving Pairwise Ranking for Multi-label Image Classification

Yuncheng Li, Yale Song, Jiebo Luo

1704.03135

Learning to Generate Long-term Future via Hierarchical Prediction

Ruben Villegas, Jimei Yang, Yuliang Zou, Sungryull Sohn, Xunyu Lin, Honglak Lee

1704.05831

A Persistent Spatial Semantic Representation for High-level Natural Language Instruction Execution

Valts Blukis, Chris Paxton, Dieter Fox, Animesh Garg, Yoav Artzi

2107.05612

DisCoScene: Spatially Disentangled Generative Radiance Fields for Controllable 3D-aware Scene Synthesis

Yinghao Xu, Menglei Chai, Zifan Shi, Sida Peng, Ivan Skorokhodov, Aliaksandr Siarohin, Ceyuan Yang, Yujun Shen, Hsin-Ying Lee, Bolei Zhou, Sergey Tulyakov

2212.11984

Band-limited Training and Inference for Convolutional Neural Networks

Adam Dziedzic, John Paparrizos, Sanjay Krishnan, Aaron Elmore, Michael Franklin

1911.09287

V3D: Video Diffusion Models are Effective 3D Generators

Zilong Chen, Yikai Wang, Feng Wang, Zhengyi Wang, Huaping Liu

2403.06738

Learning to Forecast and Refine Residual Motion for Image-to-Video Generation

Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris Metaxas

1807.09951

Counterfactual Vision-and-Language Navigation via Adversarial Path Sampling

Tsu-Jui Fu, Xin Eric Wang, Matthew Peterson, Scott Grafton, Miguel Eckstein, William Yang Wang

1911.07308

Modulated Periodic Activations for Generalizable Local Functional Representations

Ishit Mehta, Michaël Gharbi, Connelly Barnes, Eli Shechtman, Ravi Ramamoorthi, Manmohan Chandraker

2104.03960

Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark Detection

Xuanyi Dong, Yi Yang

1908.02116

360-Degree Textures of People in Clothing from a Single Image

Verica Lazova, Eldar Insafutdinov, Gerard Pons-Moll

1908.07117

Contrastive Language-Image Pre-Training with Knowledge Graphs

Xuran Pan, Tianzhu Ye, Dongchen Han, Shiji Song, Gao Huang

2210.08901

LongVLM: Efficient Long Video Understanding via Large Language Models

Yuetian Weng, Mingfei Han, Haoyu He, Xiaojun Chang, Bohan Zhuang

2404.03384

Deep Semantic Matching with Foreground Detection and Cycle-Consistency

Yun-Chun Chen, Po-Hsiang Huang, Li-Yu Yu, Jia-Bin Huang, Ming-Hsuan Yang, Yen-Yu Lin

2004.00144

OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation

Qidong Huang, Xiaoyi Dong, Pan Zhang, Bin Wang, Conghui He, Jiaqi Wang, Dahua Lin, Weiming Zhang, Nenghai Yu

2311.17911

Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis

Yuxi Ren, Xin Xia, Yanzuo Lu, Jiacheng Zhang, Jie Wu, Pan Xie, Xing Wang, Xuefeng Xiao

2404.13686

Visual Prompt Tuning for Test-time Domain Adaptation

Yunhe Gao, Xingjian Shi, Yi Zhu, Hao Wang, Zhiqiang Tang, Xiong Zhou, Mu Li, Dimitris N. Metaxas

2210.04831

MovieChat+: Question-aware Sparse Memory for Long Video Question Answering

Enxin Song, Wenhao Chai, Tian Ye, Jenq-Neng Hwang, Xi Li, Gaoang Wang

2404.17176

Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation

Yu Zeng, Yunzhi Zhuge, Huchuan Lu, Lihe Zhang

1909.04161

Learning to Self-Train for Semi-Supervised Few-Shot Classification

Xinzhe Li, Qianru Sun, Yaoyao Liu, Shibao Zheng, Qin Zhou, Tat-Seng Chua, Bernt Schiele

1906.00562

Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?

Runpei Dong, Zekun Qi, Linfeng Zhang, Junbo Zhang, Jianjian Sun, Zheng Ge, Li Yi, Kaisheng Ma

2212.08320

Online Multi-Object Tracking Using CNN-based Single Object Tracker with Spatial-Temporal Attention Mechanism

Qi Chu, Wanli Ouyang, Hongsheng Li, Xiaogang Wang, Bin Liu, Nenghai Yu

1708.02843

Wasserstein Introspective Neural Networks

Kwonjoon Lee, Weijian Xu, Fan Fan, Zhuowen Tu

1711.08875

Selfie: Self-supervised Pretraining for Image Embedding

Trieu H. Trinh, Minh-Thang Luong, Quoc V. Le

1906.02940

MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs

Ziyu Liu, Tao Chu, Yuhang Zang, Xilin Wei, Xiaoyi Dong, Pan Zhang, Zijian Liang, Yuanjun Xiong, Yu Qiao, Dahua Lin, Jiaqi Wang

2406.11833

Lite-HDSeg: LiDAR Semantic Segmentation Using Lite Harmonic Dense Convolutions

Ryan Razani, Ran Cheng, Ehsan Taghavi, Liu Bingbing

2103.08852

Dive into Deep Learning

Aston Zhang, Zachary C. Lipton, Mu Li, Alexander J. Smola

2106.11342

Quantizing Convolutional Neural Networks for Low-Power High-Throughput Inference Engines

Sean O. Settle, Manasa Bollavaram, Paolo D'Alberto, Elliott Delaye, Oscar Fernandez, Nicholas Fraser, Aaron Ng, Ashish Sirasao, Michael Wu

1805.07941

Exploiting temporal context for 3D human pose estimation in the wild

Anurag Arnab, Carl Doersch, Andrew Zisserman

1905.04266

EfficientFormer: Vision Transformers at MobileNet Speed

Yanyu Li, Geng Yuan, Yang Wen, Ju Hu, Georgios Evangelidis, Sergey Tulyakov, Yanzhi Wang, Jian Ren

2206.01191

Reinforced Continual Learning

Ju Xu, Zhanxing Zhu

1805.12369

TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval

Jie Lei, Licheng Yu, Tamara L. Berg, Mohit Bansal

2001.09099

Learning Texture Transformer Network for Image Super-Resolution

Fuzhi Yang, Huan Yang, Jianlong Fu, Hongtao Lu, Baining Guo

2006.04139

Self-supervised Video Representation Learning by Pace Prediction

Jiangliu Wang, Jianbo Jiao, Yun-Hui Liu

2008.05861

Self-supervised learning through the eyes of a child

A. Emin Orhan, Vaibhav V. Gupta, Brenden M. Lake

2007.16189

Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting

Benjamin Wilson, William Qi, Tanmay Agarwal, John Lambert, Jagjeet Singh, Siddhesh Khandelwal, Bowen Pan, Ratnesh Kumar, Andrew Hartnett, Jhony Kaesemodel Pontes, Deva Ramanan, Peter Carr, James Hays

2301.00493

Autolabeling 3D Objects with Differentiable Rendering of SDF Shape Priors

Sergey Zakharov, Wadim Kehl, Arjun Bhargava, Adrien Gaidon

1911.11288

Learning Smooth Neural Functions via Lipschitz Regularization

Hsueh-Ti Derek Liu, Francis Williams, Alec Jacobson, Sanja Fidler, Or Litany

2202.08345

Multi-Garment Net: Learning to Dress 3D People from Images

Bharat Lal Bhatnagar, Garvita Tiwari, Christian Theobalt, Gerard Pons-Moll

1908.06903

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding

Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen

2406.09411

Blind Super-Resolution With Iterative Kernel Correction

Jinjin Gu, Hannan Lu, Wangmeng Zuo, Chao Dong

1904.03377

Directional Connectivity-based Segmentation of Medical Images

Ziyun Yang, Sina Farsiu

2304.00145

FAMNet: Joint Learning of Feature, Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking

Peng Chu, Haibin Ling

1904.04989

DWDN: Deep Wiener Deconvolution Network for Non-Blind Image Deblurring

Jiangxin Dong, Stefan Roth, Bernt Schiele

2103.09962

Diversifying Sample Generation for Accurate Data-Free Quantization

Xiangguo Zhang, Haotong Qin, Yifu Ding, Ruihao Gong, Qinghua Yan, Renshuai Tao, Yuhang Li, Fengwei Yu, Xianglong Liu

2103.01049

Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing

Thiemo Alldieck, Mihai Zanfir, Cristian Sminchisescu

2204.08906

CurveFormer: 3D Lane Detection by Curve Propagation with Curve Queries and Attention

Yifeng Bai, Zhirong Chen, Zhangjie Fu, Lang Peng, Pengpeng Liang, Erkang Cheng

2209.07989

Unsupervised Multi-Task Feature Learning on Point Clouds

Kaveh Hassani, Mike Haley

1910.08207

Combined Scaling for Zero-shot Transfer Learning

Hieu Pham, Zihang Dai, Golnaz Ghiasi, Kenji Kawaguchi, Hanxiao Liu, Adams Wei Yu, Jiahui Yu, Yi-Ting Chen, Minh-Thang Luong, Yonghui Wu, Mingxing Tan, Quoc V. Le

2111.10050

Kwai Keye-VL 1.5 Technical Report

Biao Yang, Bin Wen, Boyang Ding, Changyi Liu, Chenglong Chu, Chengru Song, Chongling Rao, Chuan Yi, Da Li, Dunju Zang, Fan Yang, Guorui Zhou, Guowang Zhang, Han Shen, Hao Peng, Haojie Ding, Hao Wang, Haonan Fan, Hengrui Ju, Jiaming Huang, Jiangxia Cao, Jiankang Chen, Jingyun Hua, Kaibing Chen, Kaiyu Jiang, Kaiyu Tang, Kun Gai, Muhao Wei, Qiang Wang, Ruitao Wang, Sen Na, Shengnan Zhang, Siyang Mao, Sui Huang, Tianke Zhang, Tingting Gao, Wei Chen, Wei Yuan, Xiangyu Wu, Xiao Hu, Xingyu Lu, Yi-Fan Zhang, Yiping Yang, Yulong Chen, Zeyi Lu, Zhenhua Wu, Zhixin Ling, Zhuoran Yang, Ziming Li, Di Xu, Haixuan Gao, Hang Li, Jing Wang, Lejian Ren, Qigen Hu, Qianqian Wang, Shiyao Wang, Xinchen Luo, Yan Li, Yuhang Hu, Zixing Zhang

2509.01563

MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning

Yuan Gao, Haoping Bai, Zequn Jie, Jiayi Ma, Kui Jia, Wei Liu

2003.14058

VoxelContext-Net: An Octree based Framework for Point Cloud Compression

Zizheng Que, Guo Lu, Dong Xu

2105.02158

Identifying and Compensating for Feature Deviation in Imbalanced Deep Learning

Han-Jia Ye, Hong-You Chen, De-Chuan Zhan, Wei-Lun Chao

2001.01385

Fully-Convolutional Point Networks for Large-Scale Point Clouds

Dario Rethage, Johanna Wald, Jürgen Sturm, Nassir Navab, Federico Tombari

1808.06840

Learning from Video and Text via Large-Scale Discriminative Clustering

Antoine Miech, Jean-Baptiste Alayrac, Piotr Bojanowski, Ivan Laptev, Josef Sivic

1707.09074

Pose from Shape: Deep Pose Estimation for Arbitrary 3D Objects

Yang Xiao, Xuchong Qiu, Pierre-Alain Langlois, Mathieu Aubry, Renaud Marlet

1906.05105

D-Grasp: Physically Plausible Dynamic Grasp Synthesis for Hand-Object Interactions

Sammy Christen, Muhammed Kocabas, Emre Aksan, Jemin Hwangbo, Jie Song, Otmar Hilliges

2112.03028

ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic

Yoad Tewel, Yoav Shalev, Idan Schwartz, Lior Wolf

2111.14447

AutoShape: Real-Time Shape-Aware Monocular 3D Object Detection

Zongdai Liu, Dingfu Zhou, Feixiang Lu, Jin Fang, Liangjun Zhang

2108.11127

MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound

Rowan Zellers, Jiasen Lu, Ximing Lu, Youngjae Yu, Yanpeng Zhao, Mohammadreza Salehi, Aditya Kusupati, Jack Hessel, Ali Farhadi, Yejin Choi

2201.02639

Unsupervised Deep Embedding for Clustering Analysis

Junyuan Xie, Ross Girshick, Ali Farhadi

1511.06335

Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate

Xiaofeng Liu, Zhenhua Guo, Site Li, Fangxu Xing, Jane You, C. -C. Jay Kuo, Georges El Fakhri, Jonghye Woo

2107.13469

E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning

Haiyang Xu, Ming Yan, Chenliang Li, Bin Bi, Songfang Huang, Wenming Xiao, Fei Huang

2106.01804

Dense Depth Priors for Neural Radiance Fields from Sparse Input Views

Barbara Roessle, Jonathan T. Barron, Ben Mildenhall, Pratul P. Srinivasan, Matthias Nießner

2112.03288

CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations

Davis Rempe, Tolga Birdal, Yongheng Zhao, Zan Gojcic, Srinath Sridhar, Leonidas J. Guibas

2008.02792

RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes

Semih Yagcioglu, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis

1809.00812

Curious Representation Learning for Embodied Intelligence

Yilun Du, Chuang Gan, Phillip Isola

2105.01060

Macro-Micro Adversarial Network for Human Parsing

Yawei Luo, Zhedong Zheng, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang

1807.08260

Dynamic Resolution Network

Mingjian Zhu, Kai Han, Enhua Wu, Qiulin Zhang, Ying Nie, Zhenzhong Lan, Yunhe Wang

2106.02898

GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing

Jian Guo, He He, Tong He, Leonard Lausen, Mu Li, Haibin Lin, Xingjian Shi, Chenguang Wang, Junyuan Xie, Sheng Zha, Aston Zhang, Hang Zhang, Zhi Zhang, Zhongyue Zhang, Shuai Zheng, Yi Zhu

1907.04433

Moulding Humans: Non-parametric 3D Human Shape Estimation from Single Images

Valentin Gabeur, Jean-Sebastien Franco, Xavier Martin, Cordelia Schmid, Gregory Rogez

1908.00439

Class-incremental Learning via Deep Model Consolidation

Junting Zhang, Jie Zhang, Shalini Ghosh, Dawei Li, Serafettin Tasci, Larry Heck, Heming Zhang, C. -C. Jay Kuo

1903.07864

Improving Semantic Segmentation via Video Propagation and Label Relaxation

Yi Zhu, Karan Sapra, Fitsum A. Reda, Kevin J. Shih, Shawn Newsam, Andrew Tao, Bryan Catanzaro

1812.01593

An Empirical Investigation of the Role of Pre-training in Lifelong Learning

Sanket Vaibhav Mehta, Darshan Patil, Sarath Chandar, Emma Strubell

2112.09153

VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding

Hu Xu, Gargi Ghosh, Po-Yao Huang, Prahal Arora, Masoumeh Aminzadeh, Christoph Feichtenhofer, Florian Metze, Luke Zettlemoyer

2105.09996

Planning to Explore via Self-Supervised World Models

Ramanan Sekar, Oleh Rybkin, Kostas Daniilidis, Pieter Abbeel, Danijar Hafner, Deepak Pathak

2005.05960

Distilling portable Generative Adversarial Networks for Image Translation

Hanting Chen, Yunhe Wang, Han Shu, Changyuan Wen, Chunjing Xu, Boxin Shi, Chao Xu, Chang Xu

2003.03519

CycleGAN, a Master of Steganography

Casey Chu, Andrey Zhmoginov, Mark Sandler

1712.02950

Offline Visual Representation Learning for Embodied Navigation

Karmesh Yadav, Ram Ramrakhya, Arjun Majumdar, Vincent-Pierre Berges, Sachit Kuhar, Dhruv Batra, Alexei Baevski, Oleksandr Maksymets

2204.13226

Saliency-Associated Object Tracking

Zikun Zhou, Wenjie Pei, Xin Li, Hongpeng Wang, Feng Zheng, Zhenyu He

2108.03637

End-to-End Diffusion Latent Optimization Improves Classifier Guidance

Bram Wallace, Akash Gokul, Stefano Ermon, Nikhil Naik

2303.13703

Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons

Ligong Han, Ruijiang Gao, Mun Kim, Xin Tao, Bo Liu, Dimitris Metaxas

1911.09298

Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation

Li Hu, Xin Gao, Peng Zhang, Ke Sun, Bang Zhang, Liefeng Bo

2311.17117

Open-World Stereo Video Matching with Deep RNN

Yiran Zhong, Hongdong Li, Yuchao Dai

1808.03959

MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance

Quanhao Li, Zhen Xing, Rui Wang, Hui Zhang, Qi Dai, Zuxuan Wu

2503.16421

Animating Arbitrary Objects via Deep Motion Transfer

Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe

1812.08861

Switching Convolutional Neural Network for Crowd Counting

Deepak Babu Sam, Shiv Surya, R. Venkatesh Babu

1708.00199

IoU-aware Single-stage Object Detector for Accurate Localization

Shengkai Wu, Xiaoping Li, Xinggang Wang

1912.05992

Semantics for Robotic Mapping, Perception and Interaction: A Survey

Sourav Garg, Niko Sünderhauf, Feras Dayoub, Douglas Morrison, Akansel Cosgun, Gustavo Carneiro, Qi Wu, Tat-Jun Chin, Ian Reid, Stephen Gould, Peter Corke, Michael Milford

2101.00443

Adapting Pretrained Vision-Language Foundational Models to Medical Imaging Domains

Pierre Chambon, Christian Bluethgen, Curtis P. Langlotz, Akshay Chaudhari

2210.04133

TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut

Yangtao Wang, Xi Shen, Yuan Yuan, Yuming Du, Maomao Li, Shell Xu Hu, James L Crowley, Dominique Vaufreydaz

2209.00383

DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection

Yingwei Li, Adams Wei Yu, Tianjian Meng, Ben Caine, Jiquan Ngiam, Daiyi Peng, Junyang Shen, Bo Wu, Yifeng Lu, Denny Zhou, Quoc V. Le, Alan Yuille, Mingxing Tan

2203.08195

Neural Face Editing with Intrinsic Image Disentangling

Zhixin Shu, Ersin Yumer, Sunil Hadap, Kalyan Sunkavalli, Eli Shechtman, Dimitris Samaras

1704.04131

Separable Self-attention for Mobile Vision Transformers

Sachin Mehta, Mohammad Rastegari

2206.02680

Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models

Ce Zhang, Zifu Wan, Zhehan Kan, Martin Q. Ma, Simon Stepputtis, Deva Ramanan, Russ Salakhutdinov, Louis-Philippe Morency, Katia Sycara, Yaqi Xie

2502.06130

SSH: Single Stage Headless Face Detector

Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry Davis

1708.03979

PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation

Kehong Gong, Jianfeng Zhang, Jiashi Feng

2105.02465

Rotary Position Embedding for Vision Transformer

Byeongho Heo, Song Park, Dongyoon Han, Sangdoo Yun

2403.13298

Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing

Bingyan Liu, Chengyu Wang, Tingfeng Cao, Kui Jia, Jun Huang

2403.03431

DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection

Xi Li, Liming Zhao, Lina Wei, Ming-Hsuan Yang, Fei Wu, Yueting Zhuang, Haibin Ling, Jingdong Wang

1510.05484

UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation

Huaishao Luo, Lei Ji, Botian Shi, Haoyang Huang, Nan Duan, Tianrui Li, Jason Li, Taroon Bharti, Ming Zhou

2002.06353

High-Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference

Xiaoguang Han, Zhen Li, Haibin Huang, Evangelos Kalogerakis, Yizhou Yu

1709.07599

Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty

Dan Hendrycks, Mantas Mazeika, Saurav Kadavath, Dawn Song

1906.12340

Fast and Memory-Efficient Video Diffusion Using Streamlined Inference

Zheng Zhan, Yushu Wu, Yifan Gong, Zichong Meng, Zhenglun Kong, Changdi Yang, Geng Yuan, Pu Zhao, Wei Niu, Yanzhi Wang

2411.01171

EPMF: Efficient Perception-aware Multi-sensor Fusion for 3D Semantic Segmentation

Mingkui Tan, Zhuangwei Zhuang, Sitao Chen, Rong Li, Kui Jia, Qicheng Wang, Yuanqing Li

2106.15277

Visual Memorability for Robotic Interestingness via Unsupervised Online Learning

Chen Wang, Wenshan Wang, Yuheng Qiu, Yafei Hu, Sebastian Scherer

2005.08829

Towards Diverse and Natural Scene-aware 3D Human Motion Synthesis

Jingbo Wang, Yu Rong, Jingyuan Liu, Sijie Yan, Dahua Lin, Bo Dai

2205.13001

Geometry-Aware Learning of Maps for Camera Localization

Samarth Brahmbhatt, Jinwei Gu, Kihwan Kim, James Hays, Jan Kautz

1712.03342

Room-Across-Room: Multilingual Vision-and-Language Navigation with Dense Spatiotemporal Grounding

Alexander Ku, Peter Anderson, Roma Patel, Eugene Ie, Jason Baldridge

2010.07954

Adversarial Robustness under Long-Tailed Distribution

Tong Wu, Ziwei Liu, Qingqiu Huang, Yu Wang, Dahua Lin

2104.02703

JourneyDB: A Benchmark for Generative Image Understanding

Keqiang Sun, Junting Pan, Yuying Ge, Hao Li, Haodong Duan, Xiaoshi Wu, Renrui Zhang, Aojun Zhou, Zipeng Qin, Yi Wang, Jifeng Dai, Yu Qiao, Limin Wang, Hongsheng Li

2307.00716

Structured Knowledge Distillation for Dense Prediction

Yifan Liu, Changyong Shun, Jingdong Wang, Chunhua Shen

1903.04197

Hardness-Aware Deep Metric Learning

Wenzhao Zheng, Zhaodong Chen, Jiwen Lu, Jie Zhou

1903.05503

A Structured Model For Action Detection

Yubo Zhang, Pavel Tokmakov, Martial Hebert, Cordelia Schmid

1812.03544

CycleISP: Real Image Restoration via Improved Data Synthesis

Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao

2003.07761

MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer

Kuan-Chih Huang, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu

2203.10981

Zigzag Learning for Weakly Supervised Object Detection

Xiaopeng Zhang, Jiashi Feng, Hongkai Xiong, Qi Tian

1804.09466

MatrixVT: Efficient Multi-Camera to BEV Transformation for 3D Perception

Hongyu Zhou, Zheng Ge, Zeming Li, Xiangyu Zhang

2211.10593

SciGraphQA: A Large-Scale Synthetic Multi-Turn Question-Answering Dataset for Scientific Graphs

Shengzhi Li, Nima Tajbakhsh

2308.03349

Learning Compositional Representations for Few-Shot Recognition

Pavel Tokmakov, Yu-Xiong Wang, Martial Hebert

1812.09213

Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification

Keiller Nogueira, Otávio A. B. Penatti, Jefersson A. dos Santos

1602.01517

Studying Very Low Resolution Recognition Using Deep Networks

Zhangyang Wang, Shiyu Chang, Yingzhen Yang, Ding Liu, Thomas S. Huang

1601.04153

Full Flow: Optical Flow Estimation By Global Optimization over Regular Grids

Qifeng Chen, Vladlen Koltun

1604.03513

Collaborative Video Object Segmentation by Foreground-Background Integration

Zongxin Yang, Yunchao Wei, Yi Yang

2003.08333

ASFormer: Transformer for Action Segmentation

Fangqiu Yi, Hongyu Wen, Tingting Jiang

2110.08568

Pose-Invariant Face Alignment with a Single CNN

Amin Jourabloo, Mao Ye, Xiaoming Liu, Liu Ren

1707.06286

3D Diffuser Actor: Policy Diffusion with 3D Scene Representations

Tsung-Wei Ke, Nikolaos Gkanatsios, Katerina Fragkiadaki

2402.10885

Detecting and Preventing Hallucinations in Large Vision Language Models

Anisha Gunjal, Jihan Yin, Erhan Bas

2308.06394

Segment Anything Model (SAM) for Radiation Oncology

Lian Zhang, Zhengliang Liu, Lu Zhang, Zihao Wu, Xiaowei Yu, Jason Holmes, Hongying Feng, Haixing Dai, Xiang Li, Quanzheng Li, Dajiang Zhu, Tianming Liu, Wei Liu

2306.11730

Side-Aware Boundary Localization for More Precise Object Detection

Jiaqi Wang, Wenwei Zhang, Yuhang Cao, Kai Chen, Jiangmiao Pang, Tao Gong, Jianping Shi, Chen Change Loy, Dahua Lin

1912.04260

Video as Conditional Graph Hierarchy for Multi-Granular Question Answering

Junbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li, Wei Ji, Tat-Seng Chua

2112.06197

CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language Representation Alignment

Hongwei Xue, Yuchong Sun, Bei Liu, Jianlong Fu, Ruihua Song, Houqiang Li, Jiebo Luo

2209.06430

Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation

Fenglin Liu, Chenyu You, Xian Wu, Shen Ge, Sheng Wang, Xu Sun

2111.04318

TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

Jieneng Chen, Yongyi Lu, Qihang Yu, Xiangde Luo, Ehsan Adeli, Yan Wang, Le Lu, Alan L. Yuille, Yuyin Zhou

2102.04306

Drone-based Object Counting by Spatially Regularized Regional Proposal Network

Meng-Ru Hsieh, Yen-Liang Lin, Winston H. Hsu

1707.05972

Shap-E: Generating Conditional 3D Implicit Functions

Heewoo Jun, Alex Nichol

2305.02463

Siamese Transformer Pyramid Networks for Real-Time UAV Tracking

Daitao Xing, Nikolaos Evangeliou, Athanasios Tsoukalas, Anthony Tzes

2110.08822

FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation

Yuhang Zang, Chen Huang, Chen Change Loy

2102.12867

SynSin: End-to-end View Synthesis from a Single Image

Olivia Wiles, Georgia Gkioxari, Richard Szeliski, Justin Johnson

1912.08804

Deep Semantic Ranking Based Hashing for Multi-Label Image Retrieval

Fang Zhao, Yongzhen Huang, Liang Wang, Tieniu Tan

1501.06272

VGGSound: A Large-scale Audio-Visual Dataset

Honglie Chen, Weidi Xie, Andrea Vedaldi, Andrew Zisserman

2004.14368

Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network

Seunghoon Hong, Junhyuk Oh, Bohyung Han, Honglak Lee

1512.07928

Two-stage Discriminative Re-ranking for Large-scale Landmark Retrieval

Shuhei Yokoo, Kohei Ozaki, Edgar Simo-Serra, Satoshi Iizuka

2003.11211

Learning N:M Fine-grained Structured Sparse Neural Networks From Scratch

Aojun Zhou, Yukun Ma, Junnan Zhu, Jianbo Liu, Zhijie Zhang, Kun Yuan, Wenxiu Sun, Hongsheng Li

2102.04010

Scale-Aware Modulation Meet Transformer

Weifeng Lin, Ziheng Wu, Jiayu Chen, Jun Huang, Lianwen Jin

2307.08579

Perfect match: Improved cross-modal embeddings for audio-visual synchronisation

Soo-Whan Chung, Joon Son Chung, Hong-Goo Kang

1809.08001

Stable View Synthesis

Gernot Riegler, Vladlen Koltun

2011.07233

Data-Efficient Instance Generation from Instance Discrimination

Ceyuan Yang, Yujun Shen, Yinghao Xu, Bolei Zhou

2106.04566

Unsupervised Medical Image Translation with Adversarial Diffusion Models

Muzaffer Özbey, Onat Dalmaz, Salman UH Dar, Hasan A Bedel, Şaban Özturk, Alper Güngör, Tolga Çukur

2207.08208

GS3D: An Efficient 3D Object Detection Framework for Autonomous Driving

Buyu Li, Wanli Ouyang, Lu Sheng, Xingyu Zeng, Xiaogang Wang

1903.10955

Tensor Canonical Correlation Analysis for Multi-view Dimension Reduction

Yong Luo, Dacheng Tao, Yonggang Wen, Kotagiri Ramamohanarao, Chao Xu

1502.02330

Joint Multi-view Face Alignment in the Wild

Jiankang Deng, George Trigeorgis, Yuxiang Zhou, Stefanos Zafeiriou

1708.06023

Consistency Flow Matching: Defining Straight Flows with Velocity Consistency

Ling Yang, Zixiang Zhang, Zhilong Zhang, Xingchao Liu, Minkai Xu, Wentao Zhang, Chenlin Meng, Stefano Ermon, Bin Cui

2407.02398

TextMonkey: An OCR-Free Large Multimodal Model for Understanding Document

Yuliang Liu, Biao Yang, Qiang Liu, Zhang Li, Zhiyin Ma, Shuo Zhang, Xiang Bai

2403.04473

Efficient Object-Level Visual Context Modeling for Multimodal Machine Translation: Masking Irrelevant Objects Helps Grounding

Dexin Wang, Deyi Xiong

2101.05208

Object Motion Guided Human Motion Synthesis

Jiaman Li, Jiajun Wu, C. Karen Liu

2309.16237

Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions

Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

1811.10652

A Language Agent for Autonomous Driving

Jiageng Mao, Junjie Ye, Yuxi Qian, Marco Pavone, Yue Wang

2311.10813

Facial Feature Tracking under Varying Facial Expressions and Face Poses based on Restricted Boltzmann Machines

Yue Wu, Zuoguan Wang, Qiang Ji

1709.05731

A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA

Yangyang Guo, Liqiang Nie, Yongkang Wong, Yibing Liu, Zhiyong Cheng, Mohan Kankanhalli

2206.14989

SuperPoint: Self-Supervised Interest Point Detection and Description

Daniel DeTone, Tomasz Malisiewicz, Andrew Rabinovich

1712.07629

Playing for 3D Human Recovery

Zhongang Cai, Mingyuan Zhang, Jiawei Ren, Chen Wei, Daxuan Ren, Zhengyu Lin, Haiyu Zhao, Lei Yang, Chen Change Loy, Ziwei Liu

2110.07588

Densely Connected Search Space for More Flexible Neural Architecture Search

Jiemin Fang, Yuzhu Sun, Qian Zhang, Yuan Li, Wenyu Liu, Xinggang Wang

1906.09607

A Domain Based Approach to Social Relation Recognition

Qianru Sun, Bernt Schiele, Mario Fritz

1704.06456

Performance Measures and a Data Set for Multi-Target, Multi-Camera Tracking

Ergys Ristani, Francesco Solera, Roger S. Zou, Rita Cucchiara, Carlo Tomasi

1609.01775

ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning

Junting Pan, Ziyi Lin, Xiatian Zhu, Jing Shao, Hongsheng Li

2206.13559

Residual Non-local Attention Networks for Image Restoration

Yulun Zhang, Kunpeng Li, Kai Li, Bineng Zhong, Yun Fu

1903.10082

PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention

Yongbin Sun, Yue Wang, Ziwei Liu, Joshua E. Siegel, Sanjay E. Sarma

1810.05591

RON: Reverse Connection with Objectness Prior Networks for Object Detection

Tao Kong, Fuchun Sun, Anbang Yao, Huaping Liu, Ming Lu, Yurong Chen

1707.01691

ImageDream: Image-Prompt Multi-view Diffusion for 3D Generation

Peng Wang, Yichun Shi

2312.02201

My View is the Best View: Procedure Learning from Egocentric Videos

Siddhant Bansal, Chetan Arora, C. V. Jawahar

2207.10883

On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law

Damien Teney, Kushal Kafle, Robik Shrestha, Ehsan Abbasnejad, Christopher Kanan, Anton van den Hengel

2005.09241

FoveaBox: Beyond Anchor-based Object Detector

Tao Kong, Fuchun Sun, Huaping Liu, Yuning Jiang, Lei Li, Jianbo Shi

1904.03797

TANet: Robust 3D Object Detection from Point Clouds with Triple Attention

Zhe Liu, Xin Zhao, Tengteng Huang, Ruolan Hu, Yu Zhou, Xiang Bai

1912.05163

Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning

Weixin Liang, Yuhui Zhang, Yongchan Kwon, Serena Yeung, James Zou

2203.02053

imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose

Thiemo Alldieck, Hongyi Xu, Cristian Sminchisescu

2108.10842

Deep Equilibrium Optical Flow Estimation

Shaojie Bai, Zhengyang Geng, Yash Savani, J. Zico Kolter

2204.08442

Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation

Pietro Morerio, Jacopo Cavazza, Vittorio Murino

1711.10288

The Devil is in the Tails: Fine-grained Classification in the Wild

Grant Van Horn, Pietro Perona

1709.01450

CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free

Monika Wysoczańska, Michaël Ramamonjisoa, Tomasz Trzciński, Oriane Siméoni

2309.14289

R2D2: Repeatable and Reliable Detector and Descriptor

Jerome Revaud, Philippe Weinzaepfel, César De Souza, Noe Pion, Gabriela Csurka, Yohann Cabon, Martin Humenberger

1906.06195

SQN: Weakly-Supervised Semantic Segmentation of Large-Scale 3D Point Clouds

Qingyong Hu, Bo Yang, Guangchi Fang, Yulan Guo, Ales Leonardis, Niki Trigoni, Andrew Markham

