p7eess.IV

Category

eess.IV

198 papers

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

Joint Learning of Localized Representations from Medical Images and Reports

Philip Müller, Georgios Kaissis, Congyu Zou, Daniel Rueckert

2112.02889

Convolutional Dictionary Learning: A Comparative Review and New Algorithms

Cristina Garcia-Cardona, Brendt Wohlberg

1709.02893

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

Solving Linear Inverse Problems Using the Prior Implicit in a Denoiser

Zahra Kadkhodaie, Eero P. Simoncelli

2007.13640

Deep Global Registration

Christopher Choy, Wei Dong, Vladlen Koltun

2004.11540

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

Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov

1809.04693

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

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

1906.05478

DeepRED: Deep Image Prior Powered by RED

Gary Mataev, Michael Elad, Peyman Milanfar

1903.10176

Analyzing and Improving the Image Quality of StyleGAN

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

1912.04958

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

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

1909.12962

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

Image Super-Resolution via Iterative Refinement

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

2104.07636

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

Resolution Dependent GAN Interpolation for Controllable Image Synthesis Between Domains

Justin N. M. Pinkney, Doron Adler

2010.05334

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

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

Detecting and Simulating Artifacts in GAN Fake Images

Xu Zhang, Svebor Karaman, Shih-Fu Chang

1907.06515

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

Seeing What a GAN Cannot Generate

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

1910.11626

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

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

MAXIM: Multi-Axis MLP for Image Processing

Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan Bovik, Yinxiao Li

2201.02973

InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs

Yujun Shen, Ceyuan Yang, Xiaoou Tang, Bolei Zhou

2005.09635

Controlling generative models with continuous factors of variations

Antoine Plumerault, Hervé Le Borgne, Céline Hudelot

2001.10238

Multi-modality Latent Interaction Network for Visual Question Answering

Peng Gao, Haoxuan You, Zhanpeng Zhang, Xiaogang Wang, Hongsheng Li

1908.04289

EfficientDet: Scalable and Efficient Object Detection

Mingxing Tan, Ruoming Pang, Quoc V. Le

1911.09070

MesoNet: a Compact Facial Video Forgery Detection Network

Darius Afchar, Vincent Nozick, Junichi Yamagishi, Isao Echizen

1809.00888

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation

Yuxing Xie, Jiaojiao Tian, Xiao Xiang Zhu

1908.08854

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

High-Fidelity Synthesis with Disentangled Representation

Wonkwang Lee, Donggyun Kim, Seunghoon Hong, Honglak Lee

2001.04296

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

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

Soft-Label Anonymous Gastric X-ray Image Distillation

Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama

2104.02857

Deblurring via Stochastic Refinement

Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar

2112.02475

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

A Theory of the Distortion-Perception Tradeoff in Wasserstein Space

Dror Freirich, Tomer Michaeli, Ron Meir

2107.02555

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

RTM3D: Real-time Monocular 3D Detection from Object Keypoints for Autonomous Driving

Peixuan Li, Huaici Zhao, Pengfei Liu, Feidao Cao

2001.03343

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

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

PointPainting: Sequential Fusion for 3D Object Detection

Sourabh Vora, Alex H. Lang, Bassam Helou, Oscar Beijbom

1911.10150

YOLOv4: Optimal Speed and Accuracy of Object Detection

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

2004.10934

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

Capsule-Forensics: Using Capsule Networks to Detect Forged Images and Videos

Huy H. Nguyen, Junichi Yamagishi, Isao Echizen

1810.11215

History Repeats Itself: Human Motion Prediction via Motion Attention

Wei Mao, Miaomiao Liu, Mathieu Salzmann

2007.11755

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

SwinIR: Image Restoration Using Swin Transformer

Jingyun Liang, Jiezhang Cao, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte

2108.10257

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

"Zero-Shot" Super-Resolution using Deep Internal Learning

Assaf Shocher, Nadav Cohen, Michal Irani

1712.06087

Compressive sensing with un-trained neural networks: Gradient descent finds the smoothest approximation

