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ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks

1 September 2018

Jinjin Gu

Yu Qiao

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Papers citing "ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks"

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Title
COMISR: Compression-Informed Video Super-Resolution Yinxiao Li Pengchong Jin Feng Yang Ce Liu Ming-Hsuan Yang P. Milanfar SupR 65 39 0 04 May 2021
Towards A Multi-agent System for Online Hate Speech Detection Gaurav Sahu R. Cohen Olga Vechtomova 60 10 0 03 May 2021
Simultaneous super-resolution and motion artifact removal in diffusion-weighted MRI using unsupervised deep learning Hyungjin Chung Jaehyun Kim J. Yoon J. Lee Jong Chul Ye DiffM MedIm 83 8 0 01 May 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 112 645 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
Perceptual Image Quality Assessment with Transformers Manri Cheon Sung-Jun Yoon Byungyeon Kang Junwoo Lee ViT 99 116 0 30 Apr 2021
Region-Adaptive Deformable Network for Image Quality Assessment Shu Shi Qingyan Bai Ming Cao Weihao Xia Jiahao Wang Yifan Chen Yujiu Yang 62 20 0 23 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 110 372 0 21 Apr 2021
SRWarp: Generalized Image Super-Resolution under Arbitrary Transformation Sanghyun Son Kyoung Mu Lee 130 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
Posterior Sampling for Image Restoration using Explicit Patch Priors Roy Friedman Yair Weiss 79 6 0 20 Apr 2021
$Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network$ Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network Ruicheng Feng Chongyi Li Huaijin Chen Shuai Li Chen Change Loy Liang Feng 74 48 0 19 Apr 2021
Attention in Attention Network for Image Super-Resolution Haoyu Chen Jinjin Gu Zhi-Li Zhang SupR 65 70 0 19 Apr 2021
Beyond Joint Demosaicking and Denoising: An Image Processing Pipeline for a Pixel-bin Image Sensor S. Sharif R. A. Naqvi Mithun Biswas SupR 78 41 0 19 Apr 2021
A Two-stage Deep Network for High Dynamic Range Image Reconstruction S. Sharif R. A. Naqvi Mithun Biswas Kim Sungjun 3DV 69 18 0 19 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
Kernel Adversarial Learning for Real-world Image Super-resolution Hu Wang Congbo Ma Jianpeng Zhang G. Carneiro SupR 64 0 0 19 Apr 2021
VSpSR: Explorable Super-Resolution via Variational Sparse Representation Hang Zhou Chao Huang Shangqi Gao Xiahai Zhuang 61 6 0 17 Apr 2021
BAM: A Balanced Attention Mechanism for Single Image Super Resolution Fanyi Wang Haotian Hu Cheng Shen 63 6 0 15 Apr 2021
Machine-learned 3D Building Vectorization from Satellite Imagery Yi Wang Stefano Zorzi K. Bittner 3DPC 89 25 0 13 Apr 2021
Very Lightweight Photo Retouching Network with Conditional Sequential Modulation Yihao Liu Jingwen He Xiangyu Chen Zhengwen Zhang Hengyuan Zhao Chao Dong Yu Qiao 56 27 0 13 Apr 2021
Lucas-Kanade Reloaded: End-to-End Super-Resolution from Raw Image Bursts Bruno Lecouat Jean Ponce Julien Mairal SupR 53 38 0 13 Apr 2021
SIGAN: A Novel Image Generation Method for Solar Cell Defect Segmentation and Augmentation Binyi Su Zhong Zhou Haiyong Chen Xiaochun Cao 50 12 0 11 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
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 71 4 0 06 Apr 2021