2104.04891

Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network

Xiao Yang, Ersin Yumer, Paul Asente, Mike Kraley, Daniel Kifer, C. Lee Giles

1706.02337

See, Hear, Explore: Curiosity via Audio-Visual Association

Victoria Dean, Shubham Tulsiani, Abhinav Gupta

2007.03669

Training Skinny Deep Neural Networks with Iterative Hard Thresholding Methods

Xiaojie Jin, Xiaotong Yuan, Jiashi Feng, Shuicheng Yan

1607.05423

Erasing Concepts from Diffusion Models

Rohit Gandikota, Joanna Materzynska, Jaden Fiotto-Kaufman, David Bau

2303.07345

Unsupervised Degradation Representation Learning for Blind Super-Resolution

Longguang Wang, Yingqian Wang, Xiaoyu Dong, Qingyu Xu, Jungang Yang, Wei An, Yulan Guo

2104.00416

Learning to Deblur

Christian J. Schuler, Michael Hirsch, Stefan Harmeling, Bernhard Schölkopf

1406.7444

PlayFusion: Skill Acquisition via Diffusion from Language-Annotated Play

Lili Chen, Shikhar Bahl, Deepak Pathak

2312.04549

GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable Parts

Haoran Geng, Helin Xu, Chengyang Zhao, Chao Xu, Li Yi, Siyuan Huang, He Wang

2211.05272

(AF)2-S3Net: Attentive Feature Fusion with Adaptive Feature Selection for Sparse Semantic Segmentation Network

Ran Cheng, Ryan Razani, Ehsan Taghavi, Enxu Li, Bingbing Liu

2102.04530

Make-A-Story: Visual Memory Conditioned Consistent Story Generation

Tanzila Rahman, Hsin-Ying Lee, Jian Ren, Sergey Tulyakov, Shweta Mahajan, Leonid Sigal

2211.13319

Attention is All We Need: Nailing Down Object-centric Attention for Egocentric Activity Recognition

Swathikiran Sudhakaran, Oswald Lanz

1807.11794

TEACh: Task-driven Embodied Agents that Chat

Aishwarya Padmakumar, Jesse Thomason, Ayush Shrivastava, Patrick Lange, Anjali Narayan-Chen, Spandana Gella, Robinson Piramuthu, Gokhan Tur, Dilek Hakkani-Tur

2110.00534

3DViewGraph: Learning Global Features for 3D Shapes from A Graph of Unordered Views with Attention

Zhizhong Han, Xiyang Wang, Chi-Man Vong, Yu-Shen Liu, Matthias Zwicker, C. L. Philip Chen

1905.07503

L_DMI: An Information-theoretic Noise-robust Loss Function

Yilun Xu, Peng Cao, Yuqing Kong, Yizhou Wang

1909.03388

Human Pose Estimation using Deep Consensus Voting

Ita Lifshitz, Ethan Fetaya, Shimon Ullman

1603.08212

ShiftDDPMs: Exploring Conditional Diffusion Models by Shifting Diffusion Trajectories

Zijian Zhang, Zhou Zhao, Jun Yu, Qi Tian

2302.02373

SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Instance Segmentation

Mutian Xu, Xingyilang Yin, Lingteng Qiu, Yang Liu, Xin Tong, Xiaoguang Han

2311.17707

Vision-Language Models as Success Detectors

Yuqing Du, Ksenia Konyushkova, Misha Denil, Akhil Raju, Jessica Landon, Felix Hill, Nando de Freitas, Serkan Cabi

2303.07280

VideoDex: Learning Dexterity from Internet Videos

Kenneth Shaw, Shikhar Bahl, Deepak Pathak

2212.04498

Scalable Transfer Learning with Expert Models

Joan Puigcerver, Carlos Riquelme, Basil Mustafa, Cedric Renggli, André Susano Pinto, Sylvain Gelly, Daniel Keysers, Neil Houlsby

2009.13239

IFOR: Iterative Flow Minimization for Robotic Object Rearrangement

Ankit Goyal, Arsalan Mousavian, Chris Paxton, Yu-Wei Chao, Brian Okorn, Jia Deng, Dieter Fox

2202.00732

Fairness for Image Generation with Uncertain Sensitive Attributes

Ajil Jalal, Sushrut Karmalkar, Jessica Hoffmann, Alexandros G. Dimakis, Eric Price

2106.12182

UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss

Simon Meister, Junhwa Hur, Stefan Roth

1711.07837

OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression

Lila Huang, Shenlong Wang, Kelvin Wong, Jerry Liu, Raquel Urtasun

2005.07178

TNT: Target-driveN Trajectory Prediction

Hang Zhao, Jiyang Gao, Tian Lan, Chen Sun, Benjamin Sapp, Balakrishnan Varadarajan, Yue Shen, Yi Shen, Yuning Chai, Cordelia Schmid, Congcong Li, Dragomir Anguelov

2008.08294

RealFill: Reference-Driven Generation for Authentic Image Completion

Luming Tang, Nataniel Ruiz, Qinghao Chu, Yuanzhen Li, Aleksander Holynski, David E. Jacobs, Bharath Hariharan, Yael Pritch, Neal Wadhwa, Kfir Aberman, Michael Rubinstein

2309.16668

A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction

Jo Schlemper, Jose Caballero, Joseph V. Hajnal, Anthony Price, Daniel Rueckert

1703.00555

Unconstrained Scene Generation with Locally Conditioned Radiance Fields

Terrance DeVries, Miguel Angel Bautista, Nitish Srivastava, Graham W. Taylor, Joshua M. Susskind

2104.00670

Generative adversarial network-based image super-resolution using perceptual content losses

Manri Cheon, Jun-Hyuk Kim, Jun-Ho Choi, Jong-Seok Lee

1809.04783

Segmentation-driven 6D Object Pose Estimation

Yinlin Hu, Joachim Hugonot, Pascal Fua, Mathieu Salzmann

1812.02541

PaLI-X: On Scaling up a Multilingual Vision and Language Model

Xi Chen, Josip Djolonga, Piotr Padlewski, Basil Mustafa, Soravit Changpinyo, Jialin Wu, Carlos Riquelme Ruiz, Sebastian Goodman, Xiao Wang, Yi Tay, Siamak Shakeri, Mostafa Dehghani, Daniel Salz, Mario Lucic, Michael Tschannen, Arsha Nagrani, Hexiang Hu, Mandar Joshi, Bo Pang, Ceslee Montgomery, Paulina Pietrzyk, Marvin Ritter, AJ Piergiovanni, Matthias Minderer, Filip Pavetic, Austin Waters, Gang Li, Ibrahim Alabdulmohsin, Lucas Beyer, Julien Amelot, Kenton Lee, Andreas Peter Steiner, Yang Li, Daniel Keysers, Anurag Arnab, Yuanzhong Xu, Keran Rong, Alexander Kolesnikov, Mojtaba Seyedhosseini, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut

2305.18565

Person Search in Videos with One Portrait Through Visual and Temporal Links

Qingqiu Huang, Wentao Liu, Dahua Lin

1807.10510

Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels

Zhilu Zhang, Mert R. Sabuncu

1805.07836

Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector

Qi Fan, Wei Zhuo, Chi-Keung Tang, Yu-Wing Tai

1908.01998

What Do Compressed Deep Neural Networks Forget?

Sara Hooker, Aaron Courville, Gregory Clark, Yann Dauphin, Andrea Frome

1911.05248

A Unified Semantic Embedding: Relating Taxonomies and Attributes

Sung Ju Hwang, Leonid Sigal

1411.5879

A Review on Deep Learning Techniques Applied to Semantic Segmentation

Alberto Garcia-Garcia, Sergio Orts-Escolano, Sergiu Oprea, Victor Villena-Martinez, Jose Garcia-Rodriguez

1704.06857

Graph Convolutional Networks for Temporal Action Localization

Runhao Zeng, Wenbing Huang, Mingkui Tan, Yu Rong, Peilin Zhao, Junzhou Huang, Chuang Gan

1909.03252

Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images

Mahdi Rad, Markus Oberweger, Vincent Lepetit

1712.03904

Semi-Supervised Semantic Segmentation with High- and Low-level Consistency

Sudhanshu Mittal, Maxim Tatarchenko, Thomas Brox

1908.05724

Joint Multi-Person Pose Estimation and Semantic Part Segmentation

Fangting Xia, Peng Wang, Xianjie Chen, Alan Yuille

1708.03383

How good is my GAN?

Konstantin Shmelkov, Cordelia Schmid, Karteek Alahari

1807.09499

Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols

Serhii Havrylov, Ivan Titov

1705.11192

Kervolutional Neural Networks

Chen Wang, Jianfei Yang, Lihua Xie, Junsong Yuan

1904.03955

Enforcing geometric constraints of virtual normal for depth prediction

Wei Yin, Yifan Liu, Chunhua Shen, Youliang Yan

1907.12209

SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series

Badri N. Patro, Vijay S. Agneeswaran

2403.15360

PN-Net: Conjoined Triple Deep Network for Learning Local Image Descriptors

Vassileios Balntas, Edward Johns, Lilian Tang, Krystian Mikolajczyk

1601.05030

Distractor-aware Siamese Networks for Visual Object Tracking

Zheng Zhu, Qiang Wang, Bo Li, Wei Wu, Junjie Yan, Weiming Hu

1808.06048

InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output

Pan Zhang, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Rui Qian, Lin Chen, Qipeng Guo, Haodong Duan, Bin Wang, Linke Ouyang, Songyang Zhang, Wenwei Zhang, Yining Li, Yang Gao, Peng Sun, Xinyue Zhang, Wei Li, Jingwen Li, Wenhai Wang, Hang Yan, Conghui He, Xingcheng Zhang, Kai Chen, Jifeng Dai, Yu Qiao, Dahua Lin, Jiaqi Wang

2407.03320

Video Object Segmentation with Episodic Graph Memory Networks

Xiankai Lu, Wenguan Wang, Martin Danelljan, Tianfei Zhou, Jianbing Shen, Luc Van Gool

2007.07020

RSKDD-Net: Random Sample-based Keypoint Detector and Descriptor

Fan Lu, Guang Chen, Yinlong Liu, Zhongnan Qu, Alois Knoll

2010.12394

Make a Face: Towards Arbitrary High Fidelity Face Manipulation

Shengju Qian, Kwan-Yee Lin, Wayne Wu, Yangxiaokang Liu, Quan Wang, Fumin Shen, Chen Qian, Ran He

1908.07191

Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution Network

Subeesh Vasu, Nimisha Thekke Madam, Rajagopalan A. N

1811.00344

VIBE: Video Inference for Human Body Pose and Shape Estimation

Muhammed Kocabas, Nikos Athanasiou, Michael J. Black

1912.05656

Bregman Divergences for Infinite Dimensional Covariance Matrices

Mehrtash Harandi, Mathieu Salzmann, Fatih Porikli

1403.4334

DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback

Jiao Sun, Deqing Fu, Yushi Hu, Su Wang, Royi Rassin, Da-Cheng Juan, Dana Alon, Charles Herrmann, Sjoerd van Steenkiste, Ranjay Krishna, Cyrus Rashtchian

2311.17946

Cooperative Perception for 3D Object Detection in Driving Scenarios using Infrastructure Sensors

Eduardo Arnold, Mehrdad Dianati, Robert de Temple, Saber Fallah

1912.12147

Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild

Dominik Kulon, Riza Alp Güler, Iasonas Kokkinos, Michael Bronstein, Stefanos Zafeiriou

2004.01946

Aria Digital Twin: A New Benchmark Dataset for Egocentric 3D Machine Perception

Xiaqing Pan, Nicholas Charron, Yongqian Yang, Scott Peters, Thomas Whelan, Chen Kong, Omkar Parkhi, Richard Newcombe, Carl Yuheng Ren

2306.06362

Unsupervised Learning of Long-Term Motion Dynamics for Videos

Zelun Luo, Boya Peng, De-An Huang, Alexandre Alahi, Li Fei-Fei

1701.01821

Auto4D: Learning to Label 4D Objects from Sequential Point Clouds

Bin Yang, Min Bai, Ming Liang, Wenyuan Zeng, Raquel Urtasun

2101.06586

Online Deep Clustering for Unsupervised Representation Learning

Xiaohang Zhan, Jiahao Xie, Ziwei Liu, Yew Soon Ong, Chen Change Loy

2006.10645

FilterReg: Robust and Efficient Probabilistic Point-Set Registration using Gaussian Filter and Twist Parameterization

Wei Gao, Russ Tedrake

1811.10136

Spatial and Semantic Consistency Regularizations for Pedestrian Attribute Recognition

Jian Jia, Xiaotang Chen, Kaiqi Huang

2109.05686

A dataset and exploration of models for understanding video data through fill-in-the-blank question-answering

Tegan Maharaj, Nicolas Ballas, Anna Rohrbach, Aaron Courville, Christopher Pal

1611.07810

The Benchmark Lottery

Mostafa Dehghani, Yi Tay, Alexey A. Gritsenko, Zhe Zhao, Neil Houlsby, Fernando Diaz, Donald Metzler, Oriol Vinyals

2107.07002

Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling

Xumin Yu, Lulu Tang, Yongming Rao, Tiejun Huang, Jie Zhou, Jiwen Lu

2111.14819

GRIT: Faster and Better Image captioning Transformer Using Dual Visual Features

Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani

2207.09666

DocPedia: Unleashing the Power of Large Multimodal Model in the Frequency Domain for Versatile Document Understanding

Hao Feng, Qi Liu, Hao Liu, Jingqun Tang, Wengang Zhou, Houqiang Li, Can Huang

2311.11810

Bugs in the Data: How ImageNet Misrepresents Biodiversity

Alexandra Sasha Luccioni, David Rolnick

2208.11695

Learning Two-View Correspondences and Geometry Using Order-Aware Network

Jiahui Zhang, Dawei Sun, Zixin Luo, Anbang Yao, Lei Zhou, Tianwei Shen, Yurong Chen, Long Quan, Hongen Liao

1908.04964

Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer

René Ranftl, Katrin Lasinger, David Hafner, Konrad Schindler, Vladlen Koltun

1907.01341

Morphable Face Models - An Open Framework

Thomas Gerig, Andreas Morel-Forster, Clemens Blumer, Bernhard Egger, Marcel Lüthi, Sandro Schönborn, Thomas Vetter

1709.08398

Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net

Qi Xie, Minghao Zhou, Qian Zhao, Deyu Meng, Wangmeng Zuo, Zongben Xu

1901.03281

Poisson Inverse Problems by the Plug-and-Play scheme

Arie Rond, Raja Giryes, Michael Elad

1511.02500

Maintaining Natural Image Statistics with the Contextual Loss

Roey Mechrez, Itamar Talmi, Firas Shama, Lihi Zelnik-Manor

1803.04626

Multi-Cue Zero-Shot Learning with Strong Supervision

Zeynep Akata, Mateusz Malinowski, Mario Fritz, Bernt Schiele

1603.08754

ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias

Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao

2106.03348

Dataset Condensation with Contrastive Signals

Saehyung Lee, Sanghyuk Chun, Sangwon Jung, Sangdoo Yun, Sungroh Yoon

2202.02916

Simultaneously Localize, Segment and Rank the Camouflaged Objects

Yunqiu Lv, Jing Zhang, Yuchao Dai, Aixuan Li, Bowen Liu, Nick Barnes, Deng-Ping Fan

2103.04011

3D Shape Induction from 2D Views of Multiple Objects

Matheus Gadelha, Subhransu Maji, Rui Wang

1612.05872

RAD: Training an End-to-End Driving Policy via Large-Scale 3DGS-based Reinforcement Learning

Hao Gao, Shaoyu Chen, Bo Jiang, Bencheng Liao, Yiang Shi, Xiaoyang Guo, Yuechuan Pu, Haoran Yin, Xiangyu Li, Xinbang Zhang, Ying Zhang, Wenyu Liu, Qian Zhang, Xinggang Wang

2502.13144

Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds

Francis Engelmann, Theodora Kontogianni, Alexander Hermans, Bastian Leibe

1802.01500

Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images

Noel Codella, Quoc-Bao Nguyen, Sharath Pankanti, David Gutman, Brian Helba, Allan Halpern, John R. Smith

1610.04662

Faster gradient descent and the efficient recovery of images

Hui Huang, Uri Ascher

1308.2464

NVAE: A Deep Hierarchical Variational Autoencoder

Arash Vahdat, Jan Kautz

2007.03898

Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning

Jiwoong Park, Minsik Lee, Hyung Jin Chang, Kyuewang Lee, Jin Young Choi

1908.02441

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

Xiaohan Ding, Yuchen Guo, Guiguang Ding, Jungong Han

1908.03930

Shape Inpainting using 3D Generative Adversarial Network and Recurrent Convolutional Networks

Weiyue Wang, Qiangui Huang, Suya You, Chao Yang, Ulrich Neumann

1711.06375

Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features

Xiang Wang, Shaodi You, Xi Li, Huimin Ma

1806.04659

A Fourier-based Framework for Domain Generalization

Qinwei Xu, Ruipeng Zhang, Ya Zhang, Yanfeng Wang, Qi Tian

2105.11120

Revisiting the "Video" in Video-Language Understanding

Shyamal Buch, Cristóbal Eyzaguirre, Adrien Gaidon, Jiajun Wu, Li Fei-Fei, Juan Carlos Niebles

2206.01720

Affinity Derivation and Graph Merge for Instance Segmentation

Yiding Liu, Siyu Yang, Bin Li, Wengang Zhou, Jizheng Xu, Houqiang Li, Yan Lu

1811.10870

DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images

Yuying Ge, Ruimao Zhang, Lingyun Wu, Xiaogang Wang, Xiaoou Tang, Ping Luo

1901.07973

Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters

Axel Barroso-Laguna, Edgar Riba, Daniel Ponsa, Krystian Mikolajczyk

1904.00889

Multistep Consistency Models

Jonathan Heek, Emiel Hoogeboom, Tim Salimans

2403.06807

PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning

Florian Bordes, Shashank Shekhar, Mark Ibrahim, Diane Bouchacourt, Pascal Vincent, Ari S. Morcos

2308.03977

ICON: Implicit Clothed humans Obtained from Normals

Yuliang Xiu, Jinlong Yang, Dimitrios Tzionas, Michael J. Black

2112.09127

Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors

Xuanyi Dong, Shoou-I Yu, Xinshuo Weng, Shih-En Wei, Yi Yang, Yaser Sheikh

1807.00966

AutoInt: Automatic Integration for Fast Neural Volume Rendering

David B. Lindell, Julien N. P. Martel, Gordon Wetzstein

2012.01714

Collaborative Regression of Expressive Bodies using Moderation

Yao Feng, Vasileios Choutas, Timo Bolkart, Dimitrios Tzionas, Michael J. Black

2105.05301

AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation

Yuanfeng Ji, Haotian Bai, Jie Yang, Chongjian Ge, Ye Zhu, Ruimao Zhang, Zhen Li, Lingyan Zhang, Wanling Ma, Xiang Wan, Ping Luo

2206.08023

Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data

Liming Jiang, Bo Dai, Wayne Wu, Chen Change Loy

2111.06849

Towards Best Practice in Explaining Neural Network Decisions with LRP

Maximilian Kohlbrenner, Alexander Bauer, Shinichi Nakajima, Alexander Binder, Wojciech Samek, Sebastian Lapuschkin

1910.09840

Learning to Regress Bodies from Images using Differentiable Semantic Rendering

Sai Kumar Dwivedi, Nikos Athanasiou, Muhammed Kocabas, Michael J. Black

2110.03480

Streaming Dense Video Captioning

Xingyi Zhou, Anurag Arnab, Shyamal Buch, Shen Yan, Austin Myers, Xuehan Xiong, Arsha Nagrani, Cordelia Schmid

2404.01297

Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask

Hattie Zhou, Janice Lan, Rosanne Liu, Jason Yosinski

1905.01067

Crowd Counting using Deep Recurrent Spatial-Aware Network

Lingbo Liu, Hongjun Wang, Guanbin Li, Wanli Ouyang, Liang Lin

1807.00601

Structured Prediction of 3D Human Pose with Deep Neural Networks

Bugra Tekin, Isinsu Katircioglu, Mathieu Salzmann, Vincent Lepetit, Pascal Fua

1605.05180

A Novel Performance Evaluation Methodology for Single-Target Trackers

Matej Kristan, Jiri Matas, Ales Leonardis, Tomas Vojir, Roman Pflugfelder, Gustavo Fernandez, Georg Nebehay, Fatih Porikli, Luka Cehovin

1503.01313

Insights into analysis operator learning: From patch-based sparse models to higher-order MRFs

Yunjin Chen, René Ranftl, Thomas Pock

1401.2804

Deep Learning for Anomaly Detection: A Review

Guansong Pang, Chunhua Shen, Longbing Cao, Anton van den Hengel

2007.02500

Learning Social Relation Traits from Face Images

Zhanpeng Zhang, Ping Luo, Chen Change Loy, Xiaoou Tang

1509.03936

Improving Diffusion-Based Image Synthesis with Context Prediction

Ling Yang, Jingwei Liu, Shenda Hong, Zhilong Zhang, Zhilin Huang, Zheming Cai, Wentao Zhang, Bin Cui

2401.02015

Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation

Xiao Fu, Shangzhan Zhang, Tianrun Chen, Yichong Lu, Lanyun Zhu, Xiaowei Zhou, Andreas Geiger, Yiyi Liao

2203.15224

Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff

Yochai Blau, Tomer Michaeli

1901.07821

Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios

Jiashi Li, Xin Xia, Wei Li, Huixia Li, Xing Wang, Xuefeng Xiao, Rui Wang, Min Zheng, Xin Pan

2207.05501

End-to-end Learning of Deep Visual Representations for Image Retrieval

Albert Gordo, Jon Almazan, Jerome Revaud, Diane Larlus

1610.07940

GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis

Zhenhui Ye, Ziyue Jiang, Yi Ren, Jinglin Liu, JinZheng He, Zhou Zhao

2301.13430

Conditional DETR for Fast Training Convergence

Depu Meng, Xiaokang Chen, Zejia Fan, Gang Zeng, Houqiang Li, Yuhui Yuan, Lei Sun, Jingdong Wang

2108.06152

UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering

Mohamed El Banani, Luya Gao, Justin Johnson

2102.11870

Quantization Networks

Jiwei Yang, Xu Shen, Jun Xing, Xinmei Tian, Houqiang Li, Bing Deng, Jianqiang Huang, Xiansheng Hua

1911.09464

DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents

Kushagra Pandey, Avideep Mukherjee, Piyush Rai, Abhishek Kumar

2201.00308

Pyramid Stereo Matching Network

Jia-Ren Chang, Yong-Sheng Chen

1803.08669

Dual Diffusion Implicit Bridges for Image-to-Image Translation

Xuan Su, Jiaming Song, Chenlin Meng, Stefano Ermon

2203.08382

Self-Attention Network for Skeleton-based Human Action Recognition

Sangwoo Cho, Muhammad Hasan Maqbool, Fei Liu, Hassan Foroosh

1912.08435

Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks

Despoina Paschalidou, Angelos Katharopoulos, Andreas Geiger, Sanja Fidler

2103.10429

VideoCapsuleNet: A Simplified Network for Action Detection

Kevin Duarte, Yogesh S Rawat, Mubarak Shah

1805.08162

Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation

Dan Xu, Elisa Ricci, Wanli Ouyang, Xiaogang Wang, Nicu Sebe

1704.02157

Learning Spatio-Temporal Features with 3D Residual Networks for Action Recognition

Kensho Hara, Hirokatsu Kataoka, Yutaka Satoh

1708.07632

A Signal Propagation Perspective for Pruning Neural Networks at Initialization

Namhoon Lee, Thalaiyasingam Ajanthan, Stephen Gould, Philip H. S. Torr

1906.06307

OVRL-V2: A simple state-of-art baseline for ImageNav and ObjectNav

Karmesh Yadav, Arjun Majumdar, Ram Ramrakhya, Naoki Yokoyama, Alexei Baevski, Zsolt Kira, Oleksandr Maksymets, Dhruv Batra

2303.07798

H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions

Bugra Tekin, Federica Bogo, Marc Pollefeys

1904.05349

Multi-Modal Fusion Transformer for End-to-End Autonomous Driving

Aditya Prakash, Kashyap Chitta, Andreas Geiger

2104.09224

RPM-Net: Robust Point Matching using Learned Features

Zi Jian Yew, Gim Hee Lee

2003.13479

Hierarchical Autoregressive Image Models with Auxiliary Decoders

Jeffrey De Fauw, Sander Dieleman, Karen Simonyan

1903.04933

The ApolloScape Open Dataset for Autonomous Driving and its Application

Xinyu Huang, Peng Wang, Xinjing Cheng, Dingfu Zhou, Qichuan Geng, Ruigang Yang

1803.06184

Stabilizing GANs with Soft Octave Convolutions

Ricard Durall, Franz-Josef Pfreundt, Janis Keuper

1905.12534

Learning Placeholders for Open-Set Recognition

Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan

2103.15086

Towards Learning Convolutions from Scratch

Behnam Neyshabur

2007.13657

CycleMLP: A MLP-like Architecture for Dense Prediction

Shoufa Chen, Enze Xie, Chongjian Ge, Runjian Chen, Ding Liang, Ping Luo

2107.10224

Supervised GAN Watermarking for Intellectual Property Protection

Jianwei Fei, Zhihua Xia, Benedetta Tondi, Mauro Barni

2209.03466

ARAH: Animatable Volume Rendering of Articulated Human SDFs

Shaofei Wang, Katja Schwarz, Andreas Geiger, Siyu Tang

2210.10036

Polysemous codes

Matthijs Douze, Hervé Jégou, Florent Perronnin

1609.01882

Energy-Efficient ConvNets Through Approximate Computing

Bert Moons, Bert De Brabandere, Luc Van Gool, Marian Verhelst

1603.06777

Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks

Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Shi-Min Hu

2105.02358

Rotation Invariant Convolutions for 3D Point Clouds Deep Learning

Zhiyuan Zhang, Binh-Son Hua, David W. Rosen, Sai-Kit Yeung

1908.06297

VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training

Yecheng Jason Ma, Shagun Sodhani, Dinesh Jayaraman, Osbert Bastani, Vikash Kumar, Amy Zhang

2210.00030

Object-Centric Stereo Matching for 3D Object Detection

Alex D. Pon, Jason Ku, Chengyao Li, Steven L. Waslander

1909.07566

Data augmentation for deep learning based accelerated MRI reconstruction with limited data

Zalan Fabian, Reinhard Heckel, Mahdi Soltanolkotabi

2106.14947

Learning Graphical Model Parameters with Approximate Marginal Inference

Justin Domke

1301.3193

Self-supervised learning of Split Invariant Equivariant representations

Quentin Garrido, Laurent Najman, Yann Lecun

2302.10283

Instance-level Human Parsing via Part Grouping Network

Ke Gong, Xiaodan Liang, Yicheng Li, Yimin Chen, Ming Yang, Liang Lin

1808.00157

Fast and Robust Hand Tracking Using Detection-Guided Optimization

Srinath Sridhar, Franziska Mueller, Antti Oulasvirta, Christian Theobalt

1602.04124

Learning Visual Reasoning Without Strong Priors

Ethan Perez, Harm de Vries, Florian Strub, Vincent Dumoulin, Aaron Courville

1707.03017

Women also Snowboard: Overcoming Bias in Captioning Models

Kaylee Burns, Lisa Anne Hendricks, Kate Saenko, Trevor Darrell, Anna Rohrbach

1803.09797

VisualEchoes: Spatial Image Representation Learning through Echolocation

Ruohan Gao, Changan Chen, Ziad Al-Halah, Carl Schissler, Kristen Grauman

2005.01616

Pairwise Body-Part Attention for Recognizing Human-Object Interactions

Hao-Shu Fang, Jinkun Cao, Yu-Wing Tai, Cewu Lu

1807.10889

A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction

Jo Schlemper, Jose Caballero, Joseph V. Hajnal, Anthony Price, Daniel Rueckert

1704.02422

DexYCB: A Benchmark for Capturing Hand Grasping of Objects

Yu-Wei Chao, Wei Yang, Yu Xiang, Pavlo Molchanov, Ankur Handa, Jonathan Tremblay, Yashraj S. Narang, Karl Van Wyk, Umar Iqbal, Stan Birchfield, Jan Kautz, Dieter Fox

2104.04631

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Junyang Wang, Haiyang Xu, Jiabo Ye, Ming Yan, Weizhou Shen, Ji Zhang, Fei Huang, Jitao Sang

2401.16158

V-IRL: Grounding Virtual Intelligence in Real Life

Jihan Yang, Runyu Ding, Ellis Brown, Xiaojuan Qi, Saining Xie

2402.03310

Single-Stage 6D Object Pose Estimation

Yinlin Hu, Pascal Fua, Wei Wang, Mathieu Salzmann

1911.08324

Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding

Yang Li, Si Si, Gang Li, Cho-Jui Hsieh, Samy Bengio

2106.02795

Lightweight Multi-person Total Motion Capture Using Sparse Multi-view Cameras

Yuxiang Zhang, Zhe Li, Liang An, Mengcheng Li, Tao Yu, Yebin Liu

2108.10378

SelfRecon: Self Reconstruction Your Digital Avatar from Monocular Video

Boyi Jiang, Yang Hong, Hujun Bao, Juyong Zhang

2201.12792

Unlearnable Examples: Making Personal Data Unexploitable

Hanxun Huang, Xingjun Ma, Sarah Monazam Erfani, James Bailey, Yisen Wang

2101.04898

Analyzing biological and artificial neural networks: challenges with opportunities for synergy?