Reinhard Heckel, Mahdi Soltanolkotabi

2005.03991

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

SRFlow: Learning the Super-Resolution Space with Normalizing Flow

Andreas Lugmayr, Martin Danelljan, Luc Van Gool, Radu Timofte

2006.14200

Temporal Attentive Alignment for Large-Scale Video Domain Adaptation

Min-Hung Chen, Zsolt Kira, Ghassan AlRegib, Jaekwon Yoo, Ruxin Chen, Jian Zheng

1907.12743

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

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

XNOR-Net++: Improved Binary Neural Networks

Adrian Bulat, Georgios Tzimiropoulos

1909.13863

EPOS: Estimating 6D Pose of Objects with Symmetries

Tomas Hodan, Daniel Barath, Jiri Matas

2004.00605

Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision

Michael Niemeyer, Lars Mescheder, Michael Oechsle, Andreas Geiger

1912.07372

Image Augmentations for GAN Training

Zhengli Zhao, Zizhao Zhang, Ting Chen, Sameer Singh, Han Zhang

2006.02595

Self-supervised deep convolutional neural network for chest X-ray classification

Matej Gazda, Jakub Gazda, Jan Plavka, Peter Drotar

2103.03055

A U-Net Based Discriminator for Generative Adversarial Networks

Edgar Schönfeld, Bernt Schiele, Anna Khoreva

2002.12655

Practical Full Resolution Learned Lossless Image Compression

Fabian Mentzer, Eirikur Agustsson, Michael Tschannen, Radu Timofte, Luc Van Gool

1811.12817

Deep Learning Techniques for Inverse Problems in Imaging

Gregory Ongie, Ajil Jalal, Christopher A. Metzler, Richard G. Baraniuk, Alexandros G. Dimakis, Rebecca Willett

2005.06001

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

Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows

Marco Rudolph, Bastian Wandt, Bodo Rosenhahn

2008.12577

Deep Learning for 3D Point Clouds: A Survey

Yulan Guo, Hanyun Wang, Qingyong Hu, Hao Liu, Li Liu, Mohammed Bennamoun

1912.12033

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

U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation

Jun Ma, Feifei Li, Bo Wang

2401.04722

NeRV: Neural Representations for Videos

Hao Chen, Bo He, Hanyu Wang, Yixuan Ren, Ser-Nam Lim, Abhinav Shrivastava

2110.13903

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

Densely Connected Pyramid Dehazing Network

He Zhang, Vishal M. Patel

1803.08396

Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data

Xintao Wang, Liangbin Xie, Chao Dong, Ying Shan

2107.10833

Image Compression with Product Quantized Masked Image Modeling

Alaaeldin El-Nouby, Matthew J. Muckley, Karen Ullrich, Ivan Laptev, Jakob Verbeek, Hervé Jégou

2212.07372

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

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

Interpolated Convolutional Networks for 3D Point Cloud Understanding

Jiageng Mao, Xiaogang Wang, Hongsheng Li

1908.04512

Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction

Hyungjin Chung, Byeongsu Sim, Jong Chul Ye

2112.05146

Implicit Neural Representations with Periodic Activation Functions

Vincent Sitzmann, Julien N. P. Martel, Alexander W. Bergman, David B. Lindell, Gordon Wetzstein

2006.09661

Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation

Guolei Sun, Wenguan Wang, Jifeng Dai, Luc Van Gool

2007.01947

Score-based diffusion models for accelerated MRI

Hyungjin Chung, Jong Chul Ye

2110.05243

Variational image compression with a scale hyperprior

Johannes Ballé, David Minnen, Saurabh Singh, Sung Jin Hwang, Nick Johnston

1802.01436

Measuring Robustness in Deep Learning Based Compressive Sensing

Mohammad Zalbagi Darestani, Akshay S. Chaudhari, Reinhard Heckel

2102.06103

AdderSR: Towards Energy Efficient Image Super-Resolution

Dehua Song, Yunhe Wang, Hanting Chen, Chang Xu, Chunjing Xu, Dacheng Tao

2009.08891

Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring

Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan

2004.05343

Solving Inverse Problems with Score-Based Generative Priors learned from Noisy Data

Asad Aali, Marius Arvinte, Sidharth Kumar, Jonathan I. Tamir

2305.01166

Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels

Ilya Kostrikov, Denis Yarats, Rob Fergus

2004.13649

Leveraging Frequency Analysis for Deep Fake Image Recognition

Joel Frank, Thorsten Eisenhofer, Lea Schönherr, Asja Fischer, Dorothea Kolossa, Thorsten Holz

2003.08685

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

Sachit Menon, Alexandru Damian, Shijia Hu, Nikhil Ravi, Cynthia Rudin

2003.03808

Deep S$^3$PR: Simultaneous Source Separation and Phase Retrieval Using Deep Generative Models

Christopher A. Metzler, Gordon Wetzstein

2002.05856

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

A Model-driven Deep Neural Network for Single Image Rain Removal

Hong Wang, Qi Xie, Qian Zhao, Deyu Meng

2005.01333

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

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

SinDDM: A Single Image Denoising Diffusion Model

Vladimir Kulikov, Shahar Yadin, Matan Kleiner, Tomer Michaeli

2211.16582

Time-Dependent Deep Image Prior for Dynamic MRI

Jaejun Yoo, Kyong Hwan Jin, Harshit Gupta, Jerome Yerly, Matthias Stuber, Michael Unser