Efficient Video Compression via Content-Adaptive Super-Resolution Mehrdad Khani Shirkoohi Vibhaalakshmi Sivaraman Mohammad Alizadeh SupR 69 49 0 06 Apr 2021
NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling Junhyeok Lee Seungu Han DiffM 76 70 0 06 Apr 2021
SDAN: Squared Deformable Alignment Network for Learning Misaligned Optical Zoom Kangfu Mei Shenglong Ye Rui Huang SupR 24 1 0 02 Apr 2021
Video-Specific Autoencoders for Exploring, Editing and Transmitting Videos Kevin Wang Deva Ramanan Aayush Bansal VGen 39 1 0 31 Mar 2021
Flow-based Kernel Prior with Application to Blind Super-Resolution Christos Sakaridis Peng Sun Shuhang Gu Luc Van Gool Radu Timofte SupR 105 130 0 29 Mar 2021
Best-Buddy GANs for Highly Detailed Image Super-Resolution Wenbo Li Kun Zhou Lu Qi Liying Lu Nianjuan Jiang Jiangbo Lu Jiaya Jia GAN 100 75 0 29 Mar 2021
Transitional Learning: Exploring the Transition States of Degradation for Blind Super-resolution Yuanfei Huang Jie Li Yanting Hu Xinbo Gao Huan Huang 59 5 0 29 Mar 2021
Video Rescaling Networks with Joint Optimization Strategies for Downscaling and Upscaling Yan-Cheng Huang Yi-Hsin Chen Chen Lu Hui-Po Wang Wen-Hsiao Peng Ching-Chun Huang 53 16 0 27 Mar 2021
Equivariant Imaging: Learning Beyond the Range Space Dongdong Chen Julián Tachella Mike E. Davies SSL 110 103 0 26 Mar 2021
Training a Task-Specific Image Reconstruction Loss Aamir Mustafa A. Mikhailiuk Dan-Andrei Iliescu Varun Babbar Rafał K. Mantiuk DRL SupR 57 23 0 26 Mar 2021
D2C-SR: A Divergence to Convergence Approach for Real-World Image Super-Resolution Youwei Li Haibin Huang Lanpeng Jia Haoqiang Fan Shuaicheng Liu DiffM SupR 65 12 0 26 Mar 2021
Super-Resolving Compressed Video in Coding Chain Dewang Hou Yangshen Zhao Yuyao Ye Jiayu Yang Jian Zhang Ronggang Wang SupR 37 3 0 26 Mar 2021
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution Peng Sun Christos Sakaridis Luc Van Gool Radu Timofte 198 600 0 25 Mar 2021
MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising Zexin Lu Wenjun Xia Yongqiang Huang Hongming Shan Hu Chen Jiliu Zhou Yan Zhang MedIm 72 24 0 24 Mar 2021
Deep Dense Multi-scale Network for Snow Removal Using Semantic and Geometric Priors Kaihao Zhang Rongqing Li Yanjiang Yu Wenhan Luo Changsheng Li Hongdong Li 85 143 0 21 Mar 2021
Learning to Resize Images for Computer Vision Tasks Hossein Talebi P. Milanfar 90 120 0 17 Mar 2021
Collapsible Linear Blocks for Super-Efficient Super Resolution Kartikeya Bhardwaj M. Milosavljevic Liam OÑeil Dibakar Gope Ramon Matas Navarro A. Chalfin Naveen Suda Lingchuan Meng Danny Loh SupR 76 40 0 17 Mar 2021
Fine-grained MRI Reconstruction using Attentive Selection Generative Adversarial Networks Qingbin Liu Mehrdad Yaghoobi GAN MedIm 57 5 0 13 Mar 2021
ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic Xiangtao Kong Hengyuan Zhao Yu Qiao Chao Dong 148 159 0 06 Mar 2021
Multi-Stage Raw Video Denoising with Adversarial Loss and Gradient Mask Avinash Paliwal Libing Zeng N. Kalantari VGen 56 8 0 04 Mar 2021
Data Augmentation for Object Detection via Differentiable Neural Rendering G. Ning Guang Chen Chaowei Tan Si Luo Liefeng Bo Heng Huang 61 7 0 04 Mar 2021
Sparsity Aware Normalization for GANs I. Kligvasser T. Michaeli GAN 81 6 0 03 Mar 2021
Real-World Single Image Super-Resolution: A Brief Review Honggang Chen Xiaohai He L. Qing Yuanyuan Wu Chao Ren Ce Zhu 121 273 0 03 Mar 2021