David G. T. Barrett, Ari S. Morcos, Jakob H. Macke

1810.13373

Rethinking the Faster R-CNN Architecture for Temporal Action Localization

Yu-Wei Chao, Sudheendra Vijayanarasimhan, Bryan Seybold, David A. Ross, Jia Deng, Rahul Sukthankar

1804.07667

Learning Semantic Concepts and Order for Image and Sentence Matching

Yan Huang, Qi Wu, Liang Wang

1712.02036

Neural Volumes: Learning Dynamic Renderable Volumes from Images

Stephen Lombardi, Tomas Simon, Jason Saragih, Gabriel Schwartz, Andreas Lehrmann, Yaser Sheikh

1906.07751

Unfolding the Alternating Optimization for Blind Super Resolution

Zhengxiong Luo, Yan Huang, Shang Li, Liang Wang, Tieniu Tan

2010.02631

Quantizing deep convolutional networks for efficient inference: A whitepaper

Raghuraman Krishnamoorthi

1806.08342

Transferring GANs: generating images from limited data

Yaxing Wang, Chenshen Wu, Luis Herranz, Joost van de Weijer, Abel Gonzalez-Garcia, Bogdan Raducanu

1805.01677

End-to-end Generative Pretraining for Multimodal Video Captioning

Paul Hongsuck Seo, Arsha Nagrani, Anurag Arnab, Cordelia Schmid

2201.08264

Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion

Julian Chibane, Thiemo Alldieck, Gerard Pons-Moll

2003.01456

Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification

Xiang Long, Chuang Gan, Gerard de Melo, Jiajun Wu, Xiao Liu, Shilei Wen

1711.09550

An Analysis of Visual Question Answering Algorithms

Kushal Kafle, Christopher Kanan

1703.09684

MOT20: A benchmark for multi object tracking in crowded scenes

Patrick Dendorfer, Hamid Rezatofighi, Anton Milan, Javen Shi, Daniel Cremers, Ian Reid, Stefan Roth, Konrad Schindler, Laura Leal-Taixé

2003.09003

The Role of Chain-of-Thought in Complex Vision-Language Reasoning Task

Yifan Wu, Pengchuan Zhang, Wenhan Xiong, Barlas Oguz, James C. Gee, Yixin Nie

2311.09193

Graphical Contrastive Losses for Scene Graph Parsing

Ji Zhang, Kevin J. Shih, Ahmed Elgammal, Andrew Tao, Bryan Catanzaro

1903.02728

Learning Conditioned Graph Structures for Interpretable Visual Question Answering

Will Norcliffe-Brown, Efstathios Vafeias, Sarah Parisot

1806.07243

Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation

Xi Peng, Zhiqiang Tang, Fei Yang, Rogerio Feris, Dimitris Metaxas

1805.09707

A Spatio-temporal Transformer for 3D Human Motion Prediction

Emre Aksan, Manuel Kaufmann, Peng Cao, Otmar Hilliges

2004.08692

Unsupervised Representation Learning by Predicting Random Distances

Hu Wang, Guansong Pang, Chunhua Shen, Congbo Ma

1912.12186

World-Consistent Video-to-Video Synthesis

Arun Mallya, Ting-Chun Wang, Karan Sapra, Ming-Yu Liu

2007.08509

SOFT: Softmax-free Transformer with Linear Complexity

Jiachen Lu, Jinghan Yao, Junge Zhang, Xiatian Zhu, Hang Xu, Weiguo Gao, Chunjing Xu, Tao Xiang, Li Zhang

2110.11945

Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models

Giannis Daras, Augustus Odena, Han Zhang, Alexandros G. Dimakis

1911.12287

AutoGAN: Neural Architecture Search for Generative Adversarial Networks

Xinyu Gong, Shiyu Chang, Yifan Jiang, Zhangyang Wang

1908.03835

Local-Global Context Aware Transformer for Language-Guided Video Segmentation

Chen Liang, Wenguan Wang, Tianfei Zhou, Jiaxu Miao, Yawei Luo, Yi Yang

2203.09773

SfSNet: Learning Shape, Reflectance and Illuminance of Faces in the Wild

Soumyadip Sengupta, Angjoo Kanazawa, Carlos D. Castillo, David Jacobs

1712.01261

Three scenarios for continual learning

Gido M. van de Ven, Andreas S. Tolias

1904.07734

AnyTeleop: A General Vision-Based Dexterous Robot Arm-Hand Teleoperation System

Yuzhe Qin, Wei Yang, Binghao Huang, Karl Van Wyk, Hao Su, Xiaolong Wang, Yu-Wei Chao, Dieter Fox

2307.04577

IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo

Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys

2112.05126

Direct Sparse Odometry

Jakob Engel, Vladlen Koltun, Daniel Cremers

1607.02565

Contrastive Attention for Automatic Chest X-ray Report Generation

Fenglin Liu, Changchang Yin, Xian Wu, Shen Ge, Yuexian Zou, Ping Zhang, Yuexian Zou, Xu Sun

2106.06965

RED: Reinforced Encoder-Decoder Networks for Action Anticipation

Jiyang Gao, Zhenheng Yang, Ram Nevatia

1707.04818

Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models

Gen Luo, Yiyi Zhou, Yuxin Zhang, Xiawu Zheng, Xiaoshuai Sun, Rongrong Ji

2403.03003

Learning Factorized Multimodal Representations

Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency, Ruslan Salakhutdinov

1806.06176

ScopeFlow: Dynamic Scene Scoping for Optical Flow

Aviram Bar-Haim, Lior Wolf

2002.10770

Catch-Up Distillation: You Only Need to Train Once for Accelerating Sampling

Shitong Shao, Xu Dai, Lujun Li, Huanran Chen, Yang Hu, Shouyi Yin

2305.10769

A Simple LLM Framework for Long-Range Video Question-Answering

Ce Zhang, Taixi Lu, Md Mohaiminul Islam, Ziyang Wang, Shoubin Yu, Mohit Bansal, Gedas Bertasius

2312.17235

Scattering Networks for Hybrid Representation Learning

Edouard Oyallon, Sergey Zagoruyko, Gabriel Huang, Nikos Komodakis, Simon Lacoste-Julien, Matthew Blaschko, Eugene Belilovsky

1809.06367

Leveraging Photometric Consistency over Time for Sparsely Supervised Hand-Object Reconstruction

Yana Hasson, Bugra Tekin, Federica Bogo, Ivan Laptev, Marc Pollefeys, Cordelia Schmid

2004.13449

Network Pruning via Transformable Architecture Search

Xuanyi Dong, Yi Yang

1905.09717

On Self-Contact and Human Pose

Lea Müller, Ahmed A. A. Osman, Siyu Tang, Chun-Hao P. Huang, Michael J. Black

2104.03176

VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning

Xiaowei Hu, Xi Yin, Kevin Lin, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu

2009.13682

DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing

Yujun Shi, Chuhui Xue, Jun Hao Liew, Jiachun Pan, Hanshu Yan, Wenqing Zhang, Vincent Y. F. Tan, Song Bai

2306.14435

Dexterity from Touch: Self-Supervised Pre-Training of Tactile Representations with Robotic Play

Irmak Guzey, Ben Evans, Soumith Chintala, Lerrel Pinto

2303.12076

Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers

Mandela Patrick, Dylan Campbell, Yuki M. Asano, Ishan Misra, Florian Metze, Christoph Feichtenhofer, Andrea Vedaldi, João F. Henriques

2106.05392

Robust Self-Supervised Audio-Visual Speech Recognition

Bowen Shi, Wei-Ning Hsu, Abdelrahman Mohamed

2201.01763

TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy

Weichao Zhao, Hao Feng, Qi Liu, Jingqun Tang, Shu Wei, Binghong Wu, Lei Liao, Yongjie Ye, Hao Liu, Wengang Zhou, Houqiang Li, Can Huang

2406.01326

Triangle Attack: A Query-efficient Decision-based Adversarial Attack

Xiaosen Wang, Zeliang Zhang, Kangheng Tong, Dihong Gong, Kun He, Zhifeng Li, Wei Liu

2112.06569

CenterFormer: Center-based Transformer for 3D Object Detection

Zixiang Zhou, Xiangchen Zhao, Yu Wang, Panqu Wang, Hassan Foroosh

2209.05588

Learnable Triangulation of Human Pose

Karim Iskakov, Egor Burkov, Victor Lempitsky, Yury Malkov

1905.05754

Hierarchical Feature Embedding for Attribute Recognition

Jie Yang, Jiarou Fan, Yiru Wang, Yige Wang, Weihao Gan, Lin Liu, Wei Wu

2005.11576

PU-GAN: a Point Cloud Upsampling Adversarial Network

Ruihui Li, Xianzhi Li, Chi-Wing Fu, Daniel Cohen-Or, Pheng-Ann Heng

1907.10844

JoJoGAN: One Shot Face Stylization

Min Jin Chong, David Forsyth

2112.11641

Generate To Adapt: Aligning Domains using Generative Adversarial Networks

Swami Sankaranarayanan, Yogesh Balaji, Carlos D. Castillo, Rama Chellappa

1704.01705

Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks

Xu Sun, Bingzhen Wei, Xuancheng Ren, Shuming Ma

1710.10393

Implicit Neural Representations for Image Compression

Yannick Strümpler, Janis Postels, Ren Yang, Luc van Gool, Federico Tombari

2112.04267

H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion

Hongyi Xu, Thiemo Alldieck, Cristian Sminchisescu

2110.13746

HQG-Net: Unpaired Medical Image Enhancement with High-Quality Guidance

Chunming He, Kai Li, Guoxia Xu, Jiangpeng Yan, Longxiang Tang, Yulun Zhang, Xiu Li, Yaowei Wang

2307.07829

Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark

Xiaodan Liang, Ke Gong, Xiaohui Shen, Liang Lin

1804.01984

A Survey on Learning to Hash

Jingdong Wang, Ting Zhang, Jingkuan Song, Nicu Sebe, Heng Tao Shen

1606.00185

InfoFocus: 3D Object Detection for Autonomous Driving with Dynamic Information Modeling

Jun Wang, Shiyi Lan, Mingfei Gao, Larry S. Davis

2007.08556

Visual Compositional Learning for Human-Object Interaction Detection

Zhi Hou, Xiaojiang Peng, Yu Qiao, Dacheng Tao

2007.12407

Unmasking DeepFakes with simple Features

Ricard Durall, Margret Keuper, Franz-Josef Pfreundt, Janis Keuper

1911.00686

Rodin: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion

Tengfei Wang, Bo Zhang, Ting Zhang, Shuyang Gu, Jianmin Bao, Tadas Baltrusaitis, Jingjing Shen, Dong Chen, Fang Wen, Qifeng Chen, Baining Guo

2212.06135

Learning a Neural Solver for Multiple Object Tracking

Guillem Brasó, Laura Leal-Taixé

1912.07515

UnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection

Bumsoo Kim, Taeho Choi, Jaewoo Kang, Hyunwoo J. Kim

2312.12664

Preserving Color in Neural Artistic Style Transfer

Leon A. Gatys, Matthias Bethge, Aaron Hertzmann, Eli Shechtman

1606.05897

Joint Training of Variational Auto-Encoder and Latent Energy-Based Model

Tian Han, Erik Nijkamp, Linqi Zhou, Bo Pang, Song-Chun Zhu, Ying Nian Wu

2006.06059

MlTr: Multi-label Classification with Transformer

Xing Cheng, Hezheng Lin, Xiangyu Wu, Fan Yang, Dong Shen, Zhongyuan Wang, Nian Shi, Honglin Liu

2106.06195

Differentially Private Optimization on Large Model at Small Cost

Zhiqi Bu, Yu-Xiang Wang, Sheng Zha, George Karypis

2210.00038

Multi-Oriented Text Detection with Fully Convolutional Networks

Zheng Zhang, Chengquan Zhang, Wei Shen, Cong Yao, Wenyu Liu, Xiang Bai

1604.04018

Self-Supervised Difference Detection for Weakly-Supervised Semantic Segmentation

Wataru Shimoda, Keiji Yanai

1911.01370

DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials)

Shuang Ma, Jianlong Fu, Chang Wen Chen, Tao Mei

1802.06454

Algorithm-Induced Prior for Image Restoration

Stanley H. Chan

1602.00715

Joint Bilateral Learning for Real-time Universal Photorealistic Style Transfer

Xide Xia, Meng Zhang, Tianfan Xue, Zheng Sun, Hui Fang, Brian Kulis, Jiawen Chen

2004.10955

Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory

Li Siyao, Weijiang Yu, Tianpei Gu, Chunze Lin, Quan Wang, Chen Qian, Chen Change Loy, Ziwei Liu

2203.13055

Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation

Mohamed Omran, Christoph Lassner, Gerard Pons-Moll, Peter V. Gehler, Bernt Schiele

1808.05942

Next-Active-Object prediction from Egocentric Videos

Antonino Furnari, Sebastiano Battiato, Kristen Grauman, Giovanni Maria Farinella

1904.05250

TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models

Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei

2109.10282

Descriptor Matching with Convolutional Neural Networks: a Comparison to SIFT

Philipp Fischer, Alexey Dosovitskiy, Thomas Brox

1405.5769

Sparse4D: Multi-view 3D Object Detection with Sparse Spatial-Temporal Fusion

Xuewu Lin, Tianwei Lin, Zixiang Pei, Lichao Huang, Zhizhong Su

2211.10581

FVC: A New Framework towards Deep Video Compression in Feature Space

Zhihao Hu, Guo Lu, Dong Xu

2105.09600

Image Restoration with Locally Selected Class-Adapted Models

Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo

1605.07003

Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking

Ning Wang, Wengang Zhou, Jie Wang, Houqaing Li

2103.11681

Domain Adaptation for Medical Image Analysis: A Survey

Hao Guan, Mingxia Liu

2102.09508

Batch-normalized Maxout Network in Network

Jia-Ren Chang, Yong-Sheng Chen

1511.02583

Accurate Image Super-Resolution Using Very Deep Convolutional Networks

Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee

1511.04587

Learning Character-Agnostic Motion for Motion Retargeting in 2D

Kfir Aberman, Rundi Wu, Dani Lischinski, Baoquan Chen, Daniel Cohen-Or

1905.01680

Audio to Body Dynamics

Eli Shlizerman, Lucio M. Dery, Hayden Schoen, Ira Kemelmacher-Shlizerman

1712.09382

Fast Sparse ConvNets

Erich Elsen, Marat Dukhan, Trevor Gale, Karen Simonyan

1911.09723

Adaptive Context-Aware Multi-Modal Network for Depth Completion

Shanshan Zhao, Mingming Gong, Huan Fu, Dacheng Tao

2008.10833

Center3D: Center-based Monocular 3D Object Detection with Joint Depth Understanding

Yunlei Tang, Sebastian Dorn, Chiragkumar Savani

2005.13423

Zero-shot Image Recognition Using Relational Matching, Adaptation and Calibration

Debasmit Das, C. S. George Lee

1903.11701

Bayesian representation learning with oracle constraints

Theofanis Karaletsos, Serge Belongie, Gunnar Rätsch

1506.05011

Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding

Chenxu Luo, Zhenheng Yang, Peng Wang, Yang Wang, Wei Xu, Ram Nevatia, Alan Yuille

1810.06125

PifPaf: Composite Fields for Human Pose Estimation

Sven Kreiss, Lorenzo Bertoni, Alexandre Alahi

1903.06593

Window Attention is Bugged: How not to Interpolate Position Embeddings

Daniel Bolya, Chaitanya Ryali, Judy Hoffman, Christoph Feichtenhofer

2311.05613

Dynamic Multimodal Instance Segmentation guided by natural language queries

Edgar Margffoy-Tuay, Juan C. Pérez, Emilio Botero, Pablo Arbeláez

1807.02257

End-to-End Driving with Online Trajectory Evaluation via BEV World Model

Yingyan Li, Yuqi Wang, Yang Liu, Jiawei He, Lue Fan, Zhaoxiang Zhang

2504.01941

VICRegL: Self-Supervised Learning of Local Visual Features

Adrien Bardes, Jean Ponce, Yann LeCun

2210.01571

Representation Learning via Global Temporal Alignment and Cycle-Consistency

Isma Hadji, Konstantinos G. Derpanis, Allan D. Jepson

2105.05217

Open-vocabulary Object Detection via Vision and Language Knowledge Distillation

Xiuye Gu, Tsung-Yi Lin, Weicheng Kuo, Yin Cui

2104.13921

Neural Rerendering in the Wild

Moustafa Meshry, Dan B Goldman, Sameh Khamis, Hugues Hoppe, Rohit Pandey, Noah Snavely, Ricardo Martin-Brualla

1904.04290

An Embodied Generalist Agent in 3D World

Jiangyong Huang, Silong Yong, Xiaojian Ma, Xiongkun Linghu, Puhao Li, Yan Wang, Qing Li, Song-Chun Zhu, Baoxiong Jia, Siyuan Huang

2311.12871

Normalization Techniques in Training DNNs: Methodology, Analysis and Application

Lei Huang, Jie Qin, Yi Zhou, Fan Zhu, Li Liu, Ling Shao

2009.12836

Behind the Scene: Revealing the Secrets of Pre-trained Vision-and-Language Models

Jize Cao, Zhe Gan, Yu Cheng, Licheng Yu, Yen-Chun Chen, Jingjing Liu

2005.07310

Self-Challenging Improves Cross-Domain Generalization

Zeyi Huang, Haohan Wang, Eric P. Xing, Dong Huang

2007.02454

Do Different Tracking Tasks Require Different Appearance Models?

Zhongdao Wang, Hengshuang Zhao, Ya-Li Li, Shengjin Wang, Philip H. S. Torr, Luca Bertinetto

2107.02156

Learning to Estimate 3D Human Pose and Shape from a Single Color Image

Georgios Pavlakos, Luyang Zhu, Xiaowei Zhou, Kostas Daniilidis

1805.04092

Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction

Huangying Zhan, Ravi Garg, Chamara Saroj Weerasekera, Kejie Li, Harsh Agarwal, Ian Reid

1803.03893

Harvesting Discriminative Meta Objects with Deep CNN Features for Scene Classification

Ruobing Wu, Baoyuan Wang, Wenping Wang, Yizhou Yu

1510.01440

Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering

Aishwarya Agrawal, Dhruv Batra, Devi Parikh, Aniruddha Kembhavi

1712.00377

Deep Generative Adversarial Networks for Compressed Sensing Automates MRI

Morteza Mardani, Enhao Gong, Joseph Y. Cheng, Shreyas Vasanawala, Greg Zaharchuk, Marcus Alley, Neil Thakur, Song Han, William Dally, John M. Pauly, Lei Xing

1706.00051

FusionAD: Multi-modality Fusion for Prediction and Planning Tasks of Autonomous Driving

Tengju Ye, Wei Jing, Chunyong Hu, Shikun Huang, Lingping Gao, Fangzhen Li, Jingke Wang, Ke Guo, Wencong Xiao, Weibo Mao, Hang Zheng, Kun Li, Junbo Chen, Kaicheng Yu

2308.01006

CLEVRER: CoLlision Events for Video REpresentation and Reasoning

Kexin Yi, Chuang Gan, Yunzhu Li, Pushmeet Kohli, Jiajun Wu, Antonio Torralba, Joshua B. Tenenbaum

1910.01442

Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation

Pengyuan Lyu, Cong Yao, Wenhao Wu, Shuicheng Yan, Xiang Bai

1802.08948

Generalizable Neural Radiance Fields for Novel View Synthesis with Transformer

Dan Wang, Xinrui Cui, Septimiu Salcudean, Z. Jane Wang

2206.05375

Physics-based Human Motion Estimation and Synthesis from Videos

Kevin Xie, Tingwu Wang, Umar Iqbal, Yunrong Guo, Sanja Fidler, Florian Shkurti

2109.09913

Deep Learning and Conditional Random Fields-based Depth Estimation and Topographical Reconstruction from Conventional Endoscopy

Faisal Mahmood, Nicholas J. Durr

1710.11216

Touchdown: Natural Language Navigation and Spatial Reasoning in Visual Street Environments

Howard Chen, Alane Suhr, Dipendra Misra, Noah Snavely, Yoav Artzi

1811.12354

Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images

Wuyang Chen, Ziyu Jiang, Zhangyang Wang, Kexin Cui, Xiaoning Qian

1905.06368

Benchmarking and Error Diagnosis in Multi-Instance Pose Estimation

Matteo Ruggero Ronchi, Pietro Perona

1707.05388

Articulation-aware Canonical Surface Mapping

Nilesh Kulkarni, Abhinav Gupta, David F. Fouhey, Shubham Tulsiani

2004.00614

STEP: Spatio-Temporal Progressive Learning for Video Action Detection

Xitong Yang, Xiaodong Yang, Ming-Yu Liu, Fanyi Xiao, Larry Davis, Jan Kautz

1904.09288

Interactive Spatiotemporal Token Attention Network for Skeleton-based General Interactive Action Recognition

Yuhang Wen, Zixuan Tang, Yunsheng Pang, Beichen Ding, Mengyuan Liu

2307.07469

CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation

Qihang Yu, Huiyu Wang, Dahun Kim, Siyuan Qiao, Maxwell Collins, Yukun Zhu, Hartwig Adam, Alan Yuille, Liang-Chieh Chen

2206.08948

HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models

Tianrui Guan, Fuxiao Liu, Xiyang Wu, Ruiqi Xian, Zongxia Li, Xiaoyu Liu, Xijun Wang, Lichang Chen, Furong Huang, Yaser Yacoob, Dinesh Manocha, Tianyi Zhou

2310.14566

Parallelized Autoregressive Visual Generation

Yuqing Wang, Shuhuai Ren, Zhijie Lin, Yujin Han, Haoyuan Guo, Zhenheng Yang, Difan Zou, Jiashi Feng, Xihui Liu

2412.15119

Parameter-Efficient and Student-Friendly Knowledge Distillation

Jun Rao, Xv Meng, Liang Ding, Shuhan Qi, Dacheng Tao

2205.15308

Graph Stacked Hourglass Networks for 3D Human Pose Estimation

Tianhan Xu, Wataru Takano

2103.16385

A General Pipeline for 3D Detection of Vehicles

Xinxin Du, Marcelo H. Ang, Sertac Karaman, Daniela Rus

1803.00387

Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors

Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo

1602.04052

D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features

Xuyang Bai, Zixin Luo, Lei Zhou, Hongbo Fu, Long Quan, Chiew-Lan Tai

2003.03164

Text-based Editing of Talking-head Video

Ohad Fried, Ayush Tewari, Michael Zollhöfer, Adam Finkelstein, Eli Shechtman, Dan B Goldman, Kyle Genova, Zeyu Jin, Christian Theobalt, Maneesh Agrawala

1906.01524

SPG: Unsupervised Domain Adaptation for 3D Object Detection via Semantic Point Generation

Qiangeng Xu, Yin Zhou, Weiyue Wang, Charles R. Qi, Dragomir Anguelov

2108.06709

Versatile Multi-Modal Pre-Training for Human-Centric Perception

Fangzhou Hong, Liang Pan, Zhongang Cai, Ziwei Liu

2203.13815

RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models

Peng Xia, Kangyu Zhu, Haoran Li, Hongtu Zhu, Yun Li, Gang Li, Linjun Zhang, Huaxiu Yao

2407.05131

Variational Denoising Network: Toward Blind Noise Modeling and Removal

Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang, Deyu Meng

1908.11314

DropLoss for Long-Tail Instance Segmentation

Ting-I Hsieh, Esther Robb, Hwann-Tzong Chen, Jia-Bin Huang

2104.06402

VoLTA: Vision-Language Transformer with Weakly-Supervised Local-Feature Alignment

Shraman Pramanick, Li Jing, Sayan Nag, Jiachen Zhu, Hardik Shah, Yann LeCun, Rama Chellappa

2210.04135

Masked Siamese Networks for Label-Efficient Learning

Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Florian Bordes, Pascal Vincent, Armand Joulin, Michael Rabbat, Nicolas Ballas

2204.07141

Learning Monocular Depth by Distilling Cross-domain Stereo Networks

Xiaoyang Guo, Hongsheng Li, Shuai Yi, Jimmy Ren, Xiaogang Wang

1808.06586

Graspness Discovery in Clutters for Fast and Accurate Grasp Detection

Chenxi Wang, Hao-Shu Fang, Minghao Gou, Hongjie Fang, Jin Gao, Cewu Lu

2406.11142

Mastering Atari Games with Limited Data

Weirui Ye, Shaohuai Liu, Thanard Kurutach, Pieter Abbeel, Yang Gao

2111.00210

Multi-Loss Weighting with Coefficient of Variations

Rick Groenendijk, Sezer Karaoglu, Theo Gevers, Thomas Mensink

2009.01717

Pruning then Reweighting: Towards Data-Efficient Training of Diffusion Models

Yize Li, Yihua Zhang, Sijia Liu, Xue Lin

2409.19128

TermiNeRF: Ray Termination Prediction for Efficient Neural Rendering

Martin Piala, Ronald Clark

2111.03643

Mind Reader: Reconstructing complex images from brain activities

Sikun Lin, Thomas Sprague, Ambuj K Singh

2210.01769

OmniVec2 -- A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning

Siddharth Srivastava, Gaurav Sharma

2507.13364

Predicting Semantic Map Representations from Images using Pyramid Occupancy Networks

Thomas Roddick, Roberto Cipolla

2003.13402

Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense

Yixin Zhu, Tao Gao, Lifeng Fan, Siyuan Huang, Mark Edmonds, Hangxin Liu, Feng Gao, Chi Zhang, Siyuan Qi, Ying Nian Wu, Joshua B. Tenenbaum, Song-Chun Zhu

2004.09044

Co-Fusion: Real-time Segmentation, Tracking and Fusion of Multiple Objects

Martin Rünz, Lourdes Agapito

1706.06629

How to Manipulate CNNs to Make Them Lie: the GradCAM Case

Tom Viering, Ziqi Wang, Marco Loog, Elmar Eisemann

1907.10901

Strengthening the Effectiveness of Pedestrian Detection with Spatially Pooled Features

Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel

1407.0786

Visformer: The Vision-friendly Transformer

Zhengsu Chen, Lingxi Xie, Jianwei Niu, Xuefeng Liu, Longhui Wei, Qi Tian

2104.12533

KeypointNet: A Large-scale 3D Keypoint Dataset Aggregated from Numerous Human Annotations

Yang You, Yujing Lou, Chengkun Li, Zhoujun Cheng, Liangwei Li, Lizhuang Ma, Weiming Wang, Cewu Lu

2002.12687

The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain

Francesco Ragusa, Antonino Furnari, Salvatore Livatino, Giovanni Maria Farinella

2010.05654

P2B: Point-to-Box Network for 3D Object Tracking in Point Clouds

Haozhe Qi, Chen Feng, Zhiguo Cao, Feng Zhao, Yang Xiao

2005.13888

This Looks Like That: Deep Learning for Interpretable Image Recognition

Chaofan Chen, Oscar Li, Chaofan Tao, Alina Jade Barnett, Jonathan Su, Cynthia Rudin

1806.10574

No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems

Nimit S. Sohoni, Jared A. Dunnmon, Geoffrey Angus, Albert Gu, Christopher Ré

2011.12945

Multi-view Consistency as Supervisory Signal for Learning Shape and Pose Prediction

Shubham Tulsiani, Alexei A. Efros, Jitendra Malik

1801.03910

VR-Goggles for Robots: Real-to-sim Domain Adaptation for Visual Control

Jingwei Zhang, Lei Tai, Peng Yun, Yufeng Xiong, Ming Liu, Joschka Boedecker, Wolfram Burgard

1802.00265

Baking Neural Radiance Fields for Real-Time View Synthesis

Peter Hedman, Pratul P. Srinivasan, Ben Mildenhall, Jonathan T. Barron, Paul Debevec

2103.14645

Depth-supervised NeRF: Fewer Views and Faster Training for Free

Kangle Deng, Andrew Liu, Jun-Yan Zhu, Deva Ramanan

2107.02791

EVA3D: Compositional 3D Human Generation from 2D Image Collections

Fangzhou Hong, Zhaoxi Chen, Yushi Lan, Liang Pan, Ziwei Liu

2210.04888

Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video

Antonino Furnari, Giovanni Maria Farinella

2005.02190

Disentangled High Quality Salient Object Detection

Lv Tang, Bo Li, Shouhong Ding, Mofei Song

2108.03551

Visual Madlibs: Fill in the blank Image Generation and Question Answering

Licheng Yu, Eunbyung Park, Alexander C. Berg, Tamara L. Berg

1506.00278

Instance Normalization: The Missing Ingredient for Fast Stylization

Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky

1607.08022

Simple and Effective Synthesis of Indoor 3D Scenes

Jing Yu Koh, Harsh Agrawal, Dhruv Batra, Richard Tucker, Austin Waters, Honglak Lee, Yinfei Yang, Jason Baldridge, Peter Anderson

2204.02960

QuadTree Attention for Vision Transformers

Shitao Tang, Jiahui Zhang, Siyu Zhu, Ping Tan

2201.02767

Learning Fast and Robust Target Models for Video Object Segmentation

Andreas Robinson, Felix Järemo Lawin, Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg

2003.00908

SceneFormer: Indoor Scene Generation with Transformers

Xinpeng Wang, Chandan Yeshwanth, Matthias Nießner

2012.09793

Disentangled Person Image Generation

Liqian Ma, Qianru Sun, Stamatios Georgoulis, Luc Van Gool, Bernt Schiele, Mario Fritz

1712.02621

Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds

Chaoda Zheng, Xu Yan, Haiming Zhang, Baoyuan Wang, Shenghui Cheng, Shuguang Cui, Zhen Li

2203.01730

NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image

Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham Finlayson, Shai Givati, others

2005.03412

Scene Text Recognition with Sliding Convolutional Character Models

Fei Yin, Yi-Chao Wu, Xu-Yao Zhang, Cheng-Lin Liu

1709.01727

DVIS: Decoupled Video Instance Segmentation Framework

Tao Zhang, Xingye Tian, Yu Wu, Shunping Ji, Xuebo Wang, Yuan Zhang, Pengfei Wan

2306.03413

Hierarchical Discrete Distribution Decomposition for Match Density Estimation

Zhichao Yin, Trevor Darrell, Fisher Yu

1812.06264

Adversarial Diversity and Hard Positive Generation

Andras Rozsa, Ethan M. Rudd, Terrance E. Boult

1605.01775

Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Lihe Yang, Bingyi Kang, Zilong Huang, Xiaogang Xu, Jiashi Feng, Hengshuang Zhao

2401.10891

Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and Reconstruction

Hansheng Chen, Jiatao Gu, Anpei Chen, Wei Tian, Zhuowen Tu, Lingjie Liu, Hao Su

2304.06714

Abdominal multi-organ segmentation with organ-attention networks and statistical fusion

Yan Wang, Yuyin Zhou, Wei Shen, Seyoun Park, Elliot K. Fishman, Alan L. Yuille

1804.08414

TORNADO-Net: mulTiview tOtal vaRiatioN semAntic segmentation with Diamond inceptiOn module

Martin Gerdzhev, Ryan Razani, Ehsan Taghavi, Bingbing Liu

2008.10544

CLIP2Video: Mastering Video-Text Retrieval via Image CLIP

Han Fang, Pengfei Xiong, Luhui Xu, Yu Chen

2106.11097

Adversarial Training for Free!

Ali Shafahi, Mahyar Najibi, Amin Ghiasi, Zheng Xu, John Dickerson, Christoph Studer, Larry S. Davis, Gavin Taylor, Tom Goldstein

1904.12843

SplitNet: Sim2Sim and Task2Task Transfer for Embodied Visual Navigation

Daniel Gordon, Abhishek Kadian, Devi Parikh, Judy Hoffman, Dhruv Batra

1905.07512

Dense 3D Face Decoding over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders

Yuxiang Zhou, Jiankang Deng, Irene Kotsia, Stefanos Zafeiriou

1904.03525

CoAtNet: Marrying Convolution and Attention for All Data Sizes

Zihang Dai, Hanxiao Liu, Quoc V. Le, Mingxing Tan

2106.04803

Unsolved Problems in ML Safety

Dan Hendrycks, Nicholas Carlini, John Schulman, Jacob Steinhardt

2109.13916

Vision Transformers provably learn spatial structure

Samy Jelassi, Michael E. Sander, Yuanzhi Li

2210.09221

Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Chaoyou Fu, Yuhan Dai, Yongdong Luo, Lei Li, Shuhuai Ren, Renrui Zhang, Zihan Wang, Chenyu Zhou, Yunhang Shen, Mengdan Zhang, Peixian Chen, Yanwei Li, Shaohui Lin, Sirui Zhao, Ke Li, Tong Xu, Xiawu Zheng, Enhong Chen, Caifeng Shan, Ran He, Xing Sun

2405.21075

Adversarial Discriminative Domain Adaptation

Eric Tzeng, Judy Hoffman, Kate Saenko, Trevor Darrell

1702.05464

Fooling LiDAR Perception via Adversarial Trajectory Perturbation

Yiming Li, Congcong Wen, Felix Juefei-Xu, Chen Feng

2103.15326

DABNet: Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation

Gen Li, Inyoung Yun, Jonghyun Kim, Joongkyu Kim

1907.11357

EpiGRAF: Rethinking training of 3D GANs

Ivan Skorokhodov, Sergey Tulyakov, Yiqun Wang, Peter Wonka

2206.10535

Learning Noise-Aware Encoder-Decoder from Noisy Labels by Alternating Back-Propagation for Saliency Detection

Jing Zhang, Jianwen Xie, Nick Barnes

2007.12211

LightGlue: Local Feature Matching at Light Speed

Philipp Lindenberger, Paul-Edouard Sarlin, Marc Pollefeys

2306.13643

Convolutional Sequence to Sequence Model for Human Dynamics

Chen Li, Zhen Zhang, Wee Sun Lee, Gim Hee Lee

1805.00655

Domain Adaptation for Visual Applications: A Comprehensive Survey

Gabriela Csurka

1702.05374

REVERIE: Remote Embodied Visual Referring Expression in Real Indoor Environments

Yuankai Qi, Qi Wu, Peter Anderson, Xin Wang, William Yang Wang, Chunhua Shen, Anton van den Hengel

1904.10151

Meta Module Network for Compositional Visual Reasoning

Wenhu Chen, Zhe Gan, Linjie Li, Yu Cheng, William Wang, Jingjing Liu

1910.03230

TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation

Wenqiang Zhang, Zilong Huang, Guozhong Luo, Tao Chen, Xinggang Wang, Wenyu Liu, Gang Yu, Chunhua Shen

2204.05525

PoseTrack: Joint Multi-Person Pose Estimation and Tracking

Umar Iqbal, Anton Milan, Juergen Gall

1611.07727

Learning by Aligning Videos in Time

Sanjay Haresh, Sateesh Kumar, Huseyin Coskun, Shahram Najam Syed, Andrey Konin, Muhammad Zeeshan Zia, Quoc-Huy Tran

2103.17260

C-VQA: A Compositional Split of the Visual Question Answering (VQA) v1.0 Dataset

Aishwarya Agrawal, Aniruddha Kembhavi, Dhruv Batra, Devi Parikh

1704.08243

Semantic Foggy Scene Understanding with Synthetic Data

Christos Sakaridis, Dengxin Dai, Luc Van Gool

1708.07819

Simple multi-dataset detection

Xingyi Zhou, Vladlen Koltun, Philipp Krähenbühl

2102.13086

A Recurrent Vision-and-Language BERT for Navigation

Yicong Hong, Qi Wu, Yuankai Qi, Cristian Rodriguez-Opazo, Stephen Gould

2011.13922

Model-based 3D Hand Reconstruction via Self-Supervised Learning

Yujin Chen, Zhigang Tu, Di Kang, Linchao Bao, Ying Zhang, Xuefei Zhe, Ruizhi Chen, Junsong Yuan

2103.11703

Text Prior Guided Scene Text Image Super-resolution

Jianqi Ma, Shi Guo, Lei Zhang

2106.15368

Efficient Learning on Point Clouds with Basis Point Sets

Sergey Prokudin, Christoph Lassner, Javier Romero

1908.09186

The Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training

Shiwei Liu, Tianlong Chen, Xiaohan Chen, Li Shen, Decebal Constantin Mocanu, Zhangyang Wang, Mykola Pechenizkiy

2202.02643

TAVA: Template-free Animatable Volumetric Actors

Ruilong Li, Julian Tanke, Minh Vo, Michael Zollhofer, Jurgen Gall, Angjoo Kanazawa, Christoph Lassner

2206.08929

Lite-HRNet: A Lightweight High-Resolution Network

Changqian Yu, Bin Xiao, Changxin Gao, Lu Yuan, Lei Zhang, Nong Sang, Jingdong Wang

2104.06403

SPGNet: Semantic Prediction Guidance for Scene Parsing

Bowen Cheng, Liang-Chieh Chen, Yunchao Wei, Yukun Zhu, Zilong Huang, Jinjun Xiong, Thomas Huang, Wen-Mei Hwu, Honghui Shi

1908.09798

Attention U-Net: Learning Where to Look for the Pancreas

Ozan Oktay, Jo Schlemper, Loic Le Folgoc, Matthew Lee, Mattias Heinrich, Kazunari Misawa, Kensaku Mori, Steven McDonagh, Nils Y Hammerla, Bernhard Kainz, Ben Glocker, Daniel Rueckert

1804.03999

How does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches?