1910.01684

TResNet: High Performance GPU-Dedicated Architecture

Tal Ridnik, Hussam Lawen, Asaf Noy, Emanuel Ben Baruch, Gilad Sharir, Itamar Friedman

2003.13630

Denoising Diffusion Restoration Models

Bahjat Kawar, Michael Elad, Stefano Ermon, Jiaming Song

2201.11793

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

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

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

GAN Slimming: All-in-One GAN Compression by A Unified Optimization Framework

Haotao Wang, Shupeng Gui, Haichuan Yang, Ji Liu, Zhangyang Wang

2008.11062

Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration

Mauricio Delbracio, Peyman Milanfar

2303.11435

Is Someone Speaking? Exploring Long-term Temporal Features for Audio-visual Active Speaker Detection

Ruijie Tao, Zexu Pan, Rohan Kumar Das, Xinyuan Qian, Mike Zheng Shou, Haizhou Li

2107.06592

GRNet: Gridding Residual Network for Dense Point Cloud Completion

Haozhe Xie, Hongxun Yao, Shangchen Zhou, Jiageng Mao, Shengping Zhang, Wenxiu Sun

2006.03761

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

One Weight Bitwidth to Rule Them All

Ting-Wu Chin, Pierce I-Jen Chuang, Vikas Chandra, Diana Marculescu

2008.09916

Guided Collaborative Training for Pixel-wise Semi-Supervised Learning

Zhanghan Ke, Di Qiu, Kaican Li, Qiong Yan, Rynson W. H. Lau

2008.05258

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

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

Deep Phase Decoder: Self-calibrating phase microscopy with an untrained deep neural network

Emrah Bostan, Reinhard Heckel, Michael Chen, Michael Kellman, Laura Waller

2001.09803

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

Unsupervised Learning for Real-World Super-Resolution

Andreas Lugmayr, Martin Danelljan, Radu Timofte

1909.09629

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

Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation

Zongsheng Yue, Qian Zhao, Lei Zhang, Deyu Meng

2007.05946

Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions

Ricard Durall, Margret Keuper, Janis Keuper

2003.01826

On-the-Fly Test-time Adaptation for Medical Image Segmentation

Jeya Maria Jose Valanarasu, Pengfei Guo, Vibashan VS, Vishal M. Patel

2203.05574

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

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

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

Defocus Deblurring Using Dual-Pixel Data

Abdullah Abuolaim, Michael S. Brown

2005.00305

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

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

CAP-VSTNet: Content Affinity Preserved Versatile Style Transfer

Linfeng Wen, Chengying Gao, Changqing Zou

2303.17867

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

On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location

Osman Semih Kayhan, Jan C. van Gemert

2003.07064

AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks

Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Celine Lin, Zhangyang Wang

2006.08198

Space-Time Correspondence as a Contrastive Random Walk

Allan Jabri, Andrew Owens, Alexei A. Efros

2006.14613

Neural Dubber: Dubbing for Videos According to Scripts

Chenxu Hu, Qiao Tian, Tingle Li, Yuping Wang, Yuxuan Wang, Hang Zhao

2110.08243

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

Arbitrary Video Style Transfer via Multi-Channel Correlation

Yingying Deng, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Changsheng Xu

2009.08003

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

Selfie: Self-supervised Pretraining for Image Embedding

Trieu H. Trinh, Minh-Thang Luong, Quoc V. Le

1906.02940

Directional Connectivity-based Segmentation of Medical Images

Ziyun Yang, Sina Farsiu

2304.00145

VoxelContext-Net: An Octree based Framework for Point Cloud Compression

Zizheng Que, Guo Lu, Dong Xu

2105.02158

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

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

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

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

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

OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression

Lila Huang, Shenlong Wang, Kelvin Wong, Jerry Liu, Raquel Urtasun

2005.07178

SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series

Badri N. Patro, Vijay S. Agneeswaran

2403.15360

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

Data augmentation for deep learning based accelerated MRI reconstruction with limited data

