Title
Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging -- Mini Review, Comparison and Perspectives Guang Yang Jun Lv Yutong Chen Jiahao Huang Jin Zhu MedIm 51 10 0 04 May 2021
COMISR: Compression-Informed Video Super-Resolution Yinxiao Li Pengchong Jin Feng Yang Ce Liu Ming-Hsuan Yang P. Milanfar SupR 67 39 0 04 May 2021
An End-to-End and Accurate PPG-based Respiratory Rate Estimation Approach Using Cycle Generative Adversarial Networks Seyed Amir Hossein Aqajari Rui Cao Amir Hosein Afandizadeh Zargari Amir M. Rahmani 42 28 0 03 May 2021
Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain Connectivity Megi Isallari I. Rekik 50 13 0 02 May 2021
Semantic Relation Preserving Knowledge Distillation for Image-to-Image Translation Zeqi Li R. Jiang P. Aarabi GAN VLM 89 28 0 30 Apr 2021
Deep Image Destruction: Vulnerability of Deep Image-to-Image Models against Adversarial Attacks Jun-Ho Choi Huan Zhang Jun-Hyuk Kim Cho-Jui Hsieh Jong-Seok Lee VLM 62 8 0 30 Apr 2021
SRDiff: Single Image Super-Resolution with Diffusion Probabilistic Models Haoying Li Yifan Yang Meng Chang H. Feng Zhi-hai Xu Qi Li Yue-ting Chen DiffM 134 645 0 30 Apr 2021
NTIRE 2021 Challenge on Image Deblurring Seungjun Nah Sanghyun Son Suyoung Lee Radu Timofte Kyoung Mu Lee SupR 106 83 0 30 Apr 2021
A coding theorem for the rate-distortion-perception function Lucas Theis Aaron B. Wagner 114 52 0 28 Apr 2021
Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding Chongyi Li Saeed Anwar Xianqiang Lyu Runmin Cong Chunle Guo Wenqi Ren 77 552 0 27 Apr 2021
Clean Images are Hard to Reblur: Exploiting the Ill-Posed Inverse Task for Dynamic Scene Deblurring Seungjun Nah Sanghyun Son Jaerin Lee Kyoung Mu Lee 129 17 0 26 Apr 2021
Good Artists Copy, Great Artists Steal: Model Extraction Attacks Against Image Translation Models S. Szyller Vasisht Duddu Tommi Gröndahl Nirmal Asokan MIACV 76 2 0 26 Apr 2021
Inner-ear Augmented Metal Artifact Reduction with Simulation-based 3D Generative Adversarial Networks Zihao Wang C. Vandersteen T. Demarcy D. Gnansia C. Raffaelli N. Guevara H. Delingette MedIm 70 11 0 26 Apr 2021
Generative Adversarial Network: Some Analytical Perspectives Haoyang Cao Xin Guo GAN 84 2 0 25 Apr 2021
Image Inpainting with Edge-guided Learnable Bidirectional Attention Maps Dongsheng Wang Chaohao Xie Shaohui Liu Zhenxing Niu W. Zuo 60 3 0 25 Apr 2021
Mini-batch graphs for robust image classification Arnab Kumar Mondal V. Jain K. Siddiqi OOD 117 7 0 22 Apr 2021
Low-Light Image and Video Enhancement Using Deep Learning: A Survey Chongyi Li Chunle Guo Linghao Han Jun Jiang Mingg-Ming Cheng Liang Feng Chen Change Loy 119 372 0 21 Apr 2021
A Two-Stage Attentive Network for Single Image Super-Resolution Jiqing Zhang Chengjiang Long Yuxin Wang Haiyin Piao Haiyang Mei Xin Yang Baocai Yin SupR 100 62 0 21 Apr 2021
SRWarp: Generalized Image Super-Resolution under Arbitrary Transformation Sanghyun Son Kyoung Mu Lee 133 36 0 21 Apr 2021
TWIST-GAN: Towards Wavelet Transform and Transferred GAN for Spatio-Temporal Single Image Super Resolution Fayaz Ali Dharejo F. Deeba Yuanchun Zhou Bhagwan Das M. A. Jatoi Muhammad Zawish Yi Du Yuanchun Zhou 58 37 0 20 Apr 2021
Perceptual Loss for Robust Unsupervised Homography Estimation Daniel Koguciuk Elahe Arani Bahram Zonooz 55 31 0 20 Apr 2021
Semantic Segmentation by Improved Generative Adversarial Networks ZengShun Zhaoa Yulong Wang Ke Liu Haoran Yang Qian Sun Heng Qiao GAN SSeg 52 6 0 20 Apr 2021
Coarse-to-Fine Searching for Efficient Generative Adversarial Networks Jiahao Wang Han Shu Weihao Xia Yujiu Yang Yunhe Wang GAN 75 5 0 19 Apr 2021
Removing Adversarial Noise in Class Activation Feature Space Dawei Zhou N. Wang Chunlei Peng Xinbo Gao Xiaoyu Wang Jun Yu Tongliang Liu AAML 66 29 0 19 Apr 2021