Li Zhong, Zhen Fang, Feng Liu, Jie Lu, Bo Yuan, Guangquan Zhang

2101.01104

CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding

Guo Chen, Yicheng Liu, Yifei Huang, Yuping He, Baoqi Pei, Jilan Xu, Yali Wang, Tong Lu, Limin Wang

2412.12075

DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data

Swaminathan Gurumurthy, Ravi Kiran Sarvadevabhatla, Venkatesh Babu Radhakrishnan

1706.02071

Parallel Tracking and Verifying: A Framework for Real-Time and High Accuracy Visual Tracking

Heng Fan, Haibin Ling

1708.00153

PolyMaX: General Dense Prediction with Mask Transformer

Xuan Yang, Liangzhe Yuan, Kimberly Wilber, Astuti Sharma, Xiuye Gu, Siyuan Qiao, Stephanie Debats, Huisheng Wang, Hartwig Adam, Mikhail Sirotenko, Liang-Chieh Chen

2311.05770

Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation

Hongliang Yan, Yukang Ding, Peihua Li, Qilong Wang, Yong Xu, Wangmeng Zuo

1705.00609

GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping

Erhan Gundogdu, Victor Constantin, Amrollah Seifoddini, Minh Dang, Mathieu Salzmann, Pascal Fua

1811.10983

Beyond BatchNorm: Towards a Unified Understanding of Normalization in Deep Learning

Ekdeep Singh Lubana, Robert P. Dick, Hidenori Tanaka

2106.05956

Aggregate channel features for multi-view face detection

Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li

1407.4023

Multi-adversarial Faster-RCNN for Unrestricted Object Detection

Zhenwei He, Lei Zhang

1907.10343

Human-to-Robot Imitation in the Wild

Shikhar Bahl, Abhinav Gupta, Deepak Pathak

2207.09450

Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation

Li Jiang, Shaoshuai Shi, Zhuotao Tian, Xin Lai, Shu Liu, Chi-Wing Fu, Jiaya Jia

2110.08188

Transductive Multi-label Zero-shot Learning

Yanwei Fu, Yongxin Yang, Tim Hospedales, Tao Xiang, Shaogang Gong

1503.07790

AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization

Yiming Li, Changhong Fu, Fangqiang Ding, Ziyuan Huang, Geng Lu

2003.12949

HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation

Moein Heidari, Amirhossein Kazerouni, Milad Soltany, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof

2207.08518

GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object Detection

Abhinav Kumar, Garrick Brazil, Xiaoming Liu

2103.17202

PatchmatchNet: Learned Multi-View Patchmatch Stereo

Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys

2012.01411

Lightweight Pyramid Networks for Image Deraining

Xueyang Fu, Borong Liang, Yue Huang, Xinghao Ding, John Paisley

1805.06173

Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations

Polina Kirichenko, Pavel Izmailov, Andrew Gordon Wilson

2204.02937

Denoising Diffusion Autoencoders are Unified Self-supervised Learners

Weilai Xiang, Hongyu Yang, Di Huang, Yunhong Wang

2303.09769

3D Interacting Hand Pose Estimation by Hand De-occlusion and Removal

Hao Meng, Sheng Jin, Wentao Liu, Chen Qian, Mengxiang Lin, Wanli Ouyang, Ping Luo

2207.11061

Monocular Dynamic View Synthesis: A Reality Check

Hang Gao, Ruilong Li, Shubham Tulsiani, Bryan Russell, Angjoo Kanazawa

2210.13445

Listen to Look: Action Recognition by Previewing Audio

Ruohan Gao, Tae-Hyun Oh, Kristen Grauman, Lorenzo Torresani

1912.04487

DDD17: End-To-End DAVIS Driving Dataset

Jonathan Binas, Daniel Neil, Shih-Chii Liu, Tobi Delbruck

1711.01458

Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked Autoencoders

Renrui Zhang, Liuhui Wang, Yu Qiao, Peng Gao, Hongsheng Li

2212.06785

SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator

Shunwang Gong, Lei Chen, Michael Bronstein, Stefanos Zafeiriou

1911.05856

Unleashing Large-Scale Video Generative Pre-training for Visual Robot Manipulation

Hongtao Wu, Ya Jing, Chilam Cheang, Guangzeng Chen, Jiafeng Xu, Xinghang Li, Minghuan Liu, Hang Li, Tao Kong

2312.13139

Towards Data-and Knowledge-Driven Artificial Intelligence: A Survey on Neuro-Symbolic Computing

Wenguan Wang, Yi Yang, Fei Wu

2210.15889

Learning the Depths of Moving People by Watching Frozen People

Zhengqi Li, Tali Dekel, Forrester Cole, Richard Tucker, Noah Snavely, Ce Liu, William T. Freeman

1904.11111

KVT: k-NN Attention for Boosting Vision Transformers

Pichao Wang, Xue Wang, Fan Wang, Ming Lin, Shuning Chang, Hao Li, Rong Jin

2106.00515

Is Faster R-CNN Doing Well for Pedestrian Detection?

Liliang Zhang, Liang Lin, Xiaodan Liang, Kaiming He

1607.07032

Equivariant Transformer Networks

Kai Sheng Tai, Peter Bailis, Gregory Valiant

1901.11399

Domain Generalization via Model-Agnostic Learning of Semantic Features

Qi Dou, Daniel C. Castro, Konstantinos Kamnitsas, Ben Glocker

1910.13580

Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers

Hila Chefer, Shir Gur, Lior Wolf

2103.15679

UniSeg: A Prompt-driven Universal Segmentation Model as well as A Strong Representation Learner

Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia

2304.03493

Learning the Model Update for Siamese Trackers

Lichao Zhang, Abel Gonzalez-Garcia, Joost van de Weijer, Martin Danelljan, Fahad Shahbaz Khan

1908.00855

Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition

Qibin Hou, Cheng-Ze Lu, Ming-Ming Cheng, Jiashi Feng

2211.11943

FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling

Bowen Zhang, Yidong Wang, Wenxin Hou, Hao Wu, Jindong Wang, Manabu Okumura, Takahiro Shinozaki

2110.08263

GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects

Edward J. Smith, Scott Fujimoto, Adriana Romero, David Meger

1901.11461

Source-free Domain Adaptation via Distributional Alignment by Matching Batch Normalization Statistics

Masato Ishii, Masashi Sugiyama

2101.10842

ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer

Rui Yang, Hailong Ma, Jie Wu, Yansong Tang, Xuefeng Xiao, Min Zheng, Xiu Li

2203.10790

Bottom-Up Human Pose Estimation Via Disentangled Keypoint Regression

Zigang Geng, Ke Sun, Bin Xiao, Zhaoxiang Zhang, Jingdong Wang

2104.02300

Preserving Semantic Relations for Zero-Shot Learning

Yashas Annadani, Soma Biswas

1803.03049

Does computer vision matter for action?

Brady Zhou, Philipp Krähenbühl, Vladlen Koltun

1905.12887

Efficient Image Retrieval via Decoupling Diffusion into Online and Offline Processing

Fan Yang, Ryota Hinami, Yusuke Matsui, Steven Ly, Shin'ichi Satoh

1811.10907

Representation Learning via Invariant Causal Mechanisms

Jovana Mitrovic, Brian McWilliams, Jacob Walker, Lars Buesing, Charles Blundell

2010.07922

An application of cascaded 3D fully convolutional networks for medical image segmentation

Holger R. Roth, Hirohisa Oda, Xiangrong Zhou, Natsuki Shimizu, Ying Yang, Yuichiro Hayashi, Masahiro Oda, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori

1803.05431

3D Human Motion Estimation via Motion Compression and Refinement

Zhengyi Luo, S. Alireza Golestaneh, Kris M. Kitani

2008.03789

GAN Prior Embedded Network for Blind Face Restoration in the Wild

Tao Yang, Peiran Ren, Xuansong Xie, Lei Zhang

2105.06070

Does Vision-and-Language Pretraining Improve Lexical Grounding?

Tian Yun, Chen Sun, Ellie Pavlick

2109.10246

Human Pose Regression by Combining Indirect Part Detection and Contextual Information

Diogo C. Luvizon, Hedi Tabia, David Picard

1710.02322

History Aware Multimodal Transformer for Vision-and-Language Navigation

Shizhe Chen, Pierre-Louis Guhur, Cordelia Schmid, Ivan Laptev

2110.13309

A Twofold Siamese Network for Real-Time Object Tracking

Anfeng He, Chong Luo, Xinmei Tian, Wenjun Zeng

1802.08817

POCO: Point Convolution for Surface Reconstruction

Alexandre Boulch, Renaud Marlet

2201.01831

Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression

Maurice Quach, Giuseppe Valenzise, Frederic Dufaux

1903.08548

TVQA+: Spatio-Temporal Grounding for Video Question Answering

Jie Lei, Licheng Yu, Tamara L. Berg, Mohit Bansal

1904.11574

Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering

Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, Heng Huang

1904.04357

Unsupervised Part-Based Disentangling of Object Shape and Appearance

Dominik Lorenz, Leonard Bereska, Timo Milbich, Björn Ommer

1903.06946

Convolutional Networks with Adaptive Inference Graphs

Andreas Veit, Serge Belongie

1711.11503

HOI Analysis: Integrating and Decomposing Human-Object Interaction

Yong-Lu Li, Xinpeng Liu, Xiaoqian Wu, Yizhuo Li, Cewu Lu

2010.16219

Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting

Yanhong Zeng, Jianlong Fu, Hongyang Chao, Baining Guo

1904.07475

DeepView: View Synthesis with Learned Gradient Descent

John Flynn, Michael Broxton, Paul Debevec, Matthew DuVall, Graham Fyffe, Ryan Overbeck, Noah Snavely, Richard Tucker

1906.07316

CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation

Yutong Xie, Jianpeng Zhang, Chunhua Shen, Yong Xia

2103.03024

TruPercept: Trust Modelling for Autonomous Vehicle Cooperative Perception from Synthetic Data

Braden Hurl, Robin Cohen, Krzysztof Czarnecki, Steven Waslander

1909.07867

Mixup Inference: Better Exploiting Mixup to Defend Adversarial Attacks

Tianyu Pang, Kun Xu, Jun Zhu

1909.11515

Prevalence of Neural Collapse during the terminal phase of deep learning training

Vardan Papyan, X. Y. Han, David L. Donoho

2008.08186

Understanding the Failure Modes of Out-of-Distribution Generalization

Vaishnavh Nagarajan, Anders Andreassen, Behnam Neyshabur

2010.15775

Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation

Lei Ke, Xia Li, Martin Danelljan, Yu-Wing Tai, Chi-Keung Tang, Fisher Yu

2106.11958

Scene Text Image Super-Resolution in the Wild

Wenjia Wang, Enze Xie, Xuebo Liu, Wenhai Wang, Ding Liang, Chunhua Shen, Xiang Bai

2005.03341

Resolution Adaptive Networks for Efficient Inference

Le Yang, Yizeng Han, Xi Chen, Shiji Song, Jifeng Dai, Gao Huang

2003.07326

Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images

Jo Schlemper, Ozan Oktay, Michiel Schaap, Mattias Heinrich, Bernhard Kainz, Ben Glocker, Daniel Rueckert

1808.08114

CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning

Rohit Girdhar, Deva Ramanan

1910.04744

SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL

Junke Wang, Zhi Tian, Xun Wang, Xinyu Zhang, Weilin Huang, Zuxuan Wu, Yu-Gang Jiang

2504.11455

Effective Whole-body Pose Estimation with Two-stages Distillation

Zhendong Yang, Ailing Zeng, Chun Yuan, Yu Li

2307.15880

RoIFusion: 3D Object Detection from LiDAR and Vision

Can Chen, Luca Zanotti Fragonara, Antonios Tsourdos

2009.04554

Holo-Dex: Teaching Dexterity with Immersive Mixed Reality

Sridhar Pandian Arunachalam, Irmak Güzey, Soumith Chintala, Lerrel Pinto

2210.06463

Online Multi-Object Tracking with Dual Matching Attention Networks

Ji Zhu, Hua Yang, Nian Liu, Minyoung Kim, Wenjun Zhang, Ming-Hsuan Yang

1902.00749

Learnable pooling with Context Gating for video classification

Antoine Miech, Ivan Laptev, Josef Sivic

1706.06905

Learning Discriminative Model Prediction for Tracking

Goutam Bhat, Martin Danelljan, Luc Van Gool, Radu Timofte

1904.07220

ONCE-3DLanes: Building Monocular 3D Lane Detection

Fan Yan, Ming Nie, Xinyue Cai, Jianhua Han, Hang Xu, Zhen Yang, Chaoqiang Ye, Yanwei Fu, Michael Bi Mi, Li Zhang

2205.00301

Principal Neighbourhood Aggregation for Graph Nets

Gabriele Corso, Luca Cavalleri, Dominique Beaini, Pietro Liò, Petar Veličković

2004.05718

AlphaDrive: Unleashing the Power of VLMs in Autonomous Driving via Reinforcement Learning and Reasoning

Bo Jiang, Shaoyu Chen, Qian Zhang, Wenyu Liu, Xinggang Wang

2503.07608

Joint Learning of Siamese CNNs and Temporally Constrained Metrics for Tracklet Association

Bing Wang, Li Wang, Bing Shuai, Zhen Zuo, Ting Liu, Kap Luk Chan, Gang Wang

1605.04502

Self-supervised Pre-training with Hard Examples Improves Visual Representations

Chunyuan Li, Xiujun Li, Lei Zhang, Baolin Peng, Mingyuan Zhou, Jianfeng Gao

2012.13493

Mugs: A Multi-Granular Self-Supervised Learning Framework

Pan Zhou, Yichen Zhou, Chenyang Si, Weihao Yu, Teck Khim Ng, Shuicheng Yan

2203.14415

Unsupervised Prompt Learning for Vision-Language Models

Tony Huang, Jack Chu, Fangyun Wei

2204.03649

Drive Video Analysis for the Detection of Traffic Near-Miss Incidents

Hirokatsu Kataoka, Teppei Suzuki, Shoko Oikawa, Yasuhiro Matsui, Yutaka Satoh

1804.02555

Fusing finetuned models for better pretraining

Leshem Choshen, Elad Venezian, Noam Slonim, Yoav Katz

2204.03044

AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning

Ximeng Sun, Rameswar Panda, Rogerio Feris, Kate Saenko

1911.12423

Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features

Robin Tibor Schirrmeister, Yuxuan Zhou, Tonio Ball, Dan Zhang

2006.10848

Markerless tracking of user-defined features with deep learning

Alexander Mathis, Pranav Mamidanna, Taiga Abe, Kevin M. Cury, Venkatesh N. Murthy, Mackenzie W. Mathis, Matthias Bethge

1804.03142

FUTR3D: A Unified Sensor Fusion Framework for 3D Detection

Xuanyao Chen, Tianyuan Zhang, Yue Wang, Yilun Wang, Hang Zhao

2203.10642

Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction

Beibei Jin, Yu Hu, Qiankun Tang, Jingyu Niu, Zhiping Shi, Yinhe Han, Xiaowei Li

2002.09905

On Learning 3D Face Morphable Model from In-the-wild Images

Luan Tran, Xiaoming Liu

1808.09560

Hierarchical Auto-Organizing System for Open-Ended Multi-Agent Navigation

Zhonghan Zhao, Kewei Chen, Dongxu Guo, Wenhao Chai, Tian Ye, Yanting Zhang, Gaoang Wang

2403.08282

Mutual Information Regularized Identity-aware Facial ExpressionRecognition in Compressed Video

Xiaofeng Liu, Linghao Jin, Xu Han, Jane You

2010.10637

Decoupled Networks

Weiyang Liu, Zhen Liu, Zhiding Yu, Bo Dai, Rongmei Lin, Yisen Wang, James M. Rehg, Le Song

1804.08071

GANet: Goal Area Network for Motion Forecasting

Mingkun Wang, Xinge Zhu, Changqian Yu, Wei Li, Yuexin Ma, Ruochun Jin, Xiaoguang Ren, Dongchun Ren, Mingxu Wang, Wenjing Yang

2209.09723

Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners

Renrui Zhang, Xiangfei Hu, Bohao Li, Siyuan Huang, Hanqiu Deng, Hongsheng Li, Yu Qiao, Peng Gao

2303.02151

Brain Imaging Generation with Latent Diffusion Models

Walter H. L. Pinaya, Petru-Daniel Tudosiu, Jessica Dafflon, Pedro F da Costa, Virginia Fernandez, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso

2209.07162

BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion

Jinheng Xie, Yuexiang Li, Yawen Huang, Haozhe Liu, Wentian Zhang, Yefeng Zheng, Mike Zheng Shou

2307.10816

DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering

Jianyu Wang, Bing-Kun Bao, Changsheng Xu

2107.04768

Efficient Sparse-Winograd Convolutional Neural Networks

Xingyu Liu, Jeff Pool, Song Han, William J. Dally

1802.06367

What's the Point: Semantic Segmentation with Point Supervision

Amy Bearman, Olga Russakovsky, Vittorio Ferrari, Li Fei-Fei

1506.02106

A Skeleton-Driven Neural Occupancy Representation for Articulated Hands

Korrawe Karunratanakul, Adrian Spurr, Zicong Fan, Otmar Hilliges, Siyu Tang

2109.11399

Bridge to Answer: Structure-aware Graph Interaction Network for Video Question Answering

Jungin Park, Jiyoung Lee, Kwanghoon Sohn

2104.14085

H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction

Eduard Ramon, Gil Triginer, Janna Escur, Albert Pumarola, Jaime Garcia, Xavier Giro-i-Nieto, Francesc Moreno-Noguer

2107.12512

Revisiting loss-specific training of filter-based MRFs for image restoration

Yunjin Chen, Thomas Pock, René Ranftl, Horst Bischof

1401.4107

Deep Image Harmonization

Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, Ming-Hsuan Yang

1703.00069

Hydra-NeXt: Robust Closed-Loop Driving with Open-Loop Training

Zhenxin Li, Shihao Wang, Shiyi Lan, Zhiding Yu, Zuxuan Wu, Jose M. Alvarez

2503.12030

Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach

Hu Han, Anil K. Jain, Fang Wang, Shiguang Shan, Xilin Chen

1706.00906

Learning in High Dimension Always Amounts to Extrapolation

Randall Balestriero, Jerome Pesenti, Yann LeCun

2110.09485

Exploring Visual Prompts for Adapting Large-Scale Models

Hyojin Bahng, Ali Jahanian, Swami Sankaranarayanan, Phillip Isola

2203.17274

Focal Frequency Loss for Image Reconstruction and Synthesis

Liming Jiang, Bo Dai, Wayne Wu, Chen Change Loy

2012.12821

Data-Free Network Quantization With Adversarial Knowledge Distillation

Yoojin Choi, Jihwan Choi, Mostafa El-Khamy, Jungwon Lee

2005.04136

3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic Segmentation

Iñigo Alonso, Luis Riazuelo, Luis Montesano, Ana C. Murillo

2002.10893

Position-guided Text Prompt for Vision-Language Pre-training

Alex Jinpeng Wang, Pan Zhou, Mike Zheng Shou, Shuicheng Yan

2212.09737

Anchor Diffusion for Unsupervised Video Object Segmentation

Zhao Yang, Qiang Wang, Luca Bertinetto, Weiming Hu, Song Bai, Philip H. S. Torr

1910.10895

MOT16: A Benchmark for Multi-Object Tracking

Anton Milan, Laura Leal-Taixe, Ian Reid, Stefan Roth, Konrad Schindler

1603.00831

A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels

Runmin Cong, Qi Qin, Chen Zhang, Qiuping Jiang, Shiqi Wang, Yao Zhao, Sam Kwong

2209.02957

AutoFlow: Learning a Better Training Set for Optical Flow

Deqing Sun, Daniel Vlasic, Charles Herrmann, Varun Jampani, Michael Krainin, Huiwen Chang, Ramin Zabih, William T. Freeman, Ce Liu

2104.14544

4D Human Body Capture from Egocentric Video via 3D Scene Grounding

Miao Liu, Dexin Yang, Yan Zhang, Zhaopeng Cui, James M. Rehg, Siyu Tang

2011.13341

Generative Sparse Detection Networks for 3D Single-shot Object Detection

JunYoung Gwak, Christopher Choy, Silvio Savarese

2006.12356

Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets

Dongxian Wu, Yisen Wang, Shu-Tao Xia, James Bailey, Xingjun Ma

2002.05990

A Self-supervised Approach for Adversarial Robustness

Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli

2006.04924

Generative replay with feedback connections as a general strategy for continual learning

Gido M. van de Ven, Andreas S. Tolias

1809.10635

Knockoff Nets: Stealing Functionality of Black-Box Models

Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz

1812.02766

How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks

Keyulu Xu, Mozhi Zhang, Jingling Li, Simon S. Du, Ken-ichi Kawarabayashi, Stefanie Jegelka

2009.11848

Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs

Junbum Cha, Jonghwan Mun, Byungseok Roh

2212.00785

Deep Geometric Texture Synthesis

Amir Hertz, Rana Hanocka, Raja Giryes, Daniel Cohen-Or

2007.00074

Multi-Object Hallucination in Vision-Language Models

Xuweiyi Chen, Ziqiao Ma, Xuejun Zhang, Sihan Xu, Shengyi Qian, Jianing Yang, David F. Fouhey, Joyce Chai

2407.06192

View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions

Zhizhong Han, Mingyang Shang, Yu-Shen Liu, Matthias Zwicker

1811.02744

S$^2$-MLPv2: Improved Spatial-Shift MLP Architecture for Vision

Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li

2108.01072

LASR: Learning Articulated Shape Reconstruction from a Monocular Video

Gengshan Yang, Deqing Sun, Varun Jampani, Daniel Vlasic, Forrester Cole, Huiwen Chang, Deva Ramanan, William T. Freeman, Ce Liu

2105.02976

The Perfect Match: 3D Point Cloud Matching with Smoothed Densities

Zan Gojcic, Caifa Zhou, Jan D. Wegner, Andreas Wieser

1811.06879

Learning Degradation Representations for Image Deblurring

Dasong Li, Yi Zhang, Ka Chun Cheung, Xiaogang Wang, Hongwei Qin, Hongsheng Li

2208.05244

Localizing Objects with Self-Supervised Transformers and no Labels

Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, Jean Ponce

2109.14279

Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference Challenges

Chenhang Cui, Yiyang Zhou, Xinyu Yang, Shirley Wu, Linjun Zhang, James Zou, Huaxiu Yao

2311.03287

Beyond Local Search: Tracking Objects Everywhere with Instance-Specific Proposals

Gao Zhu, Fatih Porikli, Hongdong Li

1605.01839

Deep Multimodal Semantic Embeddings for Speech and Images

David Harwath, James Glass

1511.03690

DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets

Jianpeng Zhang, Yutong Xie, Yong Xia, Chunhua Shen

2011.10217

Universal Adversarial Training

Ali Shafahi, Mahyar Najibi, Zheng Xu, John Dickerson, Larry S. Davis, Tom Goldstein

1811.11304

Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks

Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz

1906.10908

Cross-view Semantic Segmentation for Sensing Surroundings

Bowen Pan, Jiankai Sun, Ho Yin Tiga Leung, Alex Andonian, Bolei Zhou

1906.03560

UnrealEgo: A New Dataset for Robust Egocentric 3D Human Motion Capture

Hiroyasu Akada, Jian Wang, Soshi Shimada, Masaki Takahashi, Christian Theobalt, Vladislav Golyanik

2208.01633

Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning

Hongge Chen, Huan Zhang, Pin-Yu Chen, Jinfeng Yi, Cho-Jui Hsieh

1712.02051

LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration

Bharat Lal Bhatnagar, Cristian Sminchisescu, Christian Theobalt, Gerard Pons-Moll

2010.12447

Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization

Xinyu Lyu, Beitao Chen, Lianli Gao, Jingkuan Song, Heng Tao Shen

2405.15356

Long Context Transfer from Language to Vision

Peiyuan Zhang, Kaichen Zhang, Bo Li, Guangtao Zeng, Jingkang Yang, Yuanhan Zhang, Ziyue Wang, Haoran Tan, Chunyuan Li, Ziwei Liu

2406.16852

Human Motion Prediction via Spatio-Temporal Inpainting

Alejandro Hernandez Ruiz, Juergen Gall, Francesc Moreno-Noguer

1812.05478

SCNet: Learning Semantic Correspondence

Kai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong, Minsu Cho, Cordelia Schmid, Jean Ponce

1705.04043

Hidden in the Noise: Two-Stage Robust Watermarking for Images

Kasra Arabi, Benjamin Feuer, R. Teal Witter, Chinmay Hegde, Niv Cohen

2412.04653

Deep learning-based computer vision to recognize and classify suturing gestures in robot-assisted surgery

Francisco Luongo, Ryan Hakim, Jessica H. Nguyen, Animashree Anandkumar, Andrew J Hung

2008.11833

A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image

Fu Xiong, Boshen Zhang, Yang Xiao, Zhiguo Cao, Taidong Yu, Joey Tianyi Zhou, Junsong Yuan

1908.09999

Similarity-Preserving Knowledge Distillation

Frederick Tung, Greg Mori

1907.09682

Sub-Instruction Aware Vision-and-Language Navigation

Yicong Hong, Cristian Rodriguez-Opazo, Qi Wu, Stephen Gould

2004.02707

Uncertainty-aware Joint Salient Object and Camouflaged Object Detection

Aixuan Li, Jing Zhang, Yunqiu Lv, Bowen Liu, Tong Zhang, Yuchao Dai

2104.02628

From FiLM to Video: Multi-turn Question Answering with Multi-modal Context

Dat Tien Nguyen, Shikhar Sharma, Hannes Schulz, Layla El Asri

1812.07023

LM-Reloc: Levenberg-Marquardt Based Direct Visual Relocalization

Lukas von Stumberg, Patrick Wenzel, Nan Yang, Daniel Cremers

2010.06323

Structured Multimodal Attentions for TextVQA

Chenyu Gao, Qi Zhu, Peng Wang, Hui Li, Yuliang Liu, Anton van den Hengel, Qi Wu

2006.00753

MANTIS: Interleaved Multi-Image Instruction Tuning

Dongfu Jiang, Xuan He, Huaye Zeng, Cong Wei, Max Ku, Qian Liu, Wenhu Chen

2405.01483

Large-scale interactive object segmentation with human annotators

Rodrigo Benenson, Stefan Popov, Vittorio Ferrari

1903.10830

VATEX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research

Xin Wang, Jiawei Wu, Junkun Chen, Lei Li, Yuan-Fang Wang, William Yang Wang

1904.03493

Global registration of multiple point clouds using semidefinite programming

Kunal N. Chaudhury, Yuehaw Khoo, Amit Singer

1306.5226

Siamese Box Adaptive Network for Visual Tracking

Zedu Chen, Bineng Zhong, Guorong Li, Shengping Zhang, Rongrong Ji

2003.06761

Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities

Fadime Sener, Dibyadip Chatterjee, Daniel Shelepov, Kun He, Dipika Singhania, Robert Wang, Angela Yao

2203.14712

Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping

Michael Xie, Neal Jean, Marshall Burke, David Lobell, Stefano Ermon

1510.00098

Polar Parametrization for Vision-based Surround-View 3D Detection

Shaoyu Chen, Xinggang Wang, Tianheng Cheng, Qian Zhang, Chang Huang, Wenyu Liu

2206.10965

RingID: Rethinking Tree-Ring Watermarking for Enhanced Multi-Key Identification

Hai Ci, Pei Yang, Yiren Song, Mike Zheng Shou

2404.14055

Social-BiGAT: Multimodal Trajectory Forecasting using Bicycle-GAN and Graph Attention Networks

Vineet Kosaraju, Amir Sadeghian, Roberto Martín-Martín, Ian Reid, S. Hamid Rezatofighi, Silvio Savarese

1907.03395

Fruit recognition from images using deep learning

Horea Mureşan, Mihai Oltean

1712.00580

Learning to Paint With Model-based Deep Reinforcement Learning

Zhewei Huang, Wen Heng, Shuchang Zhou

1903.04411

Deep Convolutional Compressed Sensing for LiDAR Depth Completion

Nathaniel Chodosh, Chaoyang Wang, Simon Lucey

1803.08949

CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth

Jose M. Facil, Benjamin Ummenhofer, Huizhong Zhou, Luis Montesano, Thomas Brox, Javier Civera

1904.02028

Knowledge Distillation for Multi-task Learning

Wei-Hong Li, Hakan Bilen

2007.06889

Neural Mesh Flow: 3D Manifold Mesh Generation via Diffeomorphic Flows

Kunal Gupta, Manmohan Chandraker

2007.10973

Embodied BERT: A Transformer Model for Embodied, Language-guided Visual Task Completion

Alessandro Suglia, Qiaozi Gao, Jesse Thomason, Govind Thattai, Gaurav Sukhatme

2108.04927

Complex-YOLO: Real-time 3D Object Detection on Point Clouds

Martin Simon, Stefan Milz, Karl Amende, Horst-Michael Gross

1803.06199

Cut and Learn for Unsupervised Object Detection and Instance Segmentation

Xudong Wang, Rohit Girdhar, Stella X. Yu, Ishan Misra

2301.11320

Cross-Modal Interaction Networks for Query-Based Moment Retrieval in Videos

Zhu Zhang, Zhijie Lin, Zhou Zhao, Zhenxin Xiao

1906.02497

Learning Dexterous Grasping with Object-Centric Visual Affordances

Priyanka Mandikal, Kristen Grauman

2009.01439

Can 3D Pose be Learned from 2D Projections Alone?

