Title
Autoencoding Low-Resolution MRI for Semantically Smooth Interpolation of Anisotropic MRI Jörg Sander B. D. de Vos Ivana Ivsgum DiffM MedIm 62 15 0 18 Feb 2022
When, Why, and Which Pretrained GANs Are Useful? T. Grigoryev A. Voynov Artem Babenko 83 21 0 17 Feb 2022
Single Image Super-Resolution Methods: A Survey Bahattin Can Maral SupR 70 13 0 17 Feb 2022
Deep Constrained Least Squares for Blind Image Super-Resolution Ziwei Luo Haibin Huang Lei Yu Youwei Li Haoqiang Fan Shuaicheng Liu SupR 90 95 0 15 Feb 2022
Texture Aware Autoencoder Pre-training And Pairwise Learning Refinement For Improved Iris Recognition M. Chakraborty Aritri Chakraborty P. Biswas Pabitra Mitra 3DV 97 3 0 15 Feb 2022
Multi-scale Attention Guided Pose Transfer Prasun Roy Saumik Bhattacharya Subhankar Ghosh Umapada Pal 73 18 0 14 Feb 2022
An Introduction to Neural Data Compression Yibo Yang Stephan Mandt Lucas Theis 147 125 0 14 Feb 2022
Low-light Image Enhancement by Retinex Based Algorithm Unrolling and Adjustment Xinyi Liu Qi Xie Qian Zhao Hong Qang Deyu Meng 69 41 0 12 Feb 2022
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Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging Anastasios Nikolas Angelopoulos Amit Kohli Stephen Bates Michael I. Jordan Jitendra Malik Thayer Alshaabi Srigokul Upadhyayula Yaniv Romano UQCV OOD 86 96 0 10 Feb 2022
STG-GAN: A spatiotemporal graph generative adversarial networks for short-term passenger flow prediction in urban rail transit systems Jinlei Zhang Hua Li Lixing Yang G. Jin J. Qi Ziyou Gao AI4TS 41 4 0 10 Feb 2022
HALS: A Height-Aware Lidar Super-Resolution Framework for Autonomous Driving George Eskandar Sanjeev Sudarsan Karim Guirguis Janaranjani Palaniswamy Bharath Somashekar Bin Yang 84 7 0 08 Feb 2022
Quality Metric Guided Portrait Line Drawing Generation from Unpaired Training Data Ran Yi Yong Liu Yu-kun Lai Paul L. Rosin 3DH GAN 54 22 0 08 Feb 2022
TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network Xiaomin Li V. Metsis Huan Wang Anne H. H. Ngu 51 104 0 06 Feb 2022
ROMNet: Renovate the Old Memories Runsheng Xu Zhengzhong Tu Yuanqi Du Xiaoyu Dong Jinlong Li Zibo Meng Jiaqi Ma Yu Hongkai 63 1 0 05 Feb 2022
AtmoDist: Self-supervised Representation Learning for Atmospheric Dynamics Sebastian Hoffmann C. Lessig AI4Cl 75 10 0 02 Feb 2022
Gradient Variance Loss for Structure-Enhanced Image Super-Resolution L. Abrahamyan A. Truong Wilfried Philips Nikos Deligiannis SupR 105 23 0 02 Feb 2022
An Optimal Transport Perspective on Unpaired Image Super-Resolution Milena Gazdieva Litu Rout Alexander Korotin A. Kravchenko Alexander N. Filippov Evgeny Burnaev Evgeny Burnaev OT 118 12 0 02 Feb 2022
A Survey on Image Deblurring Chumiao Li 33 0 0 31 Jan 2022
VRT: A Video Restoration Transformer Christos Sakaridis Jingyun Liang Yuchen Fan Peng Sun Rakesh Ranjan Yawei Li Radu Timofte Luc Van Gool ViT 130 273 0 28 Jan 2022
Image Superresolution using Scale-Recurrent Dense Network Kuldeep Purohit Srimanta Mandal A. N. Rajagopalan SupR 38 0 0 28 Jan 2022
Deep Networks for Image and Video Super-Resolution Kuldeep Purohit Srimanta Mandal A. N. Rajagopalan SupR 49 0 0 28 Jan 2022
Pressure Eye: In-bed Contact Pressure Estimation via Contact-less Imaging Shuangjun Liu Sarah Ostadabbas 47 5 0 27 Jan 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 405 851 0 27 Jan 2022
Revisiting RCAN: Improved Training for Image Super-Resolution Zudi Lin Prateek Garg Atmadeep Banerjee Salma Abdel Magid Deqing Sun Yulun Zhang Luc Van Gool D. Wei Hanspeter Pfister SupR 100 59 0 27 Jan 2022