Surrogate Gradient Field for Latent Space Manipulation Minjun Li Yanghua Jin Huachun Zhu GAN 67 18 0 19 Apr 2021
RingCNN: Exploiting Algebraically-Sparse Ring Tensors for Energy-Efficient CNN-Based Computational Imaging Chao-Tsung Huang 92 10 0 19 Apr 2021
Kernel Adversarial Learning for Real-world Image Super-resolution Hu Wang Congbo Ma Jianpeng Zhang G. Carneiro SupR 68 0 0 19 Apr 2021
A Two-branch Neural Network for Non-homogeneous Dehazing via Ensemble Learning Yankun Yu Huan Liu Min-Jun Fu Jun Chen Xiyao Wang Keyan Wang 78 67 0 18 Apr 2021
VSpSR: Explorable Super-Resolution via Variational Sparse Representation Hang Zhou Chao Huang Shangqi Gao Xiahai Zhuang 61 6 0 17 Apr 2021
StEP: Style-based Encoder Pre-training for Multi-modal Image Synthesis Moustafa Meshry Yixuan Ren L. Davis Abhinav Shrivastava 35 11 0 14 Apr 2021
Lucas-Kanade Reloaded: End-to-End Super-Resolution from Raw Image Bursts Bruno Lecouat Jean Ponce Julien Mairal SupR 61 38 0 13 Apr 2021
UNIT-DDPM: UNpaired Image Translation with Denoising Diffusion Probabilistic Models Hiroshi Sasaki Chris G. Willcocks T. Breckon DiffM 62 167 0 12 Apr 2021
Boltzmann Tuning of Generative Models Victor Berger Michele Sebag 62 0 0 12 Apr 2021
CoPE: Conditional image generation using Polynomial Expansions Grigorios G. Chrysos Markos Georgopoulos Yannis Panagakis DiffM 78 12 0 11 Apr 2021
Applications of physics-informed scientific machine learning in subsurface science: A survey A. Sun H. Yoon C. Shih Zhi Zhong AI4CE 82 11 0 10 Apr 2021
Appearance-Driven Automatic 3D Model Simplification J. Hasselgren Jacob Munkberg J. Lehtinen M. Aittala S. Laine 95 56 0 08 Apr 2021
Conditional Hyper-Network for Blind Super-Resolution with Multiple Degradations Guanghao Yin Wei Wang Zehuan Yuan Wei Ji Dongdong Yu Shouqian Sun Tat-Seng Chua Changhu Wang 81 16 0 08 Apr 2021
An Empirical Study of the Effects of Sample-Mixing Methods for Efficient Training of Generative Adversarial Networks M. Takamoto Yusuke Morishita AAML 25 1 0 08 Apr 2021
[RE] CNN-generated images are surprisingly easy to spot...for now Joel Frank Thorsten Holz 40 3 0 07 Apr 2021
PyNET-CA: Enhanced PyNET with Channel Attention for End-to-End Mobile Image Signal Processing Byung-Hoon Kim Joonyoung Song J. C. Ye JaeHyun Baek 81 26 0 07 Apr 2021
Test-Time Adaptation for Super-Resolution: You Only Need to Overfit on a Few More Images Mohammad Saeed Rad Thomas Yu Behzad Bozorgtabar Jean-Philippe Thiran 83 4 0 06 Apr 2021
NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling Junhyeok Lee Seungu Han DiffM 83 70 0 06 Apr 2021
Training Deep Normalizing Flow Models in Highly Incomplete Data Scenarios with Prior Regularization Edgar A. Bernal 43 1 0 03 Apr 2021
SDAN: Squared Deformable Alignment Network for Learning Misaligned Optical Zoom Kangfu Mei Shenglong Ye Rui Huang SupR 33 1 0 02 Apr 2021
Improved Image Generation via Sparse Modeling Roy Ganz Michael Elad 55 1 0 01 Apr 2021
CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN Giorgio Barnabò Giovanni Trappolini L. Lastilla Cesare Campagnano Angela Fan Fabio Petroni Fabrizio Silvestri 69 4 0 01 Apr 2021
A Closer Look at Fourier Spectrum Discrepancies for CNN-generated Images Detection Keshigeyan Chandrasegaran Ngoc-Trung Tran Ngai-Man Cheung 94 83 0 31 Mar 2021
Dual Contrastive Loss and Attention for GANs Ning Yu Guilin Liu Aysegül Dündar Andrew Tao Bryan Catanzaro Larry S. Davis Mario Fritz GAN 133 61 0 31 Mar 2021
Progressively Complementary Network for Fisheye Image Rectification Using Appearance Flow Shangrong Yang Chunyu Lin K. Liao Chunjie Zhang Yao-Min Zhao 65 46 0 30 Mar 2021
Flow-based Kernel Prior with Application to Blind Super-Resolution Christos Sakaridis Peng Sun Shuhang Gu Luc Van Gool Radu Timofte SupR 108 130 0 29 Mar 2021