Dylan Drover, Rohith MV, Ching-Hang Chen, Amit Agrawal, Ambrish Tyagi, Cong Phuoc Huynh

1808.07182

Latent Plans for Task-Agnostic Offline Reinforcement Learning

Erick Rosete-Beas, Oier Mees, Gabriel Kalweit, Joschka Boedecker, Wolfram Burgard

2209.08959

Learning Generalizable Robotic Reward Functions from "In-The-Wild" Human Videos

Annie S. Chen, Suraj Nair, Chelsea Finn

2103.16817

Wonder3D: Single Image to 3D using Cross-Domain Diffusion

Xiaoxiao Long, Yuan-Chen Guo, Cheng Lin, Yuan Liu, Zhiyang Dou, Lingjie Liu, Yuexin Ma, Song-Hai Zhang, Marc Habermann, Christian Theobalt, Wenping Wang

2310.15008

CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention

Wenxiao Wang, Wei Chen, Qibo Qiu, Long Chen, Boxi Wu, Binbin Lin, Xiaofei He, Wei Liu

2303.06908

Auxiliary Tasks Speed Up Learning PointGoal Navigation

Joel Ye, Dhruv Batra, Erik Wijmans, Abhishek Das

2007.04561

Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation

Karl Stelzner, Kristian Kersting, Adam R. Kosiorek

2104.01148

SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation

Chenyu You, Yuan Zhou, Ruihan Zhao, Lawrence Staib, James S. Duncan

2108.06227

Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation

Xinge Zhu, Hui Zhou, Ceyuan Yang, Jianping Shi, Dahua Lin

1809.00903

AKB-48: A Real-World Articulated Object Knowledge Base

Liu Liu, Wenqiang Xu, Haoyuan Fu, Sucheng Qian, Yang Han, Cewu Lu

2202.08432

AVLnet: Learning Audio-Visual Language Representations from Instructional Videos

Andrew Rouditchenko, Angie Boggust, David Harwath, Brian Chen, Dhiraj Joshi, Samuel Thomas, Kartik Audhkhasi, Hilde Kuehne, Rameswar Panda, Rogerio Feris, Brian Kingsbury, Michael Picheny, Antonio Torralba, James Glass

2006.09199

Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations

Po-Yao Huang, Xiaojun Chang, Alexander Hauptmann

1910.00058

DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Xinqi Lin, Jingwen He, Ziyan Chen, Zhaoyang Lyu, Bo Dai, Fanghua Yu, Wanli Ouyang, Yu Qiao, Chao Dong

2308.15070

FlowVid: Taming Imperfect Optical Flows for Consistent Video-to-Video Synthesis

Feng Liang, Bichen Wu, Jialiang Wang, Licheng Yu, Kunpeng Li, Yinan Zhao, Ishan Misra, Jia-Bin Huang, Peizhao Zhang, Peter Vajda, Diana Marculescu

2312.17681

UniDepth: Universal Monocular Metric Depth Estimation

Luigi Piccinelli, Yung-Hsu Yang, Christos Sakaridis, Mattia Segu, Siyuan Li, Luc Van Gool, Fisher Yu

2403.18913

Learning Dynamic Facial Radiance Fields for Few-Shot Talking Head Synthesis

Shuai Shen, Wanhua Li, Zheng Zhu, Yueqi Duan, Jie Zhou, Jiwen Lu

2207.11770

Learning Joint 2D-3D Representations for Depth Completion

Yun Chen, Bin Yang, Ming Liang, Raquel Urtasun

2012.12402

Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation

Xiaoye Qu, Qiyuan Chen, Wei Wei, Jishuo Sun, Jianfeng Dong

2408.00555

Variational Transformer Networks for Layout Generation

Diego Martin Arroyo, Janis Postels, Federico Tombari

2104.02416

ClearGrasp: 3D Shape Estimation of Transparent Objects for Manipulation

Shreeyak S. Sajjan, Matthew Moore, Mike Pan, Ganesh Nagaraja, Johnny Lee, Andy Zeng, Shuran Song

1910.02550

MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations

Yubo Ma, Yuhang Zang, Liangyu Chen, Meiqi Chen, Yizhu Jiao, Xinze Li, Xinyuan Lu, Ziyu Liu, Yan Ma, Xiaoyi Dong, Pan Zhang, Liangming Pan, Yu-Gang Jiang, Jiaqi Wang, Yixin Cao, Aixin Sun

2407.01523

UniCon: Universal Neural Controller For Physics-based Character Motion

Tingwu Wang, Yunrong Guo, Maria Shugrina, Sanja Fidler

2011.15119

PDE-GCN: Novel Architectures for Graph Neural Networks Motivated by Partial Differential Equations

Moshe Eliasof, Eldad Haber, Eran Treister

2108.01938

Ocean: Object-aware Anchor-free Tracking

Zhipeng Zhang, Houwen Peng, Jianlong Fu, Bing Li, Weiming Hu

2006.10721

Multiresolution Knowledge Distillation for Anomaly Detection

Mohammadreza Salehi, Niousha Sadjadi, Soroosh Baselizadeh, Mohammad Hossein Rohban, Hamid R. Rabiee

2011.11108

Solving Motion Planning Tasks with a Scalable Generative Model

Yihan Hu, Siqi Chai, Zhening Yang, Jingyu Qian, Kun Li, Wenxin Shao, Haichao Zhang, Wei Xu, Qiang Liu

2407.02797

Online Multi-Object Tracking with Instance-Aware Tracker and Dynamic Model Refreshment

Peng Chu, Heng Fan, Chiu C Tan, Haibin Ling

1902.08231

Multi-Modal Answer Validation for Knowledge-Based VQA

Jialin Wu, Jiasen Lu, Ashish Sabharwal, Roozbeh Mottaghi

2103.12248

SciCap: Generating Captions for Scientific Figures

Ting-Yao Hsu, C. Lee Giles, Ting-Hao 'Kenneth' Huang

2110.11624

Learning Human-Object Interaction Detection using Interaction Points

Tiancai Wang, Tong Yang, Martin Danelljan, Fahad Shahbaz Khan, Xiangyu Zhang, Jian Sun

2003.14023

Robust Scene Text Recognition with Automatic Rectification

Baoguang Shi, Xinggang Wang, Pengyuan Lyu, Cong Yao, Xiang Bai

1603.03915

Meta-Transfer Learning for Few-Shot Learning

Qianru Sun, Yaoyao Liu, Tat-Seng Chua, Bernt Schiele

1812.02391

Scaling Open-Vocabulary Object Detection

Matthias Minderer, Alexey Gritsenko, Neil Houlsby

2306.09683

Pose-aware Multi-level Feature Network for Human Object Interaction Detection

Bo Wan, Desen Zhou, Yongfei Liu, Rongjie Li, Xuming He

1909.08453

FearNet: Brain-Inspired Model for Incremental Learning

Ronald Kemker, Christopher Kanan

1711.10563

Unsupervised Object Localization: Observing the Background to Discover Objects

Oriane Siméoni, Chloé Sekkat, Gilles Puy, Antonin Vobecky, Éloi Zablocki, Patrick Pérez

2212.07834

FreeU: Free Lunch in Diffusion U-Net

Chenyang Si, Ziqi Huang, Yuming Jiang, Ziwei Liu

2309.11497

Who Said What: Modeling Individual Labelers Improves Classification

Melody Y. Guan, Varun Gulshan, Andrew M. Dai, Geoffrey E. Hinton

1703.08774

M2m: Imbalanced Classification via Major-to-minor Translation

Jaehyung Kim, Jongheon Jeong, Jinwoo Shin

2004.00431

ATOM: Accurate Tracking by Overlap Maximization

Martin Danelljan, Goutam Bhat, Fahad Shahbaz Khan, Michael Felsberg

1811.07628

Heatmap Regression via Randomized Rounding

Baosheng Yu, Dacheng Tao

2009.00225

Mini-InternVL: A Flexible-Transfer Pocket Multimodal Model with 5% Parameters and 90% Performance

Zhangwei Gao, Zhe Chen, Erfei Cui, Yiming Ren, Weiyun Wang, Jinguo Zhu, Hao Tian, Shenglong Ye, Junjun He, Xizhou Zhu, Lewei Lu, Tong Lu, Yu Qiao, Jifeng Dai, Wenhai Wang

2410.16261

Learning Visual Commonsense for Robust Scene Graph Generation

Alireza Zareian, Zhecan Wang, Haoxuan You, Shih-Fu Chang

2006.09623

Sem-GAN: Semantically-Consistent Image-to-Image Translation

Anoop Cherian, Alan Sullivan

1807.04409

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry

Muhammed Kocabas, Salih Karagoz, Emre Akbas

1903.02330

MDMMT: Multidomain Multimodal Transformer for Video Retrieval

Maksim Dzabraev, Maksim Kalashnikov, Stepan Komkov, Aleksandr Petiushko

2103.10699

Learning Single Camera Depth Estimation using Dual-Pixels

Rahul Garg, Neal Wadhwa, Sameer Ansari, Jonathan T. Barron

1904.05822

Pelee: A Real-Time Object Detection System on Mobile Devices

Robert J. Wang, Xiang Li, Charles X. Ling

1804.06882

Invertible Denoising Network: A Light Solution for Real Noise Removal

Yang Liu, Zhenyue Qin, Saeed Anwar, Pan Ji, Dongwoo Kim, Sabrina Caldwell, Tom Gedeon

2104.10546

KBNet: Kernel Basis Network for Image Restoration

Yi Zhang, Dasong Li, Xiaoyu Shi, Dailan He, Kangning Song, Xiaogang Wang, Hongwei Qin, Hongsheng Li

2303.02881

Detecting and Evaluating Medical Hallucinations in Large Vision Language Models

Jiawei Chen, Dingkang Yang, Tong Wu, Yue Jiang, Xiaolu Hou, Mingcheng Li, Shunli Wang, Dongling Xiao, Ke Li, Lihua Zhang

2406.10185

ARCH: Animatable Reconstruction of Clothed Humans

Zeng Huang, Yuanlu Xu, Christoph Lassner, Hao Li, Tony Tung

2004.04572

Bit-Flip Attack: Crushing Neural Network with Progressive Bit Search

Adnan Siraj Rakin, Zhezhi He, Deliang Fan

1903.12269

Dynamic-Net: Tuning the Objective Without Re-training for Synthesis Tasks

Alon Shoshan, Roey Mechrez, Lihi Zelnik-Manor

1811.08760

Predicting Camera Viewpoint Improves Cross-dataset Generalization for 3D Human Pose Estimation

Zhe Wang, Daeyun Shin, Charless C. Fowlkes

2004.03143

Deformable Siamese Attention Networks for Visual Object Tracking

Yuechen Yu, Yilei Xiong, Weilin Huang, Matthew R. Scott

2004.06711

The Creation and Detection of Deepfakes: A Survey

Yisroel Mirsky, Wenke Lee

2004.11138

Camera-Space Hand Mesh Recovery via Semantic Aggregation and Adaptive 2D-1D Registration

Xingyu Chen, Yufeng Liu, Chongyang Ma, Jianlong Chang, Huayan Wang, Tian Chen, Xiaoyan Guo, Pengfei Wan, Wen Zheng

2103.02845

ExAug: Robot-Conditioned Navigation Policies via Geometric Experience Augmentation

Noriaki Hirose, Dhruv Shah, Ajay Sridhar, Sergey Levine

2210.07450

Self-Point-Flow: Self-Supervised Scene Flow Estimation from Point Clouds with Optimal Transport and Random Walk

Ruibo Li, Guosheng Lin, Lihua Xie

2105.08248

RangeRCNN: Towards Fast and Accurate 3D Object Detection with Range Image Representation

Zhidong Liang, Ming Zhang, Zehan Zhang, Xian Zhao, Shiliang Pu

2009.00206

Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning

Liulei Li, Tianfei Zhou, Wenguan Wang, Lu Yang, Jianwu Li, Yi Yang

2203.14333

Target-adaptive CNN-based pansharpening

Giuseppe Scarpa, Sergio Vitale, Davide Cozzolino

1709.06054

Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors

Guocheng Qian, Jinjie Mai, Abdullah Hamdi, Jian Ren, Aliaksandr Siarohin, Bing Li, Hsin-Ying Lee, Ivan Skorokhodov, Peter Wonka, Sergey Tulyakov, Bernard Ghanem

2306.17843

Support-set bottlenecks for video-text representation learning

Mandela Patrick, Po-Yao Huang, Yuki Asano, Florian Metze, Alexander Hauptmann, João Henriques, Andrea Vedaldi

2010.02824

ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild

Wang Zhao, Shaohui Liu, Hengkai Guo, Wenping Wang, Yong-Jin Liu

2207.09137

Siamese Image Modeling for Self-Supervised Vision Representation Learning

Chenxin Tao, Xizhou Zhu, Weijie Su, Gao Huang, Bin Li, Jie Zhou, Yu Qiao, Xiaogang Wang, Jifeng Dai

2206.01204

VideoDirectorGPT: Consistent Multi-scene Video Generation via LLM-Guided Planning

Han Lin, Abhay Zala, Jaemin Cho, Mohit Bansal

2309.15091

KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA

Kenneth Marino, Xinlei Chen, Devi Parikh, Abhinav Gupta, Marcus Rohrbach

2012.11014

Unified Human-Scene Interaction via Prompted Chain-of-Contacts

Zeqi Xiao, Tai Wang, Jingbo Wang, Jinkun Cao, Wenwei Zhang, Bo Dai, Dahua Lin, Jiangmiao Pang

2309.07918

Local Spectral Graph Convolution for Point Set Feature Learning

Chu Wang, Babak Samari, Kaleem Siddiqi

1803.05827

Group Whitening: Balancing Learning Efficiency and Representational Capacity

Lei Huang, Yi Zhou, Li Liu, Fan Zhu, Ling Shao

2009.13333

Contrastive Representation Distillation

Yonglong Tian, Dilip Krishnan, Phillip Isola

1910.10699

"Factual" or "Emotional": Stylized Image Captioning with Adaptive Learning and Attention

Tianlang Chen, Zhongping Zhang, Quanzeng You, Chen Fang, Zhaowen Wang, Hailin Jin, Jiebo Luo

1807.03871

BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning

Ruyang Liu, Chen Li, Yixiao Ge, Ying Shan, Thomas H. Li, Ge Li

2309.15785

BEVStereo: Enhancing Depth Estimation in Multi-view 3D Object Detection with Dynamic Temporal Stereo

Yinhao Li, Han Bao, Zheng Ge, Jinrong Yang, Jianjian Sun, Zeming Li

2209.10248

DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering

Wei Cheng, Ruixiang Chen, Wanqi Yin, Siming Fan, Keyu Chen, Honglin He, Huiwen Luo, Zhongang Cai, Jingbo Wang, Yang Gao, Zhengming Yu, Zhengyu Lin, Daxuan Ren, Lei Yang, Ziwei Liu, Chen Change Loy, Chen Qian, Wayne Wu, Dahua Lin, Bo Dai, Kwan-Yee Lin

2307.10173

Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent

Pu Zhao, Pin-Yu Chen, Siyue Wang, Xue Lin

2002.07891

Rethinking Pose in 3D: Multi-stage Refinement and Recovery for Markerless Motion Capture

Denis Tome, Matteo Toso, Lourdes Agapito, Chris Russell

1808.01525

Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision

Jilan Xu, Junlin Hou, Yuejie Zhang, Rui Feng, Yi Wang, Yu Qiao, Weidi Xie

2301.09121

Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning

Chenyang Si, Ya Jing, Wei Wang, Liang Wang, Tieniu Tan

1805.02335

ImageNet Training in Minutes

Yang You, Zhao Zhang, Cho-Jui Hsieh, James Demmel, Kurt Keutzer

1709.05011

Semantic-Aware Implicit Neural Audio-Driven Video Portrait Generation

Xian Liu, Yinghao Xu, Qianyi Wu, Hang Zhou, Wayne Wu, Bolei Zhou

2201.07786

Linear Spaces of Meanings: Compositional Structures in Vision-Language Models

Matthew Trager, Pramuditha Perera, Luca Zancato, Alessandro Achille, Parminder Bhatia, Stefano Soatto

2302.14383

Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition

Qibin Hou, Zihang Jiang, Li Yuan, Ming-Ming Cheng, Shuicheng Yan, Jiashi Feng

2106.12368

Fast Online Object Tracking and Segmentation: A Unifying Approach

Qiang Wang, Li Zhang, Luca Bertinetto, Weiming Hu, Philip H. S. Torr

1812.05050

Neural Splines: Fitting 3D Surfaces with Infinitely-Wide Neural Networks

Francis Williams, Matthew Trager, Joan Bruna, Denis Zorin

2006.13782

Towards Optimal Structured CNN Pruning via Generative Adversarial Learning

Shaohui Lin, Rongrong Ji, Chenqian Yan, Baochang Zhang, Liujuan Cao, Qixiang Ye, Feiyue Huang, David Doermann

1903.09291

Enhanced Invertible Encoding for Learned Image Compression

Yueqi Xie, Ka Leong Cheng, Qifeng Chen

2108.03690

Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D Scans

Ainaz Eftekhar, Alexander Sax, Roman Bachmann, Jitendra Malik, Amir Zamir

2110.04994

A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark

Xiaohua Zhai, Joan Puigcerver, Alexander Kolesnikov, Pierre Ruyssen, Carlos Riquelme, Mario Lucic, Josip Djolonga, Andre Susano Pinto, Maxim Neumann, Alexey Dosovitskiy, Lucas Beyer, Olivier Bachem, Michael Tschannen, Marcin Michalski, Olivier Bousquet, Sylvain Gelly, Neil Houlsby

1910.04867

Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework

Wenxiao Wang, Minghao Chen, Shuai Zhao, Long Chen, Jinming Hu, Haifeng Liu, Deng Cai, Xiaofei He, Wei Liu

2010.04879

MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning

Zechun Liu, Haoyuan Mu, Xiangyu Zhang, Zichao Guo, Xin Yang, Tim Kwang-Ting Cheng, Jian Sun

1903.10258

MVDiffusion++: A Dense High-resolution Multi-view Diffusion Model for Single or Sparse-view 3D Object Reconstruction

Shitao Tang, Jiacheng Chen, Dilin Wang, Chengzhou Tang, Fuyang Zhang, Yuchen Fan, Vikas Chandra, Yasutaka Furukawa, Rakesh Ranjan

2402.12712

ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI

Yan Yang, Jian Sun, Huibin Li, Zongben Xu

1705.06869

Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images

Ali Hatamizadeh, Vishwesh Nath, Yucheng Tang, Dong Yang, Holger Roth, Daguang Xu

2201.01266

Rethinking on Multi-Stage Networks for Human Pose Estimation

Wenbo Li, Zhicheng Wang, Binyi Yin, Qixiang Peng, Yuming Du, Tianzi Xiao, Gang Yu, Hongtao Lu, Yichen Wei, Jian Sun

1901.00148

TexturePose: Supervising Human Mesh Estimation with Texture Consistency

Georgios Pavlakos, Nikos Kolotouros, Kostas Daniilidis

1910.11322

One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer

Jing Lin, Ailing Zeng, Haoqian Wang, Lei Zhang, Yu Li

2303.16160

Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation

Giorgos Bouritsas, Sergiy Bokhnyak, Stylianos Ploumpis, Michael Bronstein, Stefanos Zafeiriou

1905.02876

Knowledge distillation: A good teacher is patient and consistent

Lucas Beyer, Xiaohua Zhai, Amélie Royer, Larisa Markeeva, Rohan Anil, Alexander Kolesnikov

2106.05237

Digital Watermarking for Deep Neural Networks

Yuki Nagai, Yusuke Uchida, Shigeyuki Sakazawa, Shin'ichi Satoh

1802.02601

Laplace Landmark Localization

Joseph P Robinson, Yuncheng Li, Ning Zhang, Yun Fu, and Sergey Tulyakov

1903.11633

Discriminative Multi-modality Speech Recognition

Bo Xu, Cheng Lu, Yandong Guo, Jacob Wang

2005.05592

The Medical Segmentation Decathlon

Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, AnnetteKopp-Schneider, Bennett A. Landman, Geert Litjens, Bjoern Menze, Olaf Ronneberger, Ronald M. Summers, Bram van Ginneken, Michel Bilello, Patrick Bilic, Patrick F. Christ, Richard K. G. Do, Marc J. Gollub, Stephan H. Heckers, Henkjan Huisman, William R. Jarnagin, Maureen K. McHugo, Sandy Napel, Jennifer S. Goli Pernicka, Kawal Rhode, Catalina Tobon-Gomez, Eugene Vorontsov, Henkjan Huisman, James A. Meakin, Sebastien Ourselin, Manuel Wiesenfarth, Pablo Arbelaez, Byeonguk Bae, Sihong Chen, Laura Daza, Jianjiang Feng, Baochun He, Fabian Isensee, Yuanfeng Ji, Fucang Jia, Namkug Kim, Ildoo Kim, Dorit Merhof, Akshay Pai, Beomhee Park, Mathias Perslev, Ramin Rezaiifar, Oliver Rippel, Ignacio Sarasua, Wei Shen, Jaemin Son, Christian Wachinger, Liansheng Wang, Yan Wang, Yingda Xia, Daguang Xu, Zhanwei Xu, Yefeng Zheng, Amber L. Simpson, Lena Maier-Hein, M. Jorge Cardoso

2106.05735

Cross-Domain Image Retrieval with Attention Modeling

Xin Ji, Wei Wang, Meihui Zhang, Yang Yang

1709.01784

Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering

Ramakrishna Vedantam, Karan Desai, Stefan Lee, Marcus Rohrbach, Dhruv Batra, Devi Parikh

1902.07864

6-DoF Pose Estimation of Household Objects for Robotic Manipulation: An Accessible Dataset and Benchmark

Stephen Tyree, Jonathan Tremblay, Thang To, Jia Cheng, Terry Mosier, Jeffrey Smith, Stan Birchfield

2203.05701

Real-Time Hand Tracking Using a Sum of Anisotropic Gaussians Model

Srinath Sridhar, Helge Rhodin, Hans-Peter Seidel, Antti Oulasvirta, Christian Theobalt

1602.03860

DePlot: One-shot visual language reasoning by plot-to-table translation

Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun

2212.10505

CenterCLIP: Token Clustering for Efficient Text-Video Retrieval

Shuai Zhao, Linchao Zhu, Xiaohan Wang, Yi Yang

2205.00823

Multimodal Local-Global Ranking Fusion for Emotion Recognition

Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency

1809.04931

DeepCache: Accelerating Diffusion Models for Free

Xinyin Ma, Gongfan Fang, Xinchao Wang

2312.00858

Do Feature Attribution Methods Correctly Attribute Features?

Yilun Zhou, Serena Booth, Marco Tulio Ribeiro, Julie Shah

2104.14403

Auxiliary Tasks and Exploration Enable ObjectNav

Joel Ye, Dhruv Batra, Abhishek Das, Erik Wijmans

2104.04112

Differentiable Raycasting for Self-supervised Occupancy Forecasting

Tarasha Khurana, Peiyun Hu, Achal Dave, Jason Ziglar, David Held, Deva Ramanan

2210.01917

Deep 3D Capture: Geometry and Reflectance from Sparse Multi-View Images

Sai Bi, Zexiang Xu, Kalyan Sunkavalli, David Kriegman, Ravi Ramamoorthi

2003.12642

Deep Feature Pyramid Reconfiguration for Object Detection

Tao Kong, Fuchun Sun, Wenbing Huang, Huaping Liu

1808.07993

A Simple Baseline for Audio-Visual Scene-Aware Dialog

Idan Schwartz, Alexander Schwing, Tamir Hazan

1904.05876

Spread Spurious Attribute: Improving Worst-group Accuracy with Spurious Attribute Estimation

Junhyun Nam, Jaehyung Kim, Jaeho Lee, Jinwoo Shin

2204.02070

Synscapes: A Photorealistic Synthetic Dataset for Street Scene Parsing

Magnus Wrenninge, Jonas Unger

1810.08705

Diverse and Coherent Paragraph Generation from Images

Moitreya Chatterjee, Alexander G. Schwing

1809.00681

Probabilistic End-to-end Noise Correction for Learning with Noisy Labels

Kun Yi, Jianxin Wu

1903.07788

Defensive Dropout for Hardening Deep Neural Networks under Adversarial Attacks

Siyue Wang, Xiao Wang, Pu Zhao, Wujie Wen, David Kaeli, Peter Chin, Xue Lin

1809.05165

Decomposition-Based Transfer Distance Metric Learning for Image Classification

Yong Luo, Tongliang Liu, Dacheng Tao, Chao Xu

1904.03846

HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation

Cheng Sun, Chi-Wei Hsiao, Min Sun, Hwann-Tzong Chen

1901.03861

Dual Projection Generative Adversarial Networks for Conditional Image Generation

Ligong Han, Martin Renqiang Min, Anastasis Stathopoulos, Yu Tian, Ruijiang Gao, Asim Kadav, Dimitris Metaxas

2108.09016

Deep Implicit Templates for 3D Shape Representation

Zerong Zheng, Tao Yu, Qionghai Dai, Yebin Liu

2011.14565

Variational Information Distillation for Knowledge Transfer

Sungsoo Ahn, Shell Xu Hu, Andreas Damianou, Neil D. Lawrence, Zhenwen Dai

1904.05835

Vision-Language Navigation with Self-Supervised Auxiliary Reasoning Tasks

Fengda Zhu, Yi Zhu, Xiaojun Chang, Xiaodan Liang

1911.07883

PixelLM: Pixel Reasoning with Large Multimodal Model

Zhongwei Ren, Zhicheng Huang, Yunchao Wei, Yao Zhao, Dongmei Fu, Jiashi Feng, Xiaojie Jin

2312.02228

Deep Learning for Person Re-identification: A Survey and Outlook

Mang Ye, Jianbing Shen, Gaojie Lin, Tao Xiang, Ling Shao, Steven C. H. Hoi

2001.04193

Efficient Video Instance Segmentation via Tracklet Query and Proposal

Jialian Wu, Sudhir Yarram, Hui Liang, Tian Lan, Junsong Yuan, Jayan Eledath, Gerard Medioni

2203.01853

Learning to Reconstruct People in Clothing from a Single RGB Camera

Thiemo Alldieck, Marcus Magnor, Bharat Lal Bhatnagar, Christian Theobalt, Gerard Pons-Moll

1903.05885

MMA-Diffusion: MultiModal Attack on Diffusion Models

Yijun Yang, Ruiyuan Gao, Xiaosen Wang, Tsung-Yi Ho, Nan Xu, Qiang Xu

2311.17516

Camouflaged Object Detection via Context-aware Cross-level Fusion

Geng Chen, Si-Jie Liu, Yu-Jia Sun, Ge-Peng Ji, Ya-Feng Wu, Tao Zhou

2207.13362

Trustworthy AI

Richa Singh, Mayank Vatsa, Nalini Ratha

2011.02272

Unified Coarse-to-Fine Alignment for Video-Text Retrieval

Ziyang Wang, Yi-Lin Sung, Feng Cheng, Gedas Bertasius, Mohit Bansal

2309.10091

Behind the Curtain: Learning Occluded Shapes for 3D Object Detection

Qiangeng Xu, Yiqi Zhong, Ulrich Neumann

2112.02205

IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition

Yunsheng Pang, Qiuhong Ke, Hossein Rahmani, James Bailey, Jun Liu

2207.12100

Floor-SP: Inverse CAD for Floorplans by Sequential Room-wise Shortest Path

Jiacheng Chen, Chen Liu, Jiaye Wu, Yasutaka Furukawa

1908.06702

End-to-End Human Pose and Mesh Reconstruction with Transformers

Kevin Lin, Lijuan Wang, Zicheng Liu

2012.09760

Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision

Hao Tan, Mohit Bansal

2010.06775

IM-3D: Iterative Multiview Diffusion and Reconstruction for High-Quality 3D Generation

Luke Melas-Kyriazi, Iro Laina, Christian Rupprecht, Natalia Neverova, Andrea Vedaldi, Oran Gafni, Filippos Kokkinos

2402.08682

3DFeat-Net: Weakly Supervised Local 3D Features for Point Cloud Registration

Zi Jian Yew, Gim Hee Lee

1807.09413

Highly Scalable Image Reconstruction using Deep Neural Networks with Bandpass Filtering

Joseph Y. Cheng, Feiyu Chen, Marcus T. Alley, John M. Pauly, Shreyas S. Vasanawala

1805.03300

AVID: Learning Multi-Stage Tasks via Pixel-Level Translation of Human Videos

Laura Smith, Nikita Dhawan, Marvin Zhang, Pieter Abbeel, Sergey Levine

1912.04443

Real-time Instance Segmentation with Discriminative Orientation Maps

Wentao Du, Zhiyu Xiang, Shuya Chen, Chengyu Qiao, Yiman Chen, Tingming Bai

2106.12204

SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines

Yinda Xu, Zeyu Wang, Zuoxin Li, Ye Yuan, Gang Yu

1911.06188

Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis

Ajay Jain, Matthew Tancik, Pieter Abbeel

2104.00677

Understanding and Evaluating Racial Biases in Image Captioning

Dora Zhao, Angelina Wang, Olga Russakovsky

2106.08503

Instance Adaptive Self-Training for Unsupervised Domain Adaptation

Ke Mei, Chuang Zhu, Jiaqi Zou, Shanghang Zhang

2008.12197

Multi-Scale Structure-Aware Network for Human Pose Estimation

Lipeng Ke, Ming-Ching Chang, Honggang Qi, Siwei Lyu

1803.09894

P4Contrast: Contrastive Learning with Pairs of Point-Pixel Pairs for RGB-D Scene Understanding

Yunze Liu, Li Yi, Shanghang Zhang, Qingnan Fan, Thomas Funkhouser, Hao Dong

2012.13089

Recurrent Scene Parsing with Perspective Understanding in the Loop

Shu Kong, Charless Fowlkes

1705.07238

Orthographic Feature Transform for Monocular 3D Object Detection

Thomas Roddick, Alex Kendall, Roberto Cipolla

1811.08188

Your Data Is Not Perfect: Towards Cross-Domain Out-of-Distribution Detection in Class-Imbalanced Data

Xiang Fang, Arvind Easwaran, Blaise Genest, Ponnuthurai Nagaratnam Suganthan

2412.06284

From Two to One: A New Scene Text Recognizer with Visual Language Modeling Network

Yuxin Wang, Hongtao Xie, Shancheng Fang, Jing Wang, Shenggao Zhu, Yongdong Zhang

2108.09661

SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection

Rui Fan, Hengli Wang, Peide Cai, Ming Liu

2008.11351

Feature Pyramid Grids

Kai Chen, Yuhang Cao, Chen Change Loy, Dahua Lin, Christoph Feichtenhofer

2004.03580

LION: Implicit Vision Prompt Tuning

Haixin Wang, Jianlong Chang, Xiao Luo, Jinan Sun, Zhouchen Lin, Qi Tian

2303.09992

On Face Segmentation, Face Swapping, and Face Perception

Yuval Nirkin, Iacopo Masi, Anh Tuan Tran, Tal Hassner, Gerard Medioni

1704.06729

Multiple Futures Prediction

Yichuan Charlie Tang, Ruslan Salakhutdinov

1911.00997

RandAR: Decoder-only Autoregressive Visual Generation in Random Orders

Ziqi Pang, Tianyuan Zhang, Fujun Luan, Yunze Man, Hao Tan, Kai Zhang, William T. Freeman, Yu-Xiong Wang

2412.01827

Learning to See before Learning to Act: Visual Pre-training for Manipulation

Lin Yen-Chen, Andy Zeng, Shuran Song, Phillip Isola, Tsung-Yi Lin

2107.00646

Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition

Jungho Lee, Minhyeok Lee, Dogyoon Lee, Sangyoun Lee

2208.10741

Relational Action Forecasting

Chen Sun, Abhinav Shrivastava, Carl Vondrick, Rahul Sukthankar, Kevin Murphy, Cordelia Schmid

1904.04231

Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent Neural Contextual Learning and Direct Loss Function

Jinzheng Cai, Le Lu, Yuanpu Xie, Fuyong Xing, Lin Yang

1707.04912

DexArt: Benchmarking Generalizable Dexterous Manipulation with Articulated Objects

Chen Bao, Helin Xu, Yuzhe Qin, Xiaolong Wang

2305.05706

HRVDA: High-Resolution Visual Document Assistant

Chaohu Liu, Kun Yin, Haoyu Cao, Xinghua Jiang, Xin Li, Yinsong Liu, Deqiang Jiang, Xing Sun, Linli Xu

2404.06918

Unifying Identification and Context Learning for Person Recognition

Qingqiu Huang, Yu Xiong, Dahua Lin

1806.03084

A new weakly supervised approach for ALS point cloud semantic segmentation

Puzuo Wang, Wei Yao

2110.01462

Perceptual Adversarial Robustness: Defense Against Unseen Threat Models

Cassidy Laidlaw, Sahil Singla, Soheil Feizi

2006.12655

A Primal-Dual Framework for Transformers and Neural Networks

Tan M. Nguyen, Tam Nguyen, Nhat Ho, Andrea L. Bertozzi, Richard G. Baraniuk, Stanley J. Osher

2406.13781

Exploring large scale public medical image datasets

Luke Oakden-Rayner

1907.12720

How hard can it be? Estimating the difficulty of visual search in an image

Radu Tudor Ionescu, Bogdan Alexe, Marius Leordeanu, Marius Popescu, Dim P. Papadopoulos, Vittorio Ferrari

1705.08280

PseudoSeg: Designing Pseudo Labels for Semantic Segmentation

Yuliang Zou, Zizhao Zhang, Han Zhang, Chun-Liang Li, Xiao Bian, Jia-Bin Huang, Tomas Pfister

2010.09713

Animate-A-Story: Storytelling with Retrieval-Augmented Video Generation

Yingqing He, Menghan Xia, Haoxin Chen, Xiaodong Cun, Yuan Gong, Jinbo Xing, Yong Zhang, Xintao Wang, Chao Weng, Ying Shan, Qifeng Chen

2307.06940

DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation

Jiaxiang Tang, Jiawei Ren, Hang Zhou, Ziwei Liu, Gang Zeng

2309.16653

Controllable Artistic Text Style Transfer via Shape-Matching GAN

Shuai Yang, Zhangyang Wang, Zhaowen Wang, Ning Xu, Jiaying Liu, Zongming Guo

1905.01354

SceneGraphNet: Neural Message Passing for 3D Indoor Scene Augmentation

Yang Zhou, Zachary While, Evangelos Kalogerakis

1907.11308

Pixel-Level Matching for Video Object Segmentation using Convolutional Neural Networks

Jae Shin Yoon, Francois Rameau, Junsik Kim, Seokju Lee, Seunghak Shin, In So Kweon

1708.05137

SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks

Shunsuke Saito, Jinlong Yang, Qianli Ma, Michael J. Black

2104.03313

DenseNet for Dense Flow

Yi Zhu, Shawn Newsam

1707.06316

ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes

Chandan Yeshwanth, Yueh-Cheng Liu, Matthias Nießner, Angela Dai

2308.11417

Revisiting Batch Normalization for Improving Corruption Robustness

Philipp Benz, Chaoning Zhang, Adil Karjauv, In So Kweon

2010.03630

ViperGPT: Visual Inference via Python Execution for Reasoning

Dídac Surís, Sachit Menon, Carl Vondrick

2303.08128

Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey

Sicheng Zhao, Bo Li, Colorado Reed, Pengfei Xu, Kurt Keutzer

2002.12169

Towards Efficient 3D Object Detection with Knowledge Distillation

Jihan Yang, Shaoshuai Shi, Runyu Ding, Zhe Wang, Xiaojuan Qi

2205.15156

NExT-Chat: An LMM for Chat, Detection and Segmentation

Ao Zhang, Yuan Yao, Wei Ji, Zhiyuan Liu, Tat-Seng Chua

2311.04498

Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles

Chaitanya Ryali, Yuan-Ting Hu, Daniel Bolya, Chen Wei, Haoqi Fan, Po-Yao Huang, Vaibhav Aggarwal, Arkabandhu Chowdhury, Omid Poursaeed, Judy Hoffman, Jitendra Malik, Yanghao Li, Christoph Feichtenhofer

2306.00989

Uni3D: Exploring Unified 3D Representation at Scale

Junsheng Zhou, Jinsheng Wang, Baorui Ma, Yu-Shen Liu, Tiejun Huang, Xinlong Wang

2310.06773

SUGAR: Pre-training 3D Visual Representations for Robotics

Shizhe Chen, Ricardo Garcia, Ivan Laptev, Cordelia Schmid

2404.01491

M-VAR: Decoupled Scale-wise Autoregressive Modeling for High-Quality Image Generation

Sucheng Ren, Yaodong Yu, Nataniel Ruiz, Feng Wang, Alan Yuille, Cihang Xie

2411.10433

Energy-constrained Self-training for Unsupervised Domain Adaptation

Xiaofeng Liu, Bo Hu, Xiongchang Liu, Jun Lu, Jane You, Lingsheng Kong

2101.00316

SODA: Bottleneck Diffusion Models for Representation Learning

Drew A. Hudson, Daniel Zoran, Mateusz Malinowski, Andrew K. Lampinen, Andrew Jaegle, James L. McClelland, Loic Matthey, Felix Hill, Alexander Lerchner

2311.17901

InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions

Pan Zhang, Xiaoyi Dong, Yuhang Cao, Yuhang Zang, Rui Qian, Xilin Wei, Lin Chen, Yifei Li, Junbo Niu, Shuangrui Ding, Qipeng Guo, Haodong Duan, Xin Chen, Han Lv, Zheng Nie, Min Zhang, Bin Wang, Wenwei Zhang, Xinyue Zhang, Jiaye Ge, Wei Li, Jingwen Li, Zhongying Tu, Conghui He, Xingcheng Zhang, Kai Chen, Yu Qiao, Dahua Lin, Jiaqi Wang

2412.09596

Fast Bi-layer Neural Synthesis of One-Shot Realistic Head Avatars

Egor Zakharov, Aleksei Ivakhnenko, Aliaksandra Shysheya, Victor Lempitsky

2008.10174

AutoFocus: Efficient Multi-Scale Inference

Mahyar Najibi, Bharat Singh, Larry S. Davis

1812.01600

Domain Generalization with MixStyle

Kaiyang Zhou, Yongxin Yang, Yu Qiao, Tao Xiang

2104.02008

Towards Grand Unification of Object Tracking

Bin Yan, Yi Jiang, Peize Sun, Dong Wang, Zehuan Yuan, Ping Luo, Huchuan Lu

2207.07078

Reasoning About Physical Interactions with Object-Oriented Prediction and Planning

Michael Janner, Sergey Levine, William T. Freeman, Joshua B. Tenenbaum, Chelsea Finn, Jiajun Wu

1812.10972

The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation

Saurabh Saxena, Charles Herrmann, Junhwa Hur, Abhishek Kar, Mohammad Norouzi, Deqing Sun, David J. Fleet

2306.01923

AI Benchmark: Running Deep Neural Networks on Android Smartphones

Andrey Ignatov, Radu Timofte, William Chou, Ke Wang, Max Wu, Tim Hartley, Luc Van Gool

1810.01109

Trear: Transformer-based RGB-D Egocentric Action Recognition

Xiangyu Li, Yonghong Hou, Pichao Wang, Zhimin Gao, Mingliang Xu, Wanqing Li

2101.03904

Do Input Gradients Highlight Discriminative Features?