Zalan Fabian, Reinhard Heckel, Mahdi Soltanolkotabi

2106.14947

AutoGAN: Neural Architecture Search for Generative Adversarial Networks

Xinyu Gong, Shiyu Chang, Yifan Jiang, Zhangyang Wang

1908.03835

Implicit Neural Representations for Image Compression

Yannick Strümpler, Janis Postels, Ren Yang, Luc van Gool, Federico Tombari

2112.04267

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

FVC: A New Framework towards Deep Video Compression in Feature Space

Zhihao Hu, Guo Lu, Dong Xu

2105.09600

Domain Adaptation for Medical Image Analysis: A Survey

Hao Guan, Mingxia Liu

2102.09508

A General Pipeline for 3D Detection of Vehicles

Xinxin Du, Marcelo H. Ang, Sertac Karaman, Daniela Rus

1803.00387

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

Mind Reader: Reconstructing complex images from brain activities

Sikun Lin, Thomas Sprague, Ambuj K Singh

2210.01769

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

Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression

Maurice Quach, Giuseppe Valenzise, Frederic Dufaux

1903.08548

HOI Analysis: Integrating and Decomposing Human-Object Interaction

Yong-Lu Li, Xinpeng Liu, Xiaoqian Wu, Yizhuo Li, Cewu Lu

2010.16219

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

Optimal Physical Preprocessing for Example-Based Super-Resolution

Alexander Robey, Vidya Ganapati

1807.04813

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

Focal Frequency Loss for Image Reconstruction and Synthesis

Liming Jiang, Bo Dai, Wayne Wu, Chen Change Loy

2012.12821

edBB: Biometrics and Behavior for Assessing Remote Education

Javier Hernandez-Ortega, Roberto Daza, Aythami Morales, Julian Fierrez, Javier Ortega-Garcia

1912.04786

Video Compression With Rate-Distortion Autoencoders

Amirhossein Habibian, Ties van Rozendaal, Jakub M. Tomczak, Taco S. Cohen

1908.05717

Cross-view Semantic Segmentation for Sensing Surroundings

Bowen Pan, Jiankai Sun, Ho Yin Tiga Leung, Alex Andonian, Bolei Zhou

1906.03560

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

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

ARCH: Animatable Reconstruction of Clothed Humans

Zeng Huang, Yuanlu Xu, Christoph Lassner, Hao Li, Tony Tung

2004.04572

The Creation and Detection of Deepfakes: A Survey

Yisroel Mirsky, Wenke Lee

2004.11138

High-throughput intensity diffraction tomography with a computational microscope

Ruilong Ling, Waleed Tahir, Hsing-Ying Lin, Hakho Lee, Lei Tian

1801.09773

Enhanced Invertible Encoding for Learned Image Compression

Yueqi Xie, Ka Leong Cheng, Qifeng Chen

2108.03690

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

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

SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection

Rui Fan, Hengli Wang, Peide Cai, Ming Liu

2008.11351

Exploring large scale public medical image datasets

Luke Oakden-Rayner

1907.12720

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

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

Real-time Online Multi-Object Tracking in Compressed Domain

Qiankun Liu, Bin Liu, Yue Wu, Weihai Li, Nenghai Yu

2204.02081

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

Wavelet Diffusion Models are fast and scalable Image Generators

Hao Phung, Quan Dao, Anh Tran

2211.16152

Defending against GAN-based Deepfake Attacks via Transformation-aware Adversarial Faces

Chaofei Yang, Lei Ding, Yiran Chen, Hai Li

2006.07421

M-LVC: Multiple Frames Prediction for Learned Video Compression

Jianping Lin, Dong Liu, Houqiang Li, Feng Wu

2004.10290

Towards Adversarially Robust Object Detection

Haichao Zhang, Jianyu Wang

1907.10310

Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation

Chenyu You, Ruihan Zhao, Lawrence Staib, James S. Duncan

2105.07059

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

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

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

Conversion Between CT and MRI Images Using Diffusion and Score-Matching Models

Qing Lyu, Ge Wang

2209.12104

A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks

Angelos Filos, Sebastian Farquhar, Aidan N. Gomez, Tim G. J. Rudner, Zachary Kenton, Lewis Smith, Milad Alizadeh, Arnoud de Kroon, Yarin Gal

1912.10481

LatticeNet: Fast Point Cloud Segmentation Using Permutohedral Lattices

Radu Alexandru Rosu, Peer Schütt, Jan Quenzel, Sven Behnke

1912.05905

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

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

Deep Unfolding Network for Image Super-Resolution

Kai Zhang, Luc Van Gool, Radu Timofte

2003.10428

Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis

Xihui Liu, Guojun Yin, Jing Shao, Xiaogang Wang, Hongsheng Li

1910.06809

MeshfreeFlowNet: A Physics-Constrained Deep Continuous Space-Time Super-Resolution Framework

Chiyu Max Jiang, Soheil Esmaeilzadeh, Kamyar Azizzadenesheli, Karthik Kashinath, Mustafa Mustafa, Hamdi A. Tchelepi, Philip Marcus, Prabhat, Anima Anandkumar

2005.01463

Solving Inverse Problems in Medical Imaging with Score-Based Generative Models

Yang Song, Liyue Shen, Lei Xing, Stefano Ermon

2111.08005