Learning Multiple Probabilistic Degradation Generators for Unsupervised Real World Image Super Resolution Sangyun Lee Sewoong Ahn Kwangjin Yoon 126 6 0 26 Jan 2022
Deep Image Deblurring: A Survey Kaihao Zhang Wenqi Ren Wenhan Luo Wei-Sheng Lai B. Stenger Ming-Hsuan Yang Hongdong Li 196 248 0 26 Jan 2022
GIU-GANs: Global Information Utilization for Generative Adversarial Networks Yongqi Tian Xueyuan Gong Jialin Tang Fuchun Sun Xiaoxiang Liu Xinyuan Zhang 42 4 0 25 Jan 2022
SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification Soumitri Chattopadhyay Siladittya Manna Saumik Bhattacharya Umapada Pal 75 23 0 25 Jan 2022
Hiding Behind Backdoors: Self-Obfuscation Against Generative Models Siddhartha Datta N. Shadbolt SILM AAML AI4CE 61 2 0 24 Jan 2022
Perceptual cGAN for MRI Super-resolution Sahar Almahfouz Nasser Saqib Nizam Shamsi Valay Bundele Bhavesh Garg A. Sethi GAN MedIm 146 10 0 23 Jan 2022
Robust Unpaired Single Image Super-Resolution of Faces Saurabh Goswami A. N. Rajagopalan AAML CVBM 39 0 0 22 Jan 2022
Semi-Supervised Adversarial Recognition of Refined Window Structures for Inverse Procedural Façade Modeling Han Hu Xinrong Liang Yulin Ding Qisen Shang Bo Xu X. Ge Min Chen Ruofei Zhong Qing Zhu 67 9 0 22 Jan 2022
A Review of Deep Learning Based Image Super-resolution Techniques Fang Zhu SupR 16 1 0 22 Jan 2022
WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution Fabian Altekrüger J. Hertrich 51 15 0 20 Jan 2022
A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image Analysis Muhammad Muneeb Saad Ruairi O'Reilly M. H. Rehmani MedIm 140 38 0 19 Jan 2022
Virtual Coil Augmentation Technology for MR Coil Extrapolation via Deep Learning Cailian Yang Xianghao Liao Yuhao Wang Minghui Zhang Qiegen Liu 438 0 0 19 Jan 2022
Autoencoding Video Latents for Adversarial Video Generation Sai Hemanth Kasaraneni VGen 62 3 0 18 Jan 2022
Dual Perceptual Loss for Single Image Super-Resolution Using ESRGAN Mingli Song Huawei Yi Wenqiang Xu Xiaohui Li Yue Liu Yuanyuan Liu SupR 69 6 0 17 Jan 2022
RestoreFormer: High-Quality Blind Face Restoration from Undegraded Key-Value Pairs Zhouxia Wang Jiawei Zhang Runjian Chen Wenping Wang Ping Luo CVBM 72 113 0 17 Jan 2022
CISRNet: Compressed Image Super-Resolution Network Agus Gunawan Sultan Rizky Hikmawan Madjid SupR 161 1 0 16 Jan 2022
Fully Convolutional Change Detection Framework with Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection Chen Wu Bo Du Lefei Zhang 74 118 0 16 Jan 2022
SeamlessGAN: Self-Supervised Synthesis of Tileable Texture Maps Carlos Rodriguez-Pardo Elena Garces GAN 70 26 0 13 Jan 2022
Flexible Style Image Super-Resolution using Conditional Objective Seungcheol Park Young-Su Moon N. Cho SupR 72 17 0 13 Jan 2022
SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-Resolution Jiangning Zhang Chao Xu Jian Li Yue Han Yabiao Wang Ying Tai Yong Liu DiffM 81 17 0 12 Jan 2022
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-based Super-Resolution Bin Xia Yapeng Tian Yucheng Hang Wenming Yang Q. Liao Jie Zhou SupR 63 26 0 12 Jan 2022
Efficient Non-Local Contrastive Attention for Image Super-Resolution Bin Xia Yucheng Hang Yapeng Tian Wenming Yang Q. Liao Jie Zhou SupR 89 80 0 11 Jan 2022
Enhancing Low-Light Images in Real World via Cross-Image Disentanglement Lanqing Guo Renjie Wan Wenhan Yang Alex C. Kot Bihan Wen 72 6 0 10 Jan 2022
MAXIM: Multi-Axis MLP for Image Processing Zhengzhong Tu Hossein Talebi Han Zhang Feng Yang P. Milanfar A. Bovik Yinxiao Li 140 484 0 09 Jan 2022
RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images Ziteng Cui Yingying Zhu Lin Gu Guo-Jun Qi Xiaoxiao Li Peng Gao Zenghui Zhang Tatsuya Harada 75 5 0 07 Jan 2022