Harshay Shah, Prateek Jain, Praneeth Netrapalli

2102.12781

Tile2Vec: Unsupervised representation learning for spatially distributed data

Neal Jean, Sherrie Wang, Anshul Samar, George Azzari, David Lobell, Stefano Ermon

1805.02855

Estimating Example Difficulty Using Variance of Gradients

Chirag Agarwal, Daniel D'souza, Sara Hooker

2008.11600

Rethinking Video ViTs: Sparse Video Tubes for Joint Image and Video Learning

AJ Piergiovanni, Weicheng Kuo, Anelia Angelova

2212.03229

In Perfect Shape: Certifiably Optimal 3D Shape Reconstruction from 2D Landmarks

Heng Yang, Luca Carlone

1911.11924

Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization

Shujun Wang, Lequan Yu, Caizi Li, Chi-Wing Fu, Pheng-Ann Heng

2007.09316

Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?

Nenad Tomasev, Ioana Bica, Brian McWilliams, Lars Buesing, Razvan Pascanu, Charles Blundell, Jovana Mitrovic

2201.05119

Beat by Beat: Classifying Cardiac Arrhythmias with Recurrent Neural Networks

Patrick Schwab, Gaetano Scebba, Jia Zhang, Marco Delai, Walter Karlen

1710.06319

Minimizing Trajectory Curvature of ODE-based Generative Models

Sangyun Lee, Beomsu Kim, Jong Chul Ye

2301.12003

MoFA: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction

Ayush Tewari, Michael Zollhöfer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard, Patrick Pérez, Christian Theobalt

1703.10580

Shape Interaction Matrix Revisited and Robustified: Efficient Subspace Clustering with Corrupted and Incomplete Data

Pan Ji, Mathieu Salzmann, Hongdong Li

1509.02649

Mono-SF: Multi-View Geometry Meets Single-View Depth for Monocular Scene Flow Estimation of Dynamic Traffic Scenes

Fabian Brickwedde, Steffen Abraham, Rudolf Mester

1908.06316

BlobGAN: Spatially Disentangled Scene Representations

Dave Epstein, Taesung Park, Richard Zhang, Eli Shechtman, Alexei A. Efros

2205.02837

MambaVC: Learned Visual Compression with Selective State Spaces

Shiyu Qin, Jinpeng Wang, Yimin Zhou, Bin Chen, Tianci Luo, Baoyi An, Tao Dai, Shutao Xia, Yaowei Wang

2405.15413

Greedy Hierarchical Variational Autoencoders for Large-Scale Video Prediction

Bohan Wu, Suraj Nair, Roberto Martin-Martin, Li Fei-Fei, Chelsea Finn

2103.04174

ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation

Antoine Saporta, Tuan-Hung Vu, Matthieu Cord, Patrick Pérez

2006.08658

Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression

Takuya Narihira, Michael Maire, Stella X. Yu

1512.02311

DeepICP: An End-to-End Deep Neural Network for 3D Point Cloud Registration

Weixin Lu, Guowei Wan, Yao Zhou, Xiangyu Fu, Pengfei Yuan, Shiyu Song

1905.04153

Constant-time filtering using shiftable kernels

Kunal Narayan Chaudhury

1107.4617

Enhancing End-to-End Autonomous Driving with Latent World Model

Yingyan Li, Lue Fan, Jiawei He, Yuqi Wang, Yuntao Chen, Zhaoxiang Zhang, Tieniu Tan

2406.08481

TextBoxes: A Fast Text Detector with a Single Deep Neural Network

Minghui Liao, Baoguang Shi, Xiang Bai, Xinggang Wang, Wenyu Liu

1611.06779

Depth Adaptive Deep Neural Network for Semantic Segmentation

Byeongkeun Kang, Yeejin Lee, Truong Q. Nguyen

1708.01818

AssistGPT: A General Multi-modal Assistant that can Plan, Execute, Inspect, and Learn

Difei Gao, Lei Ji, Luowei Zhou, Kevin Qinghong Lin, Joya Chen, Zihan Fan, Mike Zheng Shou

2306.08640

Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking

Jianfeng Yan, Zizhuang Wei, Hongwei Yi, Mingyu Ding, Runze Zhang, Yisong Chen, Guoping Wang, Yu-Wing Tai

2007.10872

Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy

Zhiqi Bu, Jialin Mao, Shiyun Xu

2205.10683

DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Zhiyu Wu, Xiaokang Chen, Zizheng Pan, Xingchao Liu, Wen Liu, Damai Dai, Huazuo Gao, Yiyang Ma, Chengyue Wu, Bingxuan Wang, Zhenda Xie, Yu Wu, Kai Hu, Jiawei Wang, Yaofeng Sun, Yukun Li, Yishi Piao, Kang Guan, Aixin Liu, Xin Xie, Yuxiang You, Kai Dong, Xingkai Yu, Haowei Zhang, Liang Zhao, Yisong Wang, Chong Ruan

2412.10302

A Recipe for Scaling up Text-to-Video Generation with Text-free Videos

Xiang Wang, Shiwei Zhang, Hangjie Yuan, Zhiwu Qing, Biao Gong, Yingya Zhang, Yujun Shen, Changxin Gao, Nong Sang

2312.15770

Generalizing Motion Planners with Mixture of Experts for Autonomous Driving

Qiao Sun, Huimin Wang, Jiahao Zhan, Fan Nie, Xin Wen, Leimeng Xu, Kun Zhan, Peng Jia, Xianpeng Lang, Hang Zhao

2410.15774

Cross-Image Relational Knowledge Distillation for Semantic Segmentation

Chuanguang Yang, Helong Zhou, Zhulin An, Xue Jiang, Yongjun Xu, Qian Zhang

2204.06986

Unsupervised Learning of Geometry with Edge-aware Depth-Normal Consistency

Zhenheng Yang, Peng Wang, Wei Xu, Liang Zhao, Ramakant Nevatia

1711.03665

The iWildCam 2021 Competition Dataset

Sara Beery, Arushi Agarwal, Elijah Cole, Vighnesh Birodkar

2105.03494

Convolutional Autoencoders for Human Motion Infilling

Manuel Kaufmann, Emre Aksan, Jie Song, Fabrizio Pece, Remo Ziegler, Otmar Hilliges

2010.11531

VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids

Katja Schwarz, Axel Sauer, Michael Niemeyer, Yiyi Liao, Andreas Geiger

2206.07695

Learning Depth from Monocular Videos using Direct Methods

Chaoyang Wang, Jose Miguel Buenaposada, Rui Zhu, Simon Lucey

1712.00175

ClipCap: CLIP Prefix for Image Captioning

Ron Mokady, Amir Hertz, Amit H. Bermano

2111.09734

Self-trained Deep Ordinal Regression for End-to-End Video Anomaly Detection

Guansong Pang, Cheng Yan, Chunhua Shen, Anton van den Hengel, Xiao Bai

2003.06780

Photorealistic Facial Expression Synthesis by the Conditional Difference Adversarial Autoencoder

Yuqian Zhou, Bertram Emil Shi

1708.09126

A Neural Temporal Model for Human Motion Prediction

Anand Gopalakrishnan, Ankur Mali, Dan Kifer, C. Lee Giles, Alexander G. Ororbia

1809.03036

Adaptive Image Denoising by Targeted Databases

Enming Luo, Stanley H. Chan, Truong Q. Nguyen

1407.5055

Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

Hao Tang, Dan Xu, Wei Wang, Yan Yan, Nicu Sebe

1901.04604

Fast ADMM Algorithm for Distributed Optimization with Adaptive Penalty

Changkyu Song, Sejong Yoon, Vladimir Pavlovic

1506.08928

Delving into Localization Errors for Monocular 3D Object Detection

Xinzhu Ma, Yinmin Zhang, Dan Xu, Dongzhan Zhou, Shuai Yi, Haojie Li, Wanli Ouyang

2103.16237

Reinforcement Learning with Videos: Combining Offline Observations with Interaction

Karl Schmeckpeper, Oleh Rybkin, Kostas Daniilidis, Sergey Levine, Chelsea Finn

2011.06507

C2AE: Class Conditioned Auto-Encoder for Open-set Recognition

Poojan Oza, Vishal M Patel

1904.01198

Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems

Xingjun Ma, Yuhao Niu, Lin Gu, Yisen Wang, Yitian Zhao, James Bailey, Feng Lu

1907.10456

Auto-Meta: Automated Gradient Based Meta Learner Search

Jaehong Kim, Sangyeul Lee, Sungwan Kim, Moonsu Cha, Jung Kwon Lee, Youngduck Choi, Yongseok Choi, Dong-Yeon Cho, Jiwon Kim

1806.06927

Real-time Online Multi-Object Tracking in Compressed Domain

Qiankun Liu, Bin Liu, Yue Wu, Weihai Li, Nenghai Yu

2204.02081

AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation

Venice Erin Liong, Thi Ngoc Tho Nguyen, Sergi Widjaja, Dhananjai Sharma, Zhuang Jie Chong

2012.04934

SPair-71k: A Large-scale Benchmark for Semantic Correspondence

Juhong Min, Jongmin Lee, Jean Ponce, Minsu Cho

1908.10543

Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models

Walter H. L. Pinaya, Mark S. Graham, Robert Gray, Pedro F Da Costa, Petru-Daniel Tudosiu, Paul Wright, Yee H. Mah, Andrew D. MacKinnon, James T. Teo, Rolf Jager, David Werring, Geraint Rees, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso

2206.03461

GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images

Jun Gao, Tianchang Shen, Zian Wang, Wenzheng Chen, Kangxue Yin, Daiqing Li, Or Litany, Zan Gojcic, Sanja Fidler

2209.11163

VLM4D: Towards Spatiotemporal Awareness in Vision Language Models

Shijie Zhou, Alexander Vilesov, Xuehai He, Ziyu Wan, Shuwang Zhang, Aditya Nagachandra, Di Chang, Dongdong Chen, Xin Eric Wang, Achuta Kadambi

2508.02095

ExprGAN: Facial Expression Editing with Controllable Expression Intensity

Hui Ding, Kumar Sricharan, Rama Chellappa

1709.03842

Monocular 3D Object Detection with Pseudo-LiDAR Point Cloud

Xinshuo Weng, Kris Kitani

1903.09847

TrackMPNN: A Message Passing Graph Neural Architecture for Multi-Object Tracking

Akshay Rangesh, Pranav Maheshwari, Mez Gebre, Siddhesh Mhatre, Vahid Ramezani, Mohan M. Trivedi

2101.04206

Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis

Bingchen Liu, Yizhe Zhu, Kunpeng Song, Ahmed Elgammal

2101.04775

DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Yuang Peng, Yuxin Cui, Haomiao Tang, Zekun Qi, Runpei Dong, Jing Bai, Chunrui Han, Zheng Ge, Xiangyu Zhang, Shu-Tao Xia

2406.16855

Gaussian Shading: Provable Performance-Lossless Image Watermarking for Diffusion Models

Zijin Yang, Kai Zeng, Kejiang Chen, Han Fang, Weiming Zhang, Nenghai Yu

2404.04956

Is Attention Better Than Matrix Decomposition?

Zhengyang Geng, Meng-Hao Guo, Hongxu Chen, Xia Li, Ke Wei, Zhouchen Lin

2109.04553

Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

Bingxin Ke, Anton Obukhov, Shengyu Huang, Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler

2312.02145

LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding

Chuwei Luo, Yufan Shen, Zhaoqing Zhu, Qi Zheng, Zhi Yu, Cong Yao

2404.05225

Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points

Fabien Baradel, Christian Wolf, Julien Mille, Graham W. Taylor

1802.07898

Tracking Objects as Points

Xingyi Zhou, Vladlen Koltun, Philipp Krähenbühl

2004.01177

Wavelet Diffusion Models are fast and scalable Image Generators

Hao Phung, Quan Dao, Anh Tran

2211.16152

Learning Less is More - 6D Camera Localization via 3D Surface Regression

Eric Brachmann, Carsten Rother

1711.10228

Shield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Siwei Li, Li Chen, Michael E. Kounavis, Duen Horng Chau

1802.06816

Tracking by Instance Detection: A Meta-Learning Approach

Guangting Wang, Chong Luo, Xiaoyan Sun, Zhiwei Xiong, Wenjun Zeng

2004.00830

Recognize Anything: A Strong Image Tagging Model

Youcai Zhang, Xinyu Huang, Jinyu Ma, Zhaoyang Li, Zhaochuan Luo, Yanchun Xie, Yuzhuo Qin, Tong Luo, Yaqian Li, Shilong Liu, Yandong Guo, Lei Zhang

2306.03514

Defending against GAN-based Deepfake Attacks via Transformation-aware Adversarial Faces

Chaofei Yang, Lei Ding, Yiran Chen, Hai Li

2006.07421

Prime Sample Attention in Object Detection

Yuhang Cao, Kai Chen, Chen Change Loy, Dahua Lin

1904.04821

A Lip Sync Expert Is All You Need for Speech to Lip Generation In The Wild

K R Prajwal, Rudrabha Mukhopadhyay, Vinay Namboodiri, C V Jawahar

2008.10010

V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Penghao Wu, Saining Xie

2312.14135

Masked World Models for Visual Control

Younggyo Seo, Danijar Hafner, Hao Liu, Fangchen Liu, Stephen James, Kimin Lee, Pieter Abbeel

2206.14244

GA-Net: Guided Aggregation Net for End-to-end Stereo Matching

Feihu Zhang, Victor Prisacariu, Ruigang Yang, Philip H. S. Torr

1904.06587

CPF: Learning a Contact Potential Field to Model the Hand-Object Interaction

Lixin Yang, Xinyu Zhan, Kailin Li, Wenqiang Xu, Jiefeng Li, Cewu Lu

2012.00924

M-LVC: Multiple Frames Prediction for Learned Video Compression

Jianping Lin, Dong Liu, Houqiang Li, Feng Wu

2004.10290

THOMAS: Trajectory Heatmap Output with learned Multi-Agent Sampling

Thomas Gilles, Stefano Sabatini, Dzmitry Tsishkou, Bogdan Stanciulescu, Fabien Moutarde

2110.06607

VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction

Chaoyou Fu, Haojia Lin, Xiong Wang, Yi-Fan Zhang, Yunhang Shen, Xiaoyu Liu, Haoyu Cao, Zuwei Long, Heting Gao, Ke Li, Long Ma, Xiawu Zheng, Rongrong Ji, Xing Sun, Caifeng Shan, Ran He

2501.01957

Back to the Feature: Learning Robust Camera Localization from Pixels to Pose

Paul-Edouard Sarlin, Ajaykumar Unagar, Måns Larsson, Hugo Germain, Carl Toft, Viktor Larsson, Marc Pollefeys, Vincent Lepetit, Lars Hammarstrand, Fredrik Kahl, Torsten Sattler

2103.09213

Deep Subspace Clustering Networks

Pan Ji, Tong Zhang, Hongdong Li, Mathieu Salzmann, Ian Reid

1709.02508

Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning

Lin Zhang, Li Shen, Liang Ding, Dacheng Tao, Ling-Yu Duan

2203.09249

Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation

Hao Tang, Dan Xu, Nicu Sebe, Yanzhi Wang, Jason J. Corso, Yan Yan

1904.06807

OpenScene: 3D Scene Understanding with Open Vocabularies

Songyou Peng, Kyle Genova, Chiyu "Max" Jiang, Andrea Tagliasacchi, Marc Pollefeys, Thomas Funkhouser

2211.15654

3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment

Ziyu Zhu, Xiaojian Ma, Yixin Chen, Zhidong Deng, Siyuan Huang, Qing Li

2308.04352

Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets

Lequan Yu, Jie-Zhi Cheng, Qi Dou, Xin Yang, Hao Chen, Jing Qin, Pheng-Ann Heng

1708.00573

Monocular Depth Estimation with Hierarchical Fusion of Dilated CNNs and Soft-Weighted-Sum Inference

Bo Li, Yuchao Dai, Mingyi He

1708.02287

Deep Convolutional Neural Network for Inverse Problems in Imaging

Kyong Hwan Jin, Michael T. McCann, Emmanuel Froustey, Michael Unser

1611.03679

Cross-Dataset Adaptation for Visual Question Answering

Wei-Lun Chao, Hexiang Hu, Fei Sha

1806.03726

PnPNet: End-to-End Perception and Prediction with Tracking in the Loop

Ming Liang, Bin Yang, Wenyuan Zeng, Yun Chen, Rui Hu, Sergio Casas, Raquel Urtasun

2005.14711

BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond

Kelvin C. K. Chan, Xintao Wang, Ke Yu, Chao Dong, Chen Change Loy

2012.02181

Common Diffusion Noise Schedules and Sample Steps are Flawed

Shanchuan Lin, Bingchen Liu, Jiashi Li, Xiao Yang

2305.08891

Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild

Kibok Lee, Kimin Lee, Jinwoo Shin, Honglak Lee

1903.12648

Task-Free Continual Learning

Rahaf Aljundi, Klaas Kelchtermans, Tinne Tuytelaars

1812.03596

VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles

Mingzhe Li, Xiuying Chen, Shen Gao, Zhangming Chan, Dongyan Zhao, Rui Yan

2010.05406

Measuring Catastrophic Forgetting in Neural Networks

Ronald Kemker, Marc McClure, Angelina Abitino, Tyler Hayes, Christopher Kanan

1708.02072

Multimodal Pretraining for Dense Video Captioning

Gabriel Huang, Bo Pang, Zhenhai Zhu, Clara Rivera, Radu Soricut

2011.11760

DynIBaR: Neural Dynamic Image-Based Rendering

Zhengqi Li, Qianqian Wang, Forrester Cole, Richard Tucker, Noah Snavely

2211.11082

Consistency Regularization for Variational Auto-Encoders

Samarth Sinha, Adji B. Dieng

2105.14859

Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation

Xiaofeng Liu, Fangxu Xing, Chao Yang, Georges El Fakhri, Jonghye Woo

2106.12497

Generating 3D People in Scenes without People

Yan Zhang, Mohamed Hassan, Heiko Neumann, Michael J. Black, Siyu Tang

1912.02923

DeepLab2: A TensorFlow Library for Deep Labeling

Mark Weber, Huiyu Wang, Siyuan Qiao, Jun Xie, Maxwell D. Collins, Yukun Zhu, Liangzhe Yuan, Dahun Kim, Qihang Yu, Daniel Cremers, Laura Leal-Taixe, Alan L. Yuille, Florian Schroff, Hartwig Adam, Liang-Chieh Chen

2106.09748

Equivariant Similarity for Vision-Language Foundation Models

Tan Wang, Kevin Lin, Linjie Li, Chung-Ching Lin, Zhengyuan Yang, Hanwang Zhang, Zicheng Liu, Lijuan Wang

2303.14465

Asynchronous Interaction Aggregation for Action Detection

Jiajun Tang, Jin Xia, Xinzhi Mu, Bo Pang, Cewu Lu

2004.07485

Learning to Match Features with Seeded Graph Matching Network

Hongkai Chen, Zixin Luo, Jiahui Zhang, Lei Zhou, Xuyang Bai, Zeyu Hu, Chiew-Lan Tai, Long Quan

2108.08771

Deep Deformation Network for Object Landmark Localization

Xiang Yu, Feng Zhou, Manmohan Chandraker

1605.01014

Trust, but Verify: Cross-Modality Fusion for HD Map Change Detection

John Lambert, James Hays

2212.07312

Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose Estimation

Hanbyul Joo, Natalia Neverova, Andrea Vedaldi

2004.03686

CIR-Net: Cross-modality Interaction and Refinement for RGB-D Salient Object Detection

Runmin Cong, Qinwei Lin, Chen Zhang, Chongyi Li, Xiaochun Cao, Qingming Huang, Yao Zhao

2210.02843

RGCNN: Regularized Graph CNN for Point Cloud Segmentation

Gusi Te, Wei Hu, Zongming Guo, Amin Zheng

1806.02952

Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression

Aaron S. Jackson, Adrian Bulat, Vasileios Argyriou, Georgios Tzimiropoulos

1703.07834

Towards Adversarially Robust Object Detection

Haichao Zhang, Jianyu Wang

1907.10310

AutoAD: Movie Description in Context

Tengda Han, Max Bain, Arsha Nagrani, Gül Varol, Weidi Xie, Andrew Zisserman

2303.16899

DeepFont: Identify Your Font from An Image

Zhangyang Wang, Jianchao Yang, Hailin Jin, Eli Shechtman, Aseem Agarwala, Jonathan Brandt, Thomas S. Huang

1507.03196

VisDA: The Visual Domain Adaptation Challenge

Xingchao Peng, Ben Usman, Neela Kaushik, Judy Hoffman, Dequan Wang, Kate Saenko

1710.06924

Differentiable Rendering: A Survey

Hiroharu Kato, Deniz Beker, Mihai Morariu, Takahiro Ando, Toru Matsuoka, Wadim Kehl, Adrien Gaidon

2006.12057

RGB-D Salient Object Detection: A Survey

Tao Zhou, Deng-Ping Fan, Ming-Ming Cheng, Jianbing Shen, Ling Shao

2008.00230

Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation

Chenyu You, Ruihan Zhao, Lawrence Staib, James S. Duncan

2105.07059

WordSup: Exploiting Word Annotations for Character based Text Detection

Han Hu, Chengquan Zhang, Yuxuan Luo, Yuzhuo Wang, Junyu Han, Errui Ding

1708.06720

Segment Any 3D Gaussians

Jiazhong Cen, Jiemin Fang, Chen Yang, Lingxi Xie, Xiaopeng Zhang, Wei Shen, Qi Tian

2312.00860

Video Playback Rate Perception for Self-supervisedSpatio-Temporal Representation Learning

Yuan Yao, Chang Liu, Dezhao Luo, Yu Zhou, Qixiang Ye

2006.11476

Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Xintong Wang, Jingheng Pan, Liang Ding, Chris Biemann

2403.18715

Compressive Hyperspectral Imaging with Side Information

Xin Yuan, Tsung-Han Tsai, Ruoyu Zhu, Patrick Llull, David Brady, Lawrence Carin

1502.06260

Boundary Guided Semantic Learning for Real-time COVID-19 Lung Infection Segmentation System

Runmin Cong, Yumo Zhang, Ning Yang, Haisheng Li, Xueqi Zhang, Ruochen Li, Zewen Chen, Yao Zhao, Sam Kwong

2209.02934

MonoClothCap: Towards Temporally Coherent Clothing Capture from Monocular RGB Video

Donglai Xiang, Fabian Prada, Chenglei Wu, Jessica Hodgins

2009.10711

Dynamic Instance Normalization for Arbitrary Style Transfer

Yongcheng Jing, Xiao Liu, Yukang Ding, Xinchao Wang, Errui Ding, Mingli Song, Shilei Wen

1911.06953

Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition

Ayan Kumar Bhunia, Aneeshan Sain, Amandeep Kumar, Shuvozit Ghose, Pinaki Nath Chowdhury, Yi-Zhe Song

2107.12090

BatVision: Learning to See 3D Spatial Layout with Two Ears

Jesper Haahr Christensen, Sascha Hornauer, Stella Yu

1912.07011

Video Based Reconstruction of 3D People Models

Thiemo Alldieck, Marcus Magnor, Weipeng Xu, Christian Theobalt, Gerard Pons-Moll

1803.04758

Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research

Bernard Koch, Emily Denton, Alex Hanna, Jacob G. Foster

2112.01716

Learning Modality Interaction for Temporal Sentence Localization and Event Captioning in Videos

Shaoxiang Chen, Wenhao Jiang, Wei Liu, Yu-Gang Jiang

2007.14164

SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation

Koutilya PNVR, Hao Zhou, David Jacobs

2006.04026

Training GANs with Stronger Augmentations via Contrastive Discriminator

Jongheon Jeong, Jinwoo Shin

2103.09742

StereOBJ-1M: Large-scale Stereo Image Dataset for 6D Object Pose Estimation

Xingyu Liu, Shun Iwase, Kris M. Kitani

2109.10115

Finding Task-Relevant Features for Few-Shot Learning by Category Traversal

Hongyang Li, David Eigen, Samuel Dodge, Matthew Zeiler, Xiaogang Wang

1905.11116

PointNetLK: Robust & Efficient Point Cloud Registration using PointNet

Yasuhiro Aoki, Hunter Goforth, Rangaprasad Arun Srivatsan, Simon Lucey

1903.05711

Understanding Individual Decisions of CNNs via Contrastive Backpropagation

Jindong Gu, Yinchong Yang, Volker Tresp

1812.02100

Motion2Vec: Semi-Supervised Representation Learning from Surgical Videos

Ajay Kumar Tanwani, Pierre Sermanet, Andy Yan, Raghav Anand, Mariano Phielipp, Ken Goldberg

2006.00545

Local-Global Video-Text Interactions for Temporal Grounding

Jonghwan Mun, Minsu Cho, Bohyung Han

2004.07514

Cross Modal Retrieval with Querybank Normalisation

Simion-Vlad Bogolin, Ioana Croitoru, Hailin Jin, Yang Liu, Samuel Albanie

2112.12777

AutoVLA: A Vision-Language-Action Model for End-to-End Autonomous Driving with Adaptive Reasoning and Reinforcement Fine-Tuning

Zewei Zhou, Tianhui Cai, Seth Z. Zhao, Yun Zhang, Zhiyu Huang, Bolei Zhou, Jiaqi Ma

2506.13757

Attacking Convolutional Neural Network using Differential Evolution

Jiawei Su, Danilo Vasconcellos Vargas, Kouichi Sakurai

1804.07062

StyleGAN-NADA: CLIP-Guided Domain Adaptation of Image Generators

Rinon Gal, Or Patashnik, Haggai Maron, Gal Chechik, Daniel Cohen-Or

2108.00946

AutoSlim: Towards One-Shot Architecture Search for Channel Numbers

Jiahui Yu, Thomas Huang

1903.11728

Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld

Yijun Yang, Tianyi Zhou, Kanxue Li, Dapeng Tao, Lusong Li, Li Shen, Xiaodong He, Jing Jiang, Yuhui Shi

2311.16714

Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents

Christian Rupprecht, Cyril Ibrahim, Christopher J. Pal

1904.01318

Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization

Weiyun Wang, Zhe Chen, Wenhai Wang, Yue Cao, Yangzhou Liu, Zhangwei Gao, Jinguo Zhu, Xizhou Zhu, Lewei Lu, Yu Qiao, Jifeng Dai

2411.10442

Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion

Xu Yan, Jiantao Gao, Jie Li, Ruimao Zhang, Zhen Li, Rui Huang, Shuguang Cui

2012.03762

OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning

Zhaochen Su, Linjie Li, Mingyang Song, Yunzhuo Hao, Zhengyuan Yang, Jun Zhang, Guanjie Chen, Jiawei Gu, Juntao Li, Xiaoye Qu, Yu Cheng

2505.08617

Multi-source weak supervision for saliency detection

Yu Zeng, Yunzhi Zhuge, Huchuan Lu, Lihe Zhang, Mingyang Qian, Yizhou Yu

1904.00566

Group Fisher Pruning for Practical Network Compression

Liyang Liu, Shilong Zhang, Zhanghui Kuang, Aojun Zhou, Jing-Hao Xue, Xinjiang Wang, Yimin Chen, Wenming Yang, Qingmin Liao, Wayne Zhang

2108.00708

Unsupervised Salient Object Detection with Spectral Cluster Voting

Gyungin Shin, Samuel Albanie, Weidi Xie

2203.12614

MAST: A Memory-Augmented Self-supervised Tracker

Zihang Lai, Erika Lu, Weidi Xie

2002.07793

MM-VID: Advancing Video Understanding with GPT-4V(ision)

Kevin Lin, Faisal Ahmed, Linjie Li, Chung-Ching Lin, Ehsan Azarnasab, Zhengyuan Yang, Jianfeng Wang, Lin Liang, Zicheng Liu, Yumao Lu, Ce Liu, Lijuan Wang

2310.19773

Image Compressive Sensing Recovery Using Adaptively Learned Sparsifying Basis via L0 Minimization

Jian Zhang, Chen Zhao, Debin Zhao, Wen Gao

1404.7566

Non-isotropy Regularization for Proxy-based Deep Metric Learning

Karsten Roth, Oriol Vinyals, Zeynep Akata

2203.08547

BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps

Wang Zhu, Hexiang Hu, Jiacheng Chen, Zhiwei Deng, Vihan Jain, Eugene Ie, Fei Sha

2005.04625

Dex-NeRF: Using a Neural Radiance Field to Grasp Transparent Objects

Jeffrey Ichnowski, Yahav Avigal, Justin Kerr, Ken Goldberg

2110.14217

Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection in Autonomous Driving

Zhenxun Yuan, Xiao Song, Lei Bai, Wengang Zhou, Zhe Wang, Wanli Ouyang

2011.13628

Real-time Pose and Shape Reconstruction of Two Interacting Hands With a Single Depth Camera

Franziska Mueller, Micah Davis, Florian Bernard, Oleksandr Sotnychenko, Mickeal Verschoor, Miguel A. Otaduy, Dan Casas, Christian Theobalt

2106.08059

Arbitrary Style Transfer via Multi-Adaptation Network

Yingying Deng, Fan Tang, Weiming Dong, Wen Sun, Feiyue Huang, Changsheng Xu

2005.13219

Implicit Mesh Reconstruction from Unannotated Image Collections

Shubham Tulsiani, Nilesh Kulkarni, Abhinav Gupta

2007.08504

SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation

Yuying Ge, Sijie Zhao, Jinguo Zhu, Yixiao Ge, Kun Yi, Lin Song, Chen Li, Xiaohan Ding, Ying Shan

2404.14396

Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective

Helong Zhou, Liangchen Song, Jiajie Chen, Ye Zhou, Guoli Wang, Junsong Yuan, Qian Zhang

2102.00650

Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image

Ronghang Hu, Nikhila Ravi, Alexander C. Berg, Deepak Pathak

2012.09854

Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses

Niharika Jain, Alberto Olmo, Sailik Sengupta, Lydia Manikonda, Subbarao Kambhampati

2001.09528

End-to-End Optimization of Scene Layout

Andrew Luo, Zhoutong Zhang, Jiajun Wu, Joshua B. Tenenbaum

2007.11744

Representation Similarity Analysis for Efficient Task taxonomy & Transfer Learning

Kshitij Dwivedi, Gemma Roig

1904.11740

Analysis Operator Learning and Its Application to Image Reconstruction

Simon Hawe, Martin Kleinsteuber, Klaus Diepold

1204.5309

Portrait Neural Radiance Fields from a Single Image

Chen Gao, Yichang Shih, Wei-Sheng Lai, Chia-Kai Liang, Jia-Bin Huang

2012.05903

Attributing Image Generative Models using Latent Fingerprints

Guangyu Nie, Changhoon Kim, Yezhou Yang, Yi Ren

2304.09752

Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models

Jiale Xu, Xintao Wang, Weihao Cheng, Yan-Pei Cao, Ying Shan, Xiaohu Qie, Shenghua Gao

2212.14704

Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams

Matthias De Lange, Tinne Tuytelaars

2009.00919

Semantic Scene Completion via Integrating Instances and Scene in-the-Loop

Yingjie Cai, Xuesong Chen, Chao Zhang, Kwan-Yee Lin, Xiaogang Wang, Hongsheng Li

2104.03640

R-Bench: Are your Large Multimodal Model Robust to Real-world Corruptions?

Chunyi Li, Jianbo Zhang, Zicheng Zhang, Haoning Wu, Yuan Tian, Wei Sun, Guo Lu, Xiaohong Liu, Xiongkuo Min, Weisi Lin, Guangtao Zhai

2410.05474

Decoupled Adaptation for Cross-Domain Object Detection

Junguang Jiang, Baixu Chen, Jianmin Wang, Mingsheng Long

2110.02578

Fully Convolutional Crowd Counting On Highly Congested Scenes

Mark Marsden, Kevin McGuinness, Suzanne Little, Noel E. O'Connor

1612.00220

ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

Mohit Shridhar, Xingdi Yuan, Marc-Alexandre Côté, Yonatan Bisk, Adam Trischler, Matthew Hausknecht

2010.03768

CounterCurate: Enhancing Physical and Semantic Visio-Linguistic Compositional Reasoning via Counterfactual Examples

Jianrui Zhang, Mu Cai, Tengyang Xie, Yong Jae Lee

2402.13254

ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design

Haoran You, Zhanyi Sun, Huihong Shi, Zhongzhi Yu, Yang Zhao, Yongan Zhang, Chaojian Li, Baopu Li, Yingyan Celine Lin

2210.09573

Fooling Neural Network Interpretations via Adversarial Model Manipulation

Juyeon Heo, Sunghwan Joo, Taesup Moon

1902.02041

Globally Optimal Joint Image Segmentation and Shape Matching Based on Wasserstein Modes

Bernhard Schmitzer, Christoph Schnörr

1407.3956

INTERACTION Dataset: An INTERnational, Adversarial and Cooperative moTION Dataset in Interactive Driving Scenarios with Semantic Maps

Wei Zhan, Liting Sun, Di Wang, Haojie Shi, Aubrey Clausse, Maximilian Naumann, Julius Kummerle, Hendrik Konigshof, Christoph Stiller, Arnaud de La Fortelle, Masayoshi Tomizuka

1910.03088

CR-GAN: Learning Complete Representations for Multi-view Generation

Yu Tian, Xi Peng, Long Zhao, Shaoting Zhang, Dimitris N. Metaxas

1806.11191

Conversion Between CT and MRI Images Using Diffusion and Score-Matching Models

Qing Lyu, Ge Wang

2209.12104

VolumeFusion: Deep Depth Fusion for 3D Scene Reconstruction

Jaesung Choe, Sunghoon Im, Francois Rameau, Minjun Kang, In So Kweon

2108.08623

Salient Object Detection via Integrity Learning

Mingchen Zhuge, Deng-Ping Fan, Nian Liu, Dingwen Zhang, Dong Xu, Ling Shao

2101.07663

Multi-Instance Visual-Semantic Embedding

Zhou Ren, Hailin Jin, Zhe Lin, Chen Fang, Alan Yuille

1512.06963

Geometry-based Distance Decomposition for Monocular 3D Object Detection

Xuepeng Shi, Qi Ye, Xiaozhi Chen, Chuangrong Chen, Zhixiang Chen, Tae-Kyun Kim

2104.03775

Spatial-Temporal Relation Networks for Multi-Object Tracking

Jiarui Xu, Yue Cao, Zheng Zhang, Han Hu

1904.11489

VideoHallucer: Evaluating Intrinsic and Extrinsic Hallucinations in Large Video-Language Models

Yuxuan Wang, Yueqian Wang, Dongyan Zhao, Cihang Xie, Zilong Zheng

2406.16338

PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection

Linfeng Zhang, Runpei Dong, Hung-Shuo Tai, Kaisheng Ma

2205.11098

SDXL-Lightning: Progressive Adversarial Diffusion Distillation

Shanchuan Lin, Anran Wang, Xiao Yang

2402.13929

PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction

Zerong Zheng, Tao Yu, Yebin Liu, Qionghai Dai

2007.03858

Detecting Engagement in Egocentric Video

Yu-Chuan Su, Kristen Grauman

1604.00906

REMAP: Multi-layer entropy-guided pooling of dense CNN features for image retrieval

Syed Sameed Husain, Miroslaw Bober

1906.06626

Patch2Pix: Epipolar-Guided Pixel-Level Correspondences

Qunjie Zhou, Torsten Sattler, Laura Leal-Taixe

2012.01909

MAFF-Net: Filter False Positive for 3D Vehicle Detection with Multi-modal Adaptive Feature Fusion

Zehan Zhang, Ming Zhang, Zhidong Liang, Xian Zhao, Ming Yang, Wenming Tan, ShiLiang Pu

2009.10945

VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation

Jiyang Gao, Chen Sun, Hang Zhao, Yi Shen, Dragomir Anguelov, Congcong Li, Cordelia Schmid

2005.04259

VTNet: Visual Transformer Network for Object Goal Navigation

Heming Du, Xin Yu, Liang Zheng

2105.09447

LatticeNet: Fast Point Cloud Segmentation Using Permutohedral Lattices

Radu Alexandru Rosu, Peer Schütt, Jan Quenzel, Sven Behnke

1912.05905

Universal Correspondence Network

Christopher B. Choy, JunYoung Gwak, Silvio Savarese, Manmohan Chandraker

1606.03558

Deep Imitative Models for Flexible Inference, Planning, and Control

Nicholas Rhinehart, Rowan McAllister, Sergey Levine

1810.06544

Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding

Zehao Yu, Jia Zheng, Dongze Lian, Zihan Zhou, Shenghua Gao

1902.09777

DUSt3R: Geometric 3D Vision Made Easy

Shuzhe Wang, Vincent Leroy, Yohann Cabon, Boris Chidlovskii, Jerome Revaud

2312.14132

MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering

Jingqun Tang, Qi Liu, Yongjie Ye, Jinghui Lu, Shu Wei, Chunhui Lin, Wanqing Li, Mohamad Fitri Faiz Bin Mahmood, Hao Feng, Zhen Zhao, Yangfan He, Kuan Lu, Yanjie Wang, Yuliang Liu, Hao Liu, Xiang Bai, Can Huang

2405.11985

Real-time Convolutional Neural Networks for Emotion and Gender Classification

Octavio Arriaga, Matias Valdenegro-Toro, Paul Plöger

1710.07557

3D Guided Fine-Grained Face Manipulation

Zhenglin Geng, Chen Cao, Sergey Tulyakov

1902.08900

Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras

Ariel Gordon, Hanhan Li, Rico Jonschkowski, Anelia Angelova

1904.04998

3D-ZeF: A 3D Zebrafish Tracking Benchmark Dataset

Malte Pedersen, Joakim Bruslund Haurum, Stefan Hein Bengtson, Thomas B. Moeslund

2006.08466

FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence

Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn

1702.00926

Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering

Medhini Narasimhan, Alexander G. Schwing

1809.01124

Unrestricted Facial Geometry Reconstruction Using Image-to-Image Translation

Matan Sela, Elad Richardson, Ron Kimmel

1703.10131

Look Wide and Interpret Twice: Improving Performance on Interactive Instruction-following Tasks

Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani

2106.00596

Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks

Wenguan Wang, Xiankai Lu, Jianbing Shen, David Crandall, Ling Shao

2001.06807

ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings

Arjun Majumdar, Gunjan Aggarwal, Bhavika Devnani, Judy Hoffman, Dhruv Batra

2206.12403

Progressive Domain Adaptation for Object Detection

Han-Kai Hsu, Chun-Han Yao, Yi-Hsuan Tsai, Wei-Chih Hung, Hung-Yu Tseng, Maneesh Singh, Ming-Hsuan Yang

1910.11319

Instance-aware Image and Sentence Matching with Selective Multimodal LSTM

Yan Huang, Wei Wang, Liang Wang

1611.05588

Classifying the classifier: dissecting the weight space of neural networks

Gabriel Eilertsen, Daniel Jönsson, Timo Ropinski, Jonas Unger, Anders Ynnerman

2002.05688

Learning Blind Video Temporal Consistency

Wei-Sheng Lai, Jia-Bin Huang, Oliver Wang, Eli Shechtman, Ersin Yumer, Ming-Hsuan Yang

1808.00449

GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models

Chen Liang, Wenguan Wang, Jiaxu Miao, Yi Yang

2210.02025

RATT: Recurrent Attention to Transient Tasks for Continual Image Captioning

Riccardo Del Chiaro, Bartłomiej Twardowski, Andrew D. Bagdanov, Joost van de Weijer

2007.06271

A Comprehensive Study of Class Incremental Learning Algorithms for Visual Tasks

Eden Belouadah, Adrian Popescu, Ioannis Kanellos

2011.01844

FlowTok: Flowing Seamlessly Across Text and Image Tokens

Ju He, Qihang Yu, Qihao Liu, Liang-Chieh Chen

2503.10772

Supervised Discrete Hashing

Fumin Shen, Chunhua Shen, Wei Liu, Heng Tao Shen

1503.01557

A Large Contextual Dataset for Classification, Detection and Counting of Cars with Deep Learning

T. Nathan Mundhenk, Goran Konjevod, Wesam A. Sakla, Kofi Boakye

1609.04453

Neural Point Cloud Rendering via Multi-Plane Projection

Peng Dai, Yinda Zhang, Zhuwen Li, Shuaicheng Liu, Bing Zeng

1912.04645

Robotic Telekinesis: Learning a Robotic Hand Imitator by Watching Humans on Youtube

Aravind Sivakumar, Kenneth Shaw, Deepak Pathak

2202.10448

Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction

Dan Xu, Wanli Ouyang, Xavier Alameda-Pineda, Elisa Ricci, Xiaogang Wang, Nicu Sebe

1801.00524

LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

Shilong Liu, Hao Cheng, Haotian Liu, Hao Zhang, Feng Li, Tianhe Ren, Xueyan Zou, Jianwei Yang, Hang Su, Jun Zhu, Lei Zhang, Jianfeng Gao, Chunyuan Li

2311.05437

Unsupervised convolutional neural networks for motion estimation

Aria Ahmadi, Ioannis Patras

1601.06087

MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation

Yanzuo Lu, Meng Shen, Andy J Ma, Xiaohua Xie, Jian-Huang Lai

2312.07871

Bag of Tricks for Adversarial Training

Tianyu Pang, Xiao Yang, Yinpeng Dong, Hang Su, Jun Zhu

2010.00467

Learning Perceptual Inference by Contrasting

Chi Zhang, Baoxiong Jia, Feng Gao, Yixin Zhu, Hongjing Lu, Song-Chun Zhu

1912.00086

Spatially Aware Multimodal Transformers for TextVQA

Yash Kant, Dhruv Batra, Peter Anderson, Alex Schwing, Devi Parikh, Jiasen Lu, Harsh Agrawal

2007.12146

On the Effects of Batch and Weight Normalization in Generative Adversarial Networks

Sitao Xiang, Hao Li

1704.03971

CREST: Convolutional Residual Learning for Visual Tracking

Yibing Song, Chao Ma, Lijun Gong, Jiawei Zhang, Rynson Lau, Ming-Hsuan Yang

1708.00225

Learning to Detect Violent Videos using Convolutional Long Short-Term Memory

Swathikiran Sudhakaran, Oswald Lanz

1709.06531

LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling

Yaohua Zha, Naiqi Li, Yanzi Wang, Tao Dai, Hang Guo, Bin Chen, Zhi Wang, Zhihao Ouyang, Shu-Tao Xia

2405.17149

Single-Stage Semantic Segmentation from Image Labels

Nikita Araslanov, Stefan Roth

2005.08104

V4D:4D Convolutional Neural Networks for Video-level Representation Learning

Shiwen Zhang, Sheng Guo, Weilin Huang, Matthew R. Scott, Limin Wang

2002.07442

Review of Large Vision Models and Visual Prompt Engineering

Jiaqi Wang, Zhengliang Liu, Lin Zhao, Zihao Wu, Chong Ma, Sigang Yu, Haixing Dai, Qiushi Yang, Yiheng Liu, Songyao Zhang, Enze Shi, Yi Pan, Tuo Zhang, Dajiang Zhu, Xiang Li, Xi Jiang, Bao Ge, Yixuan Yuan, Dinggang Shen, Tianming Liu, Shu Zhang

2307.00855

Convolutional Tensor-Train LSTM for Spatio-temporal Learning

Jiahao Su, Wonmin Byeon, Jean Kossaifi, Furong Huang, Jan Kautz, Animashree Anandkumar

2002.09131

Inverting Gradients -- How easy is it to break privacy in federated learning?

Jonas Geiping, Hartmut Bauermeister, Hannah Dröge, Michael Moeller

2003.14053

Toward Geometric Deep SLAM

Daniel DeTone, Tomasz Malisiewicz, Andrew Rabinovich

1707.07410

Convolutional neural network architecture for geometric matching

Ignacio Rocco, Relja Arandjelović, Josef Sivic

1703.05593

Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models

Chenfeng Xu, Shijia Yang, Tomer Galanti, Bichen Wu, Xiangyu Yue, Bohan Zhai, Wei Zhan, Peter Vajda, Kurt Keutzer, Masayoshi Tomizuka

2106.04180

HAKE: Human Activity Knowledge Engine

Yong-Lu Li, Liang Xu, Xinpeng Liu, Xijie Huang, Yue Xu, Mingyang Chen, Ze Ma, Shiyi Wang, Hao-Shu Fang, Cewu Lu

1904.06539

Large-Scale Visual Relationship Understanding

Ji Zhang, Yannis Kalantidis, Marcus Rohrbach, Manohar Paluri, Ahmed Elgammal, Mohamed Elhoseiny

1804.10660

DELTAR: Depth Estimation from a Light-weight ToF Sensor and RGB Image

Yijin Li, Xinyang Liu, Wenqi Dong, Han Zhou, Hujun Bao, Guofeng Zhang, Yinda Zhang, Zhaopeng Cui

2209.13362

Does Thermal Really Always Matter for RGB-T Salient Object Detection?

Runmin Cong, Kepu Zhang, Chen Zhang, Feng Zheng, Yao Zhao, Qingming Huang, Sam Kwong

2210.04266

Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference

Xiaofeng Liu, Bo Hu, Linghao Jin, Xu Han, Fangxu Xing, Jinsong Ouyang, Jun Lu, Georges EL Fakhri, Jonghye Woo

2107.10931

CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion

Xinjing Cheng, Peng Wang, Chenye Guan, Ruigang Yang

1911.05377

Content Adaptive and Error Propagation Aware Deep Video Compression

Guo Lu, Chunlei Cai, Xiaoyun Zhang, Li Chen, Wanli Ouyang, Dong Xu, Zhiyong Gao

2003.11282

StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story Continuation

Adyasha Maharana, Darryl Hannan, Mohit Bansal

2209.06192

ReasonGen-R1: CoT for Autoregressive Image generation models through SFT and RL

Yu Zhang, Yunqi Li, Yifan Yang, Rui Wang, Yuqing Yang, Dai Qi, Jianmin Bao, Dongdong Chen, Chong Luo, Lili Qiu

2505.24875

Learning Visual Clothing Style with Heterogeneous Dyadic Co-occurrences

Andreas Veit, Balazs Kovacs, Sean Bell, Julian McAuley, Kavita Bala, Serge Belongie

1509.07473

Accelerating 3D Deep Learning with PyTorch3D

Nikhila Ravi, Jeremy Reizenstein, David Novotny, Taylor Gordon, Wan-Yen Lo, Justin Johnson, Georgia Gkioxari

2007.08501

Learning from Noisy Labels with Deep Neural Networks: A Survey

Hwanjun Song, Minseok Kim, Dongmin Park, Yooju Shin, Jae-Gil Lee

2007.08199

Deep Learning for Tactile Understanding From Visual and Haptic Data

Yang Gao, Lisa Anne Hendricks, Katherine J. Kuchenbecker, Trevor Darrell

1511.06065

Recursive Recurrent Nets with Attention Modeling for OCR in the Wild

Chen-Yu Lee, Simon Osindero

1603.03101

Learning to Generate Novel Domains for Domain Generalization

Kaiyang Zhou, Yongxin Yang, Timothy Hospedales, Tao Xiang

2007.03304

VRSTC: Occlusion-Free Video Person Re-Identification

Ruibing Hou, Bingpeng Ma, Hong Chang, Xinqian Gu, Shiguang Shan, Xilin Chen

1907.08427

Fast Point Cloud Generation with Straight Flows

Lemeng Wu, Dilin Wang, Chengyue Gong, Xingchao Liu, Yunyang Xiong, Rakesh Ranjan, Raghuraman Krishnamoorthi, Vikas Chandra, Qiang Liu

2212.01747

Progressive Domain Expansion Network for Single Domain Generalization

Lei Li, Ke Gao, Juan Cao, Ziyao Huang, Yepeng Weng, Xiaoyue Mi, Zhengze Yu, Xiaoya Li, Boyang xia

2103.16050

CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models

Junho Kim, Hyunjun Kim, Yeonju Kim, Yong Man Ro

2406.01920

MetaPoison: Practical General-purpose Clean-label Data Poisoning

W. Ronny Huang, Jonas Geiping, Liam Fowl, Gavin Taylor, Tom Goldstein

2004.00225

NIFTY: Neural Object Interaction Fields for Guided Human Motion Synthesis

Nilesh Kulkarni, Davis Rempe, Kyle Genova, Abhijit Kundu, Justin Johnson, David Fouhey, Leonidas Guibas

2307.07511

Flow Fields: Dense Correspondence Fields for Highly Accurate Large Displacement Optical Flow Estimation

Christian Bailer, Bertram Taetz, Didier Stricker

1508.05151

Can I Trust Your Answer? Visually Grounded Video Question Answering

Junbin Xiao, Angela Yao, Yicong Li, Tat Seng Chua

2309.01327

A Recurrent Encoder-Decoder Network for Sequential Face Alignment

Xi Peng, Rogerio S. Feris, Xiaoyu Wang, Dimitris N. Metaxas

1608.05477

Object Detection in 20 Years: A Survey

Zhengxia Zou, Keyan Chen, Zhenwei Shi, Yuhong Guo, Jieping Ye

1905.05055

ABD-Net: Attentive but Diverse Person Re-Identification

Tianlong Chen, Shaojin Ding, Jingyi Xie, Ye Yuan, Wuyang Chen, Yang Yang, Zhou Ren, Zhangyang Wang

1908.01114

ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data

Di Qi, Lin Su, Jia Song, Edward Cui, Taroon Bharti, Arun Sacheti

2001.07966

Exploiting Sparse Semantic HD Maps for Self-Driving Vehicle Localization

Wei-Chiu Ma, Ignacio Tartavull, Ioan Andrei Bârsan, Shenlong Wang, Min Bai, Gellert Mattyus, Namdar Homayounfar, Shrinidhi Kowshika Lakshmikanth, Andrei Pokrovsky, Raquel Urtasun

1908.03274

Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training

Gen Luo, Xue Yang, Wenhan Dou, Zhaokai Wang, Jiawen Liu, Jifeng Dai, Yu Qiao, Xizhou Zhu

2410.08202

StyleGAN of All Trades: Image Manipulation with Only Pretrained StyleGAN

Min Jin Chong, Hsin-Ying Lee, David Forsyth

2111.01619

A Wigner-Eckart Theorem for Group Equivariant Convolution Kernels

Leon Lang, Maurice Weiler

2010.10952

Dynamic Curriculum Learning for Imbalanced Data Classification

Yiru Wang, Weihao Gan, Jie Yang, Wei Wu, Junjie Yan

1901.06783

Learning Cross-Modal Deep Representations for Robust Pedestrian Detection

Dan Xu, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe

1704.02431

Interaction-and-Aggregation Network for Person Re-identification

Ruibing Hou, Bingpeng Ma, Hong Chang, Xinqian Gu, Shiguang Shan, Xilin Chen

1907.08435

High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks

Haohan Wang, Xindi Wu, Zeyi Huang, Eric P. Xing

1905.13545

SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous Driving

Bichen Wu, Alvin Wan, Forrest Iandola, Peter H. Jin, Kurt Keutzer

1612.01051

Lip Movements Generation at a Glance

Lele Chen, Zhiheng Li, Ross K. Maddox, Zhiyao Duan, Chenliang Xu

1803.10404

End-to-End Incremental Learning

Francisco M. Castro, Manuel J. Marín-Jiménez, Nicolás Guil, Cordelia Schmid, Karteek Alahari

1807.09536

Fast Face-swap Using Convolutional Neural Networks

Iryna Korshunova, Wenzhe Shi, Joni Dambre, Lucas Theis

1611.09577

Efficient Semantic Scene Completion Network with Spatial Group Convolution

Jiahui Zhang, Hao Zhao, Anbang Yao, Yurong Chen, Li Zhang, Hongen Liao

1907.05091

Robust Learning Through Cross-Task Consistency

Amir Zamir, Alexander Sax, Teresa Yeo, Oğuzhan Kar, Nikhil Cheerla, Rohan Suri, Zhangjie Cao, Jitendra Malik, Leonidas Guibas

2006.04096

Improved Adversarial Systems for 3D Object Generation and Reconstruction

Edward Smith, David Meger

1707.09557

Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose

Hongsuk Choi, Gyeongsik Moon, Kyoung Mu Lee

2008.09047

Learning to Learn with Variational Information Bottleneck for Domain Generalization

Yingjun Du, Jun Xu, Huan Xiong, Qiang Qiu, Xiantong Zhen, Cees G. M. Snoek, Ling Shao

2007.07645

HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation

Bo Cheng, Yuhang Ma, Liebucha Wu, Shanyuan Liu, Ao Ma, Xiaoyu Wu, Dawei Leng, Yuhui Yin

2410.14324

It Is Not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction

Karttikeya Mangalam, Harshayu Girase, Shreyas Agarwal, Kuan-Hui Lee, Ehsan Adeli, Jitendra Malik, Adrien Gaidon

2004.02025

AI Choreographer: Music Conditioned 3D Dance Generation with AIST++

Ruilong Li, Shan Yang, David A. Ross, Angjoo Kanazawa

2101.08779

Pri3D: Can 3D Priors Help 2D Representation Learning?

Ji Hou, Saining Xie, Benjamin Graham, Angela Dai, Matthias Nießner

2104.11225

Multi-View Matrix Completion for Multi-Label Image Classification

Yong Luo, Tongliang Liu, Dacheng Tao, Chao Xu

1904.03901

Query-Efficient Black-box Adversarial Attacks Guided by a Transfer-based Prior

Yinpeng Dong, Shuyu Cheng, Tianyu Pang, Hang Su, Jun Zhu

2203.06560

When Does Self-supervision Improve Few-shot Learning?

Jong-Chyi Su, Subhransu Maji, Bharath Hariharan

1910.03560

GLaMM: Pixel Grounding Large Multimodal Model

Hanoona Rasheed, Muhammad Maaz, Sahal Shaji Mullappilly, Abdelrahman Shaker, Salman Khan, Hisham Cholakkal, Rao M. Anwer, Erix Xing, Ming-Hsuan Yang, Fahad S. Khan

2311.03356

Perceive, Predict, and Plan: Safe Motion Planning Through Interpretable Semantic Representations

Abbas Sadat, Sergio Casas, Mengye Ren, Xinyu Wu, Pranaab Dhawan, Raquel Urtasun

2008.05930

3D Siamese Voxel-to-BEV Tracker for Sparse Point Clouds

Le Hui, Lingpeng Wang, Mingmei Cheng, Jin Xie, Jian Yang

2111.04426

Virtual to Real Reinforcement Learning for Autonomous Driving

Xinlei Pan, Yurong You, Ziyan Wang, Cewu Lu

1704.03952

CineMaster: A 3D-Aware and Controllable Framework for Cinematic Text-to-Video Generation

Qinghe Wang, Yawen Luo, Xiaoyu Shi, Xu Jia, Huchuan Lu, Tianfan Xue, Xintao Wang, Pengfei Wan, Di Zhang, Kun Gai

2502.08639

Deep Learning Face Attributes in the Wild

Ziwei Liu, Ping Luo, Xiaogang Wang, Xiaoou Tang

1411.7766

Style Aggregated Network for Facial Landmark Detection

Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang

1803.04108

Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions?

Yang Chen, Hexiang Hu, Yi Luan, Haitian Sun, Soravit Changpinyo, Alan Ritter, Ming-Wei Chang

2302.11713

PolyGen: An Autoregressive Generative Model of 3D Meshes

Charlie Nash, Yaroslav Ganin, S. M. Ali Eslami, Peter W. Battaglia

2002.10880

MLVU: Benchmarking Multi-task Long Video Understanding

Junjie Zhou, Yan Shu, Bo Zhao, Boya Wu, Zhengyang Liang, Shitao Xiao, Minghao Qin, Xi Yang, Yongping Xiong, Bo Zhang, Tiejun Huang, Zheng Liu

2406.04264

Generalized Zero-Shot Recognition based on Visually Semantic Embedding

Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama

1811.07993

SalsaNext: Fast, Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving

Tiago Cortinhal, George Tzelepis, Eren Erdal Aksoy

2003.03653

Learned Initializations for Optimizing Coordinate-Based Neural Representations

Matthew Tancik, Ben Mildenhall, Terrance Wang, Divi Schmidt, Pratul P. Srinivasan, Jonathan T. Barron, Ren Ng

2012.02189

Learning Structured Inference Neural Networks with Label Relations

Hexiang Hu, Guang-Tong Zhou, Zhiwei Deng, Zicheng Liao, Greg Mori

1511.05616

DIODE: A Dense Indoor and Outdoor DEpth Dataset

Igor Vasiljevic, Nick Kolkin, Shanyi Zhang, Ruotian Luo, Haochen Wang, Falcon Z. Dai, Andrea F. Daniele, Mohammadreza Mostajabi, Steven Basart, Matthew R. Walter, Gregory Shakhnarovich

1908.00463

ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts

Mu Cai, Haotian Liu, Dennis Park, Siva Karthik Mustikovela, Gregory P. Meyer, Yuning Chai, Yong Jae Lee

2312.00784

Learning to Hallucinate Face Images via Component Generation and Enhancement

Yibing Song, Jiawei Zhang, Shengfeng He, Linchao Bao, Qingxiong Yang

1708.00223

Are Vision Transformers Robust to Spurious Correlations?

Soumya Suvra Ghosal, Yifei Ming, Yixuan Li

2203.09125

Anomaly Detection in Video Using Predictive Convolutional Long Short-Term Memory Networks

Jefferson Ryan Medel, Andreas Savakis

1612.00390

SAMAug: Point Prompt Augmentation for Segment Anything Model

Haixing Dai, Chong Ma, Zhiling Yan, Zhengliang Liu, Enze Shi, Yiwei Li, Peng Shu, Xiaozheng Wei, Lin Zhao, Zihao Wu, Fang Zeng, Dajiang Zhu, Wei Liu, Quanzheng Li, Lichao Sun, Shu Zhang Tianming Liu, Xiang Li

2307.01187

Deep Imbalanced Attribute Classification using Visual Attention Aggregation

Nikolaos Sarafianos, Xiang Xu, Ioannis A. Kakadiaris

1807.03903

Monocular Real-Time Volumetric Performance Capture

Ruilong Li, Yuliang Xiu, Shunsuke Saito, Zeng Huang, Kyle Olszewski, Hao Li

2007.13988

Memory-augmented Dense Predictive Coding for Video Representation Learning

Tengda Han, Weidi Xie, Andrew Zisserman

2008.01065

Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition

Yuxin Chen, Ziqi Zhang, Chunfeng Yuan, Bing Li, Ying Deng, Weiming Hu

2107.12213

Spatial-Temporal Person Re-identification

Guangcong Wang, Jianhuang Lai, Peigen Huang, Xiaohua Xie

1812.03282

HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh Recovery

Jiefeng Li, Siyuan Bian, Chao Xu, Zhicun Chen, Lixin Yang, Cewu Lu

2304.05690

Zorro: the masked multimodal transformer

Adrià Recasens, Jason Lin, Joāo Carreira, Drew Jaegle, Luyu Wang, Jean-baptiste Alayrac, Pauline Luc, Antoine Miech, Lucas Smaira, Ross Hemsley, Andrew Zisserman

2301.09595

Unsupervised Multi-modal Neural Machine Translation

Yuanhang Su, Kai Fan, Nguyen Bach, C. -C. Jay Kuo, Fei Huang

1811.11365

GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration

Sunan He, Yuxiang Nie, Hongmei Wang, Shu Yang, Yihui Wang, Zhiyuan Cai, Zhixuan Chen, Yingxue Xu, Luyang Luo, Huiling Xiang, Xi Lin, Mingxiang Wu, Yifan Peng, George Shih, Ziyang Xu, Xian Wu, Qiong Wang, Ronald Cheong Kin Chan, Varut Vardhanabhuti, Winnie Chiu Wing Chu, Yefeng Zheng, Pranav Rajpurkar, Kang Zhang, Hao Chen

2404.15127

Learning Steerable Filters for Rotation Equivariant CNNs

Maurice Weiler, Fred A. Hamprecht, Martin Storath

1711.07289

Deep learning from crowds

Filipe Rodrigues, Francisco Pereira

1709.01779

Universal Guidance for Diffusion Models

Arpit Bansal, Hong-Min Chu, Avi Schwarzschild, Soumyadip Sengupta, Micah Goldblum, Jonas Geiping, Tom Goldstein

2302.07121

MU-GAN: Facial Attribute Editing based on Multi-attention Mechanism

Ke Zhang, Yukun Su, Xiwang Guo, Liang Qi, Zhenbing Zhao

2009.04177

ModaNet: A Large-Scale Street Fashion Dataset with Polygon Annotations

Shuai Zheng, Fan Yang, M. Hadi Kiapour, Robinson Piramuthu

1807.01394

Transformer Interpretability Beyond Attention Visualization

Hila Chefer, Shir Gur, Lior Wolf

2012.09838

Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining

Dongyang Liu, Shitian Zhao, Le Zhuo, Weifeng Lin, Yi Xin, Xinyue Li, Qi Qin, Yu Qiao, Hongsheng Li, Peng Gao

2408.02657

Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification

Justin Salamon, Juan Pablo Bello

1608.04363

NeuralFusion: Online Depth Fusion in Latent Space

Silvan Weder, Johannes L. Schönberger, Marc Pollefeys, Martin R. Oswald

2011.14791

Uncertainty-Aware CNNs for Depth Completion: Uncertainty from Beginning to End

Abdelrahman Eldesokey, Michael Felsberg, Karl Holmquist, Mikael Persson

2006.03349

Occluded Prohibited Items Detection: an X-ray Security Inspection Benchmark and De-occlusion Attention Module

Yanlu Wei, Renshuai Tao, Zhangjie Wu, Yuqing Ma, Libo Zhang, Xianglong Liu

2004.08656

ViM: Out-Of-Distribution with Virtual-logit Matching

Haoqi Wang, Zhizhong Li, Litong Feng, Wayne Zhang

2203.10807

Object Detection with Deep Learning: A Review

Zhong-Qiu Zhao, Peng Zheng, Shou-tao Xu, Xindong Wu

1807.05511

Adaptive Sampling Towards Fast Graph Representation Learning

Wenbing Huang, Tong Zhang, Yu Rong, Junzhou Huang

1809.05343

RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening

Sungha Choi, Sanghun Jung, Huiwon Yun, Joanne Kim, Seungryong Kim, Jaegul Choo

2103.15597

Learning from Maps: Visual Common Sense for Autonomous Driving

Ari Seff, Jianxiong Xiao

1611.08583

Co-Evolutionary Compression for Unpaired Image Translation

Han Shu, Yunhe Wang, Xu Jia, Kai Han, Hanting Chen, Chunjing Xu, Qi Tian, Chang Xu

1907.10804

Low-bit Quantization of Neural Networks for Efficient Inference

Yoni Choukroun, Eli Kravchik, Fan Yang, Pavel Kisilev

1902.06822

BiPointNet: Binary Neural Network for Point Clouds

Haotong Qin, Zhongang Cai, Mingyuan Zhang, Yifu Ding, Haiyu Zhao, Shuai Yi, Xianglong Liu, Hao Su

2010.05501

Hydra Attention: Efficient Attention with Many Heads

Daniel Bolya, Cheng-Yang Fu, Xiaoliang Dai, Peizhao Zhang, Judy Hoffman

2209.07484

Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation

Yuenan Hou, Xinge Zhu, Yuexin Ma, Chen Change Loy, Yikang Li

2206.02099

Large Scale Transfer Learning for Differentially Private Image Classification

Harsh Mehta, Abhradeep Thakurta, Alexey Kurakin, Ashok Cutkosky

2205.02973

SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping

Austin Stone, Daniel Maurer, Alper Ayvaci, Anelia Angelova, Rico Jonschkowski

2105.07014

Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation

Sucheng Ren, Qihang Yu, Ju He, Xiaohui Shen, Alan Yuille, Liang-Chieh Chen

2502.20388

NeuMan: Neural Human Radiance Field from a Single Video

Wei Jiang, Kwang Moo Yi, Golnoosh Samei, Oncel Tuzel, Anurag Ranjan

2203.12575

ApolloCar3D: A Large 3D Car Instance Understanding Benchmark for Autonomous Driving

Xibin Song, Peng Wang, Dingfu Zhou, Rui Zhu, Chenye Guan, Yuchao Dai, Hao Su, Hongdong Li, Ruigang Yang

1811.12222

QEBA: Query-Efficient Boundary-Based Blackbox Attack

Huichen Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li

2005.14137

Deep Unfolding Network for Image Super-Resolution

Kai Zhang, Luc Van Gool, Radu Timofte

2003.10428

Learning-Based Animation of Clothing for Virtual Try-On

Igor Santesteban, Miguel A. Otaduy, Dan Casas

1903.07190

Block-NeRF: Scalable Large Scene Neural View Synthesis

Matthew Tancik, Vincent Casser, Xinchen Yan, Sabeek Pradhan, Ben Mildenhall, Pratul P. Srinivasan, Jonathan T. Barron, Henrik Kretzschmar

2202.05263

Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More

Feng Wang, Yaodong Yu, Guoyizhe Wei, Wei Shao, Yuyin Zhou, Alan Yuille, Cihang Xie

2502.03738

From Play to Policy: Conditional Behavior Generation from Uncurated Robot Data

Zichen Jeff Cui, Yibin Wang, Nur Muhammad Mahi Shafiullah, Lerrel Pinto

2210.10047

Semantically Coherent Out-of-Distribution Detection

Jingkang Yang, Haoqi Wang, Litong Feng, Xiaopeng Yan, Huabin Zheng, Wayne Zhang, Ziwei Liu

2108.11941

Recurrent 3D Pose Sequence Machines

Mude Lin, Liang Lin, Xiaodan Liang, Keze Wang, Hui Cheng

1707.09695

Learning Video Object Segmentation from Unlabeled Videos

Xiankai Lu, Wenguan Wang, Jianbing Shen, Yu-Wing Tai, David Crandall, Steven C. H. Hoi

2003.05020

Context Prior for Scene Segmentation

Changqian Yu, Jingbo Wang, Changxin Gao, Gang Yu, Chunhua Shen, Nong Sang

2004.01547

Visual Tuning

Bruce X. B. Yu, Jianlong Chang, Haixin Wang, Lingbo Liu, Shijie Wang, Zhiyu Wang, Junfan Lin, Lingxi Xie, Haojie Li, Zhouchen Lin, Qi Tian, Chang Wen Chen

2305.06061

PersFormer: 3D Lane Detection via Perspective Transformer and the OpenLane Benchmark

Li Chen, Chonghao Sima, Yang Li, Zehan Zheng, Jiajie Xu, Xiangwei Geng, Hongyang Li, Conghui He, Jianping Shi, Yu Qiao, Junchi Yan

2203.11089

Digital image splicing detection based on Markov features in QDCT and QWT domain

Ruxin Wang, Wei Lu, Shijun Xiang, Xianfeng Zhao, Jinwei Wang

1708.08245

Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos

Mingfei Han, Linjie Yang, Xiaojun Chang, Lina Yao, Heng Wang

2312.10300

Chasing Ghosts: Instruction Following as Bayesian State Tracking

Peter Anderson, Ayush Shrivastava, Devi Parikh, Dhruv Batra, Stefan Lee

1907.02022

The Mythos of Model Interpretability

Zachary C. Lipton

1606.03490

Domain Separation Networks

Konstantinos Bousmalis, George Trigeorgis, Nathan Silberman, Dilip Krishnan, Dumitru Erhan

1608.06019

RoHM: Robust Human Motion Reconstruction via Diffusion

Siwei Zhang, Bharat Lal Bhatnagar, Yuanlu Xu, Alexander Winkler, Petr Kadlecek, Siyu Tang, Federica Bogo

2401.08570

Task-customized Masked AutoEncoder via Mixture of Cluster-conditional Experts

Zhili Liu, Kai Chen, Jianhua Han, Lanqing Hong, Hang Xu, Zhenguo Li, James T. Kwok

2402.05382

PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation

Yang Zhang, Zixiang Zhou, Philip David, Xiangyu Yue, Zerong Xi, Boqing Gong, Hassan Foroosh

2003.14032

Rethinking the Value of Network Pruning

Zhuang Liu, Mingjie Sun, Tinghui Zhou, Gao Huang, Trevor Darrell

1810.05270

NuScenes-MQA: Integrated Evaluation of Captions and QA for Autonomous Driving Datasets using Markup Annotations

Yuichi Inoue, Yuki Yada, Kotaro Tanahashi, Yu Yamaguchi

2312.06352

Equivariant Neural Rendering

Emilien Dupont, Miguel Angel Bautista, Alex Colburn, Aditya Sankar, Carlos Guestrin, Josh Susskind, Qi Shan

2006.07630

Detecting Oriented Text in Natural Images by Linking Segments

Baoguang Shi, Xiang Bai, Serge Belongie

1703.06520

MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking

Laura Leal-Taixé, Anton Milan, Ian Reid, Stefan Roth, Konrad Schindler

1504.01942

ChoreoNet: Towards Music to Dance Synthesis with Choreographic Action Unit

Zijie Ye, Haozhe Wu, Jia Jia, Yaohua Bu, Wei Chen, Fanbo Meng, Yanfeng Wang

2009.07637

Deconvolving Images with Unknown Boundaries Using the Alternating Direction Method of Multipliers

Mariana S. C. Almeida, Mário A. T. Figueiredo

1210.2687

A Photometrically Calibrated Benchmark For Monocular Visual Odometry

Jakob Engel, Vladyslav Usenko, Daniel Cremers

1607.02555

No RL, No Simulation: Learning to Navigate without Navigating

Meera Hahn, Devendra Chaplot, Shubham Tulsiani, Mustafa Mukadam, James M. Rehg, Abhinav Gupta

2110.09470

Gaussian Process Morphable Models

Marcel Lüthi, Christoph Jud, Thomas Gerig, Thomas Vetter

1603.07254

daVinciNet: Joint Prediction of Motion and Surgical State in Robot-Assisted Surgery

Yidan Qin, Seyedshams Feyzabadi, Max Allan, Joel W. Burdick, Mahdi Azizian

2009.11937

Simultaneous Feature Learning and Hash Coding with Deep Neural Networks

Hanjiang Lai, Yan Pan, Ye Liu, Shuicheng Yan

1504.03410

Learning by Watching: Physical Imitation of Manipulation Skills from Human Videos

Haoyu Xiong, Quanzhou Li, Yun-Chun Chen, Homanga Bharadhwaj, Samarth Sinha, Animesh Garg

2101.07241

Semantic Driven Multi-Camera Pedestrian Detection

Alejandro López-Cifuentes, Marcos Escudero-Viñolo, Jesús Bescós, Pablo Carballeira

1812.10779

f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning

Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata

1903.10132

Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias

Krishna Kumar Singh, Dhruv Mahajan, Kristen Grauman, Yong Jae Lee, Matt Feiszli, Deepti Ghadiyaram

2001.03152

SUDS: Scalable Urban Dynamic Scenes

Haithem Turki, Jason Y. Zhang, Francesco Ferroni, Deva Ramanan

2303.14536

Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis

Yanzuo Lu, Manlin Zhang, Andy J Ma, Xiaohua Xie, Jian-Huang Lai

2402.18078

PointAugment: an Auto-Augmentation Framework for Point Cloud Classification

Ruihui Li, Xianzhi Li, Pheng-Ann Heng, Chi-Wing Fu

2002.10876

Dynamic Contrastive Distillation for Image-Text Retrieval

Jun Rao, Liang Ding, Shuhan Qi, Meng Fang, Yang Liu, Li Shen, Dacheng Tao

2207.01426

DanceFormer: Music Conditioned 3D Dance Generation with Parametric Motion Transformer

Buyu Li, Yongchi Zhao, Zhelun Shi, Lu Sheng

2103.10206

Hierarchical Object-oriented Spatio-Temporal Reasoning for Video Question Answering

Long Hoang Dang, Thao Minh Le, Vuong Le, Truyen Tran

2106.13432

Causal Attention for Unbiased Visual Recognition

Tan Wang, Chang Zhou, Qianru Sun, Hanwang Zhang

2108.08782

CLIP-FO3D: Learning Free Open-world 3D Scene Representations from 2D Dense CLIP

Junbo Zhang, Runpei Dong, Kaisheng Ma

2303.04748

Self-Supervised Siamese Learning on Stereo Image Pairs for Depth Estimation in Robotic Surgery

Menglong Ye, Edward Johns, Ankur Handa, Lin Zhang, Philip Pratt, Guang-Zhong Yang

1705.08260

Blind Face Restoration via Deep Multi-scale Component Dictionaries

Xiaoming Li, Chaofeng Chen, Shangchen Zhou, Xianhui Lin, Wangmeng Zuo, Lei Zhang

2008.00418

Apollo: An Exploration of Video Understanding in Large Multimodal Models

Orr Zohar, Xiaohan Wang, Yann Dubois, Nikhil Mehta, Tong Xiao, Philippe Hansen-Estruch, Licheng Yu, Xiaofang Wang, Felix Juefei-Xu, Ning Zhang, Serena Yeung-Levy, Xide Xia

2412.10360

Boundary-Aware Segmentation Network for Mobile and Web Applications

Xuebin Qin, Deng-Ping Fan, Chenyang Huang, Cyril Diagne, Zichen Zhang, Adrià Cabeza Sant'Anna, Albert Suàrez, Martin Jagersand, Ling Shao

2101.04704

Building a Regular Decision Boundary with Deep Networks

Edouard Oyallon

1703.01775

Towards High-fidelity Nonlinear 3D Face Morphable Model

Luan Tran, Feng Liu, Xiaoming Liu

1904.04933

Deep Face Recognition: A Survey

Mei Wang, Weihong Deng

1804.06655

CG-HOI: Contact-Guided 3D Human-Object Interaction Generation

Christian Diller, Angela Dai

2311.16097

Towards Non-I.I.D. and Invisible Data with FedNAS: Federated Deep Learning via Neural Architecture Search

Chaoyang He, Murali Annavaram, Salman Avestimehr

2004.08546

Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks

Xizhou Zhu, Jinguo Zhu, Hao Li, Xiaoshi Wu, Xiaogang Wang, Hongsheng Li, Xiaohua Wang, Jifeng Dai

2112.01522

UniSim: A Neural Closed-Loop Sensor Simulator

Ze Yang, Yun Chen, Jingkang Wang, Sivabalan Manivasagam, Wei-Chiu Ma, Anqi Joyce Yang, Raquel Urtasun

2308.01898

Learning an Effective Equivariant 3D Descriptor Without Supervision

Riccardo Spezialetti, Samuele Salti, Luigi Di Stefano

1909.06887

SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks

Bo Li, Wei Wu, Qiang Wang, Fangyi Zhang, Junliang Xing, Junjie Yan

1812.11703

Residual Dense Network for Image Restoration

Yulun Zhang, Yapeng Tian, Yu Kong, Bineng Zhong, Yun Fu

1812.10477

Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis

Xihui Liu, Guojun Yin, Jing Shao, Xiaogang Wang, Hongsheng Li

1910.06809

Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection

Dong Gong, Lingqiao Liu, Vuong Le, Budhaditya Saha, Moussa Reda Mansour, Svetha Venkatesh, Anton van den Hengel

1904.02639

The Distracting Control Suite -- A Challenging Benchmark for Reinforcement Learning from Pixels

Austin Stone, Oscar Ramirez, Kurt Konolige, Rico Jonschkowski

2101.02722

Potential Flow Generator with $L_2$ Optimal Transport Regularity for Generative Models

Liu Yang, George Em Karniadakis

1908.11462

Automatic Clipping: Differentially Private Deep Learning Made Easier and Stronger

Zhiqi Bu, Yu-Xiang Wang, Sheng Zha, George Karypis

2206.07136

GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation

Tong Wu, Guandao Yang, Zhibing Li, Kai Zhang, Ziwei Liu, Leonidas Guibas, Dahua Lin, Gordon Wetzstein

2401.04092

KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3D

Yiyi Liao, Jun Xie, Andreas Geiger

2109.13410

Fast Vision Transformers with HiLo Attention

Zizheng Pan, Jianfei Cai, Bohan Zhuang

2205.13213

Universal adversarial perturbations

Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard

1610.08401

Boosting Contrastive Self-Supervised Learning with False Negative Cancellation

Tri Huynh, Simon Kornblith, Matthew R. Walter, Michael Maire, Maryam Khademi

2011.11765

Panoptic 3D Scene Reconstruction From a Single RGB Image

Manuel Dahnert, Ji Hou, Matthias Nießner, Angela Dai

2111.02444

AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks

Chun-Chen Tu, Paishun Ting, Pin-Yu Chen, Sijia Liu, Huan Zhang, Jinfeng Yi, Cho-Jui Hsieh, Shin-Ming Cheng

1805.11770

Transformer Tracking

Xin Chen, Bin Yan, Jiawen Zhu, Dong Wang, Xiaoyun Yang, Huchuan Lu

2103.15436

Neural Voice Puppetry: Audio-driven Facial Reenactment

Justus Thies, Mohamed Elgharib, Ayush Tewari, Christian Theobalt, Matthias Nießner

1912.05566

Improved Lossy Image Compression with Priming and Spatially Adaptive Bit Rates for Recurrent Networks

Nick Johnston, Damien Vincent, David Minnen, Michele Covell, Saurabh Singh, Troy Chinen, Sung Jin Hwang, Joel Shor, George Toderici

1703.10114

PointFusion: Deep Sensor Fusion for 3D Bounding Box Estimation

Danfei Xu, Dragomir Anguelov, Ashesh Jain

1711.10871

Capture, Learning, and Synthesis of 3D Speaking Styles

Daniel Cudeiro, Timo Bolkart, Cassidy Laidlaw, Anurag Ranjan, Michael J. Black

1905.03079

Hierarchical Cross-Modal Talking Face Generationwith Dynamic Pixel-Wise Loss

Lele Chen, Ross K. Maddox, Zhiyao Duan, Chenliang Xu

1905.03820

Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction

Maosen Li, Siheng Chen, Yangheng Zhao, Ya Zhang, Yanfeng Wang, Qi Tian

2003.08802

Implicit 3D Orientation Learning for 6D Object Detection from RGB Images

Martin Sundermeyer, Zoltan-Csaba Marton, Maximilian Durner, Manuel Brucker, Rudolph Triebel

1902.01275

Deep Model-Based 6D Pose Refinement in RGB

Fabian Manhardt, Wadim Kehl, Nassir Navab, Federico Tombari

1810.03065

Attentive Generative Adversarial Network for Raindrop Removal from a Single Image

Rui Qian, Robby T. Tan, Wenhan Yang, Jiajun Su, Jiaying Liu

1711.10098

Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors

Zuxuan Wu, Ser-Nam Lim, Larry Davis, Tom Goldstein

1910.14667

Learning to Prompt for Vision-Language Models

Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu

2109.01134

TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes

Jingwei Huang, Haotian Zhang, Li Yi, Thomas Funkhouser, Matthias Nießner, Leonidas Guibas

1812.00020

Using a single RGB frame for real time 3D hand pose estimation in the wild

Paschalis Panteleris, Iason Oikonomidis, Antonis Argyros

1712.03866

Ask, Acquire, and Attack: Data-free UAP Generation using Class Impressions

Konda Reddy Mopuri, Phani Krishna Uppala, R. Venkatesh Babu

1808.01153

Deep RBFNet: Point Cloud Feature Learning using Radial Basis Functions

Weikai Chen, Xiaoguang Han, Guanbin Li, Chao Chen, Jun Xing, Yajie Zhao, Hao Li

1812.04302

Morphing Attack Detection -- Database, Evaluation Platform and Benchmarking

Kiran Raja, Matteo Ferrara, Annalisa Franco, Luuk Spreeuwers, Illias Batskos, Florens de Wit Marta Gomez-Barrero, Ulrich Scherhag, Daniel Fischer, Sushma Venkatesh, Jag Mohan Singh, Guoqiang Li, Loïc Bergeron, Sergey Isadskiy, Raghavendra Ramachandra, Christian Rathgeb, Dinusha Frings, Uwe Seidel, Fons Knopjes, Raymond Veldhuis, Davide Maltoni, Christoph Busch

2006.06458

Make Pixels Dance: High-Dynamic Video Generation

Yan Zeng, Guoqiang Wei, Jiani Zheng, Jiaxin Zou, Yang Wei, Yuchen Zhang, Hang Li

2311.10982

One-shot Face Recognition by Promoting Underrepresented Classes

Yandong Guo, Lei Zhang

1707.05574

Generative Models from the perspective of Continual Learning

Timothée Lesort, Hugo Caselles-Dupré, Michael Garcia-Ortiz, Andrei Stoian, David Filliat

1812.09111

NeRF++: Analyzing and Improving Neural Radiance Fields

Kai Zhang, Gernot Riegler, Noah Snavely, Vladlen Koltun

2010.07492

An Investigation of Why Overparameterization Exacerbates Spurious Correlations

Shiori Sagawa, Aditi Raghunathan, Pang Wei Koh, Percy Liang

2005.04345

Big Neural Networks Waste Capacity

Yann N. Dauphin, Yoshua Bengio

1301.3583

Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes

Towaki Takikawa, Joey Litalien, Kangxue Yin, Karsten Kreis, Charles Loop, Derek Nowrouzezahrai, Alec Jacobson, Morgan McGuire, Sanja Fidler

2101.10994

Knowledge Matters: Importance of Prior Information for Optimization

Çağlar Gülçehre, Yoshua Bengio

1301.4083

CNN: Single-label to Multi-label

Yunchao Wei, Wei Xia, Junshi Huang, Bingbing Ni, Jian Dong, Yao Zhao, Shuicheng Yan

1406.5726

Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks

Alessandro Giusti, Dan C. Cireşan, Jonathan Masci, Luca M. Gambardella, Jürgen Schmidhuber

1302.1700

Bag of Visual Words and Fusion Methods for Action Recognition: Comprehensive Study and Good Practice

Xiaojiang Peng, Limin Wang, Xingxing Wang, Yu Qiao

1405.4506

MERLOT: Multimodal Neural Script Knowledge Models

Rowan Zellers, Ximing Lu, Jack Hessel, Youngjae Yu, Jae Sung Park, Jize Cao, Ali Farhadi, Yejin Choi

2106.02636

Stable and robust sampling strategies for compressive imaging

Felix Krahmer, Rachel Ward

1210.2380

Online Robust Subspace Tracking from Partial Information

Jun He, Laura Balzano, John C. S. Lui

1109.3827

From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge

Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermuller, Yiannis Aloimonos

1511.03292

Compression of Generative Pre-trained Language Models via Quantization

Chaofan Tao, Lu Hou, Wei Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Ping Luo, Ngai Wong

2203.10705

Hausa Visual Genome: A Dataset for Multi-Modal English to Hausa Machine Translation

Idris Abdulmumin, Satya Ranjan Dash, Musa Abdullahi Dawud, Shantipriya Parida, Shamsuddeen Hassan Muhammad, Ibrahim Sa'id Ahmad, Subhadarshi Panda, Ondřej Bojar, Bashir Shehu Galadanci, Bello Shehu Bello

2205.01133

GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering

Drew A. Hudson, Christopher D. Manning

1902.09506

Unbiased Scene Graph Generation from Biased Training

Kaihua Tang, Yulei Niu, Jianqiang Huang, Jiaxin Shi, Hanwang Zhang

2002.11949

RUBi: Reducing Unimodal Biases in Visual Question Answering

Remi Cadene, Corentin Dancette, Hedi Ben-younes, Matthieu Cord, Devi Parikh

1906.10169

An Empirical Study on Leveraging Scene Graphs for Visual Question Answering

Cheng Zhang, Wei-Lun Chao, Dong Xuan

1907.12133

Defense against Adversarial Attacks Using High-Level Representation Guided Denoiser

Fangzhou Liao, Ming Liang, Yinpeng Dong, Tianyu Pang, Xiaolin Hu, Jun Zhu

1712.02976

Adversarial Transformation Networks: Learning to Generate Adversarial Examples

Shumeet Baluja, Ian Fischer

1703.09387

A Corpus for Reasoning About Natural Language Grounded in Photographs

Alane Suhr, Stephanie Zhou, Ally Zhang, Iris Zhang, Huajun Bai, Yoav Artzi

1811.00491

Creativity: Generating Diverse Questions using Variational Autoencoders

Unnat Jain, Ziyu Zhang, Alexander Schwing

1704.03493

MUTAN: Multimodal Tucker Fusion for Visual Question Answering

Hedi Ben-younes, Rémi Cadene, Matthieu Cord, Nicolas Thome

1705.06676

APAC: Augmented PAttern Classification with Neural Networks

Ikuro Sato, Hiroki Nishimura, Kensuke Yokoi

1505.03229

Unmasking Clever Hans Predictors and Assessing What Machines Really Learn

Sebastian Lapuschkin, Stephan Wäldchen, Alexander Binder, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller

1902.10178

Multi-view 3D Models from Single Images with a Convolutional Network

Maxim Tatarchenko, Alexey Dosovitskiy, Thomas Brox

1511.06702

Neighbourhood Watch: Referring Expression Comprehension via Language-guided Graph Attention Networks

Peng Wang, Qi Wu, Jiewei Cao, Chunhua Shen, Lianli Gao, Anton van den Hengel

1812.04794

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Charles R. Qi, Hao Su, Kaichun Mo, Leonidas J. Guibas

1612.00593

Stacked Cross Attention for Image-Text Matching

Kuang-Huei Lee, Xi Chen, Gang Hua, Houdong Hu, Xiaodong He

1803.08024

The Devil of Face Recognition is in the Noise

Fei Wang, Liren Chen, Cheng Li, Shiyao Huang, Yanjie Chen, Chen Qian, Chen Change Loy

1807.11649

Image Reconstruction from Bag-of-Visual-Words

Hiroharu Kato, Tatsuya Harada

1505.05190

Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification

Yuting Zhang, Kibok Lee, Honglak Lee

1606.06582

A Variational U-Net for Conditional Appearance and Shape Generation

Patrick Esser, Ekaterina Sutter, Björn Ommer

1804.04694

Adversarial vulnerability for any classifier

Alhussein Fawzi, Hamza Fawzi, Omar Fawzi

1802.08686

Hardware-oriented Approximation of Convolutional Neural Networks

Philipp Gysel, Mohammad Motamedi, Soheil Ghiasi

1604.03168

Fast Optical Flow using Dense Inverse Search

Till Kroeger, Radu Timofte, Dengxin Dai, Luc Van Gool

1603.03590

Towards Accurate Multi-person Pose Estimation in the Wild

George Papandreou, Tyler Zhu, Nori Kanazawa, Alexander Toshev, Jonathan Tompson, Chris Bregler, Kevin Murphy

1701.01779

One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision

Zaid Khan, Yun Fu

2102.02320

Harvesting Multiple Views for Marker-less 3D Human Pose Annotations

Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis, Kostas Daniilidis

1704.04793

Recurrent Topic-Transition GAN for Visual Paragraph Generation

Xiaodan Liang, Zhiting Hu, Hao Zhang, Chuang Gan, Eric P. Xing

1703.07022

Self-Supervised Learning for Stereo Matching with Self-Improving Ability

Yiran Zhong, Yuchao Dai, Hongdong Li

1709.00930

Gradient Adversarial Training of Neural Networks

Ayan Sinha, Zhao Chen, Vijay Badrinarayanan, Andrew Rabinovich

1806.08028

Visual Entailment: A Novel Task for Fine-Grained Image Understanding

Ning Xie, Farley Lai, Derek Doran, Asim Kadav

1901.06706

IMRAM: Iterative Matching with Recurrent Attention Memory for Cross-Modal Image-Text Retrieval

Hui Chen, Guiguang Ding, Xudong Liu, Zijia Lin, Ji Liu, Jungong Han

2003.03772

Layer-compensated Pruning for Resource-constrained Convolutional Neural Networks

Ting-Wu Chin, Cha Zhang, Diana Marculescu

1810.00518

Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers

Zhicheng Huang, Zhaoyang Zeng, Bei Liu, Dongmei Fu, Jianlong Fu

2004.00849

Natural Adversarial Examples

Dan Hendrycks, Kevin Zhao, Steven Basart, Jacob Steinhardt, Dawn Song

1907.07174

Do Datasets Have Politics? Disciplinary Values in Computer Vision Dataset Development

Morgan Klaus Scheuerman, Emily Denton, Alex Hanna

2108.04308

Generalisation in humans and deep neural networks

Robert Geirhos, Carlos R. Medina Temme, Jonas Rauber, Heiko H. Schütt, Matthias Bethge, Felix A. Wichmann

1808.08750

Temporal Model Adaptation for Person Re-Identification

Niki Martinel, Abir Das, Christian Micheloni, Amit K. Roy-Chowdhury

1607.07216

Iterative Visual Reasoning Beyond Convolutions

Xinlei Chen, Li-Jia Li, Li Fei-Fei, Abhinav Gupta

1803.11189

Rethinking ImageNet Pre-training

Kaiming He, Ross Girshick, Piotr Dollár

1811.08883

Consensus-Aware Visual-Semantic Embedding for Image-Text Matching

Haoran Wang, Ying Zhang, Zhong Ji, Yanwei Pang, Lin Ma

2007.08883

End-to-End Deep Kronecker-Product Matching for Person Re-identification

Yantao Shen, Tong Xiao, Hongsheng Li, Shuai Yi, Xiaogang Wang

1807.11182

Mixed Precision Quantization of ConvNets via Differentiable Neural Architecture Search

Bichen Wu, Yanghan Wang, Peizhao Zhang, Yuandong Tian, Peter Vajda, Kurt Keutzer

1812.00090

Generative Modeling using the Sliced Wasserstein Distance

Ishan Deshpande, Ziyu Zhang, Alexander Schwing

1803.11188

Deep Group-shuffling Random Walk for Person Re-identification

Yantao Shen, Hongsheng Li, Tong Xiao, Shuai Yi, Dapeng Chen, Xiaogang Wang

1807.11178

VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks

Wenhai Wang, Zhe Chen, Xiaokang Chen, Jiannan Wu, Xizhou Zhu, Gang Zeng, Ping Luo, Tong Lu, Jie Zhou, Yu Qiao, Jifeng Dai

2305.11175

LiT: Zero-Shot Transfer with Locked-image text Tuning

Xiaohua Zhai, Xiao Wang, Basil Mustafa, Andreas Steiner, Daniel Keysers, Alexander Kolesnikov, Lucas Beyer

2111.07991

OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization

Peng Hu, Xi Peng, Hongyuan Zhu, Mohamed M. Sabry Aly, Jie Lin

2205.11141

BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection

Hedi Ben-younes, Rémi Cadene, Nicolas Thome, Matthieu Cord

1902.00038

AFDet: Anchor Free One Stage 3D Object Detection

Runzhou Ge, Zhuangzhuang Ding, Yihan Hu, Yu Wang, Sijia Chen, Li Huang, Yuan Li

2006.12671

Three Factors Influencing Minima in SGD

Stanisław Jastrzębski, Zachary Kenton, Devansh Arpit, Nicolas Ballas, Asja Fischer, Yoshua Bengio, Amos Storkey

1711.04623

A Strategy for an Uncompromising Incremental Learner

Ragav Venkatesan, Hemanth Venkateswara, Sethuraman Panchanathan, Baoxin Li

1705.00744

ChartLlama: A Multimodal LLM for Chart Understanding and Generation

Yucheng Han, Chi Zhang, Xin Chen, Xu Yang, Zhibin Wang, Gang Yu, Bin Fu, Hanwang Zhang

2311.16483

Fader Networks: Manipulating Images by Sliding Attributes

Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato

1706.00409

Open-World Object Manipulation using Pre-trained Vision-Language Models

Austin Stone, Ted Xiao, Yao Lu, Keerthana Gopalakrishnan, Kuang-Huei Lee, Quan Vuong, Paul Wohlhart, Sean Kirmani, Brianna Zitkovich, Fei Xia, Chelsea Finn, Karol Hausman

2303.00905

Solving Inverse Problems in Medical Imaging with Score-Based Generative Models

Yang Song, Liyue Shen, Lei Xing, Stefano Ermon

2111.08005

Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders

Edgar Schönfeld, Sayna Ebrahimi, Samarth Sinha, Trevor Darrell, Zeynep Akata

1812.01784

Correlation Congruence for Knowledge Distillation

Baoyun Peng, Xiao Jin, Jiaheng Liu, Shunfeng Zhou, Yichao Wu, Yu Liu, Dongsheng Li, Zhaoning Zhang

1904.01802

Fooling automated surveillance cameras: adversarial patches to attack person detection

Simen Thys, Wiebe Van Ranst, Toon Goedemé

1904.08653

Generalizable Data-free Objective for Crafting Universal Adversarial Perturbations

Konda Reddy Mopuri, Aditya Ganeshan, R. Venkatesh Babu

1801.08092

Conditional Prompt Learning for Vision-Language Models

Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu

2203.05557

3DIoUMatch: Leveraging IoU Prediction for Semi-Supervised 3D Object Detection

He Wang, Yezhen Cong, Or Litany, Yue Gao, Leonidas J. Guibas

2012.04355

CoDA: Collaborative Novel Box Discovery and Cross-modal Alignment for Open-vocabulary 3D Object Detection

Yang Cao, Yihan Zeng, Hang Xu, Dan Xu

2310.02960

Recurrent Attentional Networks for Saliency Detection

Jason Kuen, Zhenhua Wang, Gang Wang

1604.03227

The highD Dataset: A Drone Dataset of Naturalistic Vehicle Trajectories on German Highways for Validation of Highly Automated Driving Systems

Robert Krajewski, Julian Bock, Laurent Kloeker, Lutz Eckstein

1810.05642

VideoCrafter1: Open Diffusion Models for High-Quality Video Generation

Haoxin Chen, Menghan Xia, Yingqing He, Yong Zhang, Xiaodong Cun, Shaoshu Yang, Jinbo Xing, Yaofang Liu, Qifeng Chen, Xintao Wang, Chao Weng, Ying Shan

2310.19512

Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation without Manual Labels

Rui Huang, Songyou Peng, Ayca Takmaz, Federico Tombari, Marc Pollefeys, Shiji Song, Gao Huang, Francis Engelmann

2312.17232

Towards Better Analysis of Deep Convolutional Neural Networks

Mengchen Liu, Jiaxin Shi, Zhen Li, Chongxuan Li, Jun Zhu, Shixia Liu

1604.07043

CLIP-Adapter: Better Vision-Language Models with Feature Adapters

Peng Gao, Shijie Geng, Renrui Zhang, Teli Ma, Rongyao Fang, Yongfeng Zhang, Hongsheng Li, Yu Qiao

2110.04544

DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability

Cian Eastwood, Andrei Liviu Nicolicioiu, Julius von Kügelgen, Armin Kekić, Frederik Träuble, Andrea Dittadi, Bernhard Schölkopf

2210.00364

MaskClustering: View Consensus based Mask Graph Clustering for Open-Vocabulary 3D Instance Segmentation

Mi Yan, Jiazhao Zhang, Yan Zhu, He Wang

2401.07745

SAI3D: Segment Any Instance in 3D Scenes

Yingda Yin, Yuzheng Liu, Yang Xiao, Daniel Cohen-Or, Jingwei Huang, Baoquan Chen

2312.11557

BOP: Benchmark for 6D Object Pose Estimation

Tomas Hodan, Frank Michel, Eric Brachmann, Wadim Kehl, Anders Glent Buch, Dirk Kraft, Bertram Drost, Joel Vidal, Stephan Ihrke, Xenophon Zabulis, Caner Sahin, Fabian Manhardt, Federico Tombari, Tae-Kyun Kim, Jiri Matas, Carsten Rother

1808.08319

Unsupervised Cross-Domain Image Generation

Yaniv Taigman, Adam Polyak, Lior Wolf

1611.02200

Incremental Learning of Object Detectors without Catastrophic Forgetting

Konstantin Shmelkov, Cordelia Schmid, Karteek Alahari

1708.06977

Mobile-Former: Bridging MobileNet and Transformer

Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Xiaoyi Dong, Lu Yuan, Zicheng Liu

2108.05895

Semantic Graph Convolutional Networks for 3D Human Pose Regression

Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas

1904.03345

DeepVoxels: Learning Persistent 3D Feature Embeddings

Vincent Sitzmann, Justus Thies, Felix Heide, Matthias Nießner, Gordon Wetzstein, Michael Zollhöfer

1812.01024

Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification

Yinhao Zhu, Nicholas Zabaras

1801.06879

Faster Than Real-time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses

Chandrasekhar Bhagavatula, Chenchen Zhu, Khoa Luu, Marios Savvides

1707.05653

Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction

Maosen Li, Siheng Chen, Xu Chen, Ya Zhang, Yanfeng Wang, Qi Tian

1910.02212

Actional-Structural Graph Convolutional Networks for Skeleton-based Action Recognition

Maosen Li, Siheng Chen, Xu Chen, Ya Zhang, Yanfeng Wang, Qi Tian

1904.12659

End-to-end optimization of nonlinear transform codes for perceptual quality

Johannes Ballé, Valero Laparra, Eero P. Simoncelli

1607.05006

Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans

Sida Peng, Yuanqing Zhang, Yinghao Xu, Qianqian Wang, Qing Shuai, Hujun Bao, Xiaowei Zhou

2012.15838

Robust Principal Component Analysis on Graphs

Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael Bronstein, Pierre Vandergheynst

1504.06151

Memory Based Online Learning of Deep Representations from Video Streams

Federico Pernici, Federico Bartoli, Matteo Bruni, Alberto Del Bimbo

1711.07368

3D-aware Image Synthesis via Learning Structural and Textural Representations

Yinghao Xu, Sida Peng, Ceyuan Yang, Yujun Shen, Bolei Zhou

2112.10759

Re-evaluating Continual Learning Scenarios: A Categorization and Case for Strong Baselines

Yen-Chang Hsu, Yen-Cheng Liu, Anita Ramasamy, Zsolt Kira

1810.12488

Visual Attention Network

Meng-Hao Guo, Cheng-Ze Lu, Zheng-Ning Liu, Ming-Ming Cheng, Shi-Min Hu

2202.09741

pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis

Eric R. Chan, Marco Monteiro, Petr Kellnhofer, Jiajun Wu, Gordon Wetzstein

2012.00926

IAIA-BL: A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in Digital Mammography

Alina Jade Barnett, Fides Regina Schwartz, Chaofan Tao, Chaofan Chen, Yinhao Ren, Joseph Y. Lo, Cynthia Rudin

2103.12308