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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
Learning to Zoom-in via Learning to Zoom-out: Real-world Super-resolution by Generating and Adapting Degradation Dong Gong Wei Sun Javen Qinfeng Shi Anton van den Hengel Yanning Zhang SupR 80 28 0 08 Jan 2020
Self-supervised Fine-tuning for Correcting Super-Resolution Convolutional Neural Networks Alice Lucas S. Tapia Rafael Molina Aggelos K. Katsaggelos SupR 51 0 0 30 Dec 2019
Data-Free Adversarial Distillation Gongfan Fang Mingli Song Chengchao Shen Xinchao Wang Da Chen Xiuming Zhang 78 148 0 23 Dec 2019
$Σ$ -net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction Kerstin Hammernik Jo Schlemper C. Qin Jinming Duan Ronald M. Summers Daniel Rueckert 68 24 0 18 Dec 2019
Spatial-Angular Interaction for Light Field Image Super-Resolution Yingqian Wang Longguang Wang Jungang Yang W. An Jingyi Yu Yulan Guo 78 153 0 17 Dec 2019
Image Processing Using Multi-Code GAN Prior Jinjin Gu Yujun Shen Bolei Zhou GAN 92 318 0 15 Dec 2019
An Approach to Super-Resolution of Sentinel-2 Images Based on Generative Adversarial Networks Kexin Zhang Gencer Sumbul Begüm Demir GAN 27 13 0 12 Dec 2019
Bias Remediation in Driver Drowsiness Detection systems using Generative Adversarial Networks Mkhuseli Ngxande J. Tapamo Michael G. Burke 99 39 0 10 Dec 2019
StarGAN v2: Diverse Image Synthesis for Multiple Domains Yunjey Choi Youngjung Uh Jaejun Yoo Jung-Woo Ha 3DH 213 1,760 0 04 Dec 2019
Explorable Super Resolution Yuval Bahat T. Michaeli SupR 80 70 0 04 Dec 2019
Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers Shady Abu Hussein Tom Tirer Raja Giryes SupR 80 69 0 30 Nov 2019
Learning Likelihoods with Conditional Normalizing Flows Christina Winkler Daniel E. Worrall Emiel Hoogeboom Max Welling TPM 280 226 0 29 Nov 2019
Using Physics-Informed Super-Resolution Generative Adversarial Networks for Subgrid Modeling in Turbulent Reactive Flows Mathis Bode M. Gauding Zeyu Lian D. Denker M. Davidovic K. Kleinheinz J. Jitsev H. Pitsch AI4CE 70 21 0 26 Nov 2019
Super-Resolution for Practical Automated Plant Disease Diagnosis System Q. H. Cap Hiroki Tani H. Uga S. Kagiwada Hitoshi Iyatomi 21 9 0 26 Nov 2019
Fine-grained Attention and Feature-sharing Generative Adversarial Networks for Single Image Super-Resolution Yitong Yan Chuangchuang Liu Changyou Chen Xianfang Sun Longcun Jin Xiang Zhou GAN 149 51 0 25 Nov 2019
Self-Enhanced Convolutional Network for Facial Video Hallucination Chaowei Fang Guanbin Li Xiaoguang Han Yizhou Yu SupR 65 9 0 23 Nov 2019
Dual Reconstruction with Densely Connected Residual Network for Single Image Super-Resolution Chih-Chung Hsu Chia-Hsiang Lin SupR 14 10 0 20 Nov 2019
AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results Andreas Lugmayr Martin Danelljan Radu Timofte Manuel Fritsche Shuhang Gu ... Xiaopeng Sun Wen Lu Jie Li Xinbo Gao Sefi Bell-Kligler SupR 91 94 0 18 Nov 2019
Frequency Separation for Real-World Super-Resolution Manuel Fritsche Shuhang Gu Radu Timofte 103 228 0 18 Nov 2019
Merging-ISP: Multi-Exposure High Dynamic Range Image Signal Processing Prashant Chaudhari Franziska Schirrmacher Andreas Maier Christian Riess Thomas Köhler 73 12 0 12 Nov 2019
Joint Demosaicing and Super-Resolution (JDSR): Network Design and Perceptual Optimization Xuan Xu Yanfang Ye Xin Li SupR 50 22 0 08 Nov 2019
Perception-oriented Single Image Super-Resolution via Dual Relativistic Average Generative Adversarial Networks Yuan Ma Kewen Liu Hongxia Xiong Panpan Fang Xiaojun Li Yalei Chen Chaoyang Liu SupR 25 1 0 08 Nov 2019
$A deep learning framework for morphologic detail beyond the diffraction limit in infrared spectroscopic imaging$ A deep learning framework for morphologic detail beyond the diffraction limit in infrared spectroscopic imaging Kianoush Falahkheirkhah Kevin Yeh Shachi Mittal L. Pfister Rohit Bhargava MedIm 39 4 0 06 Nov 2019
AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results Kai Zhang Shuhang Gu Radu Timofte Zheng Hui Xiumei Wang ... Y. Niu Peijin Zhuo Xiangzhen Kong Long Sun Wenhao Wang SupR 88 54 0 04 Nov 2019
Cooperative Semantic Segmentation and Image Restoration in Adverse Environmental Conditions W. Xia Zhanglin Cheng Yujiu Yang Jing-Hao Xue 40 7 0 02 Nov 2019
Unsupervised Multi-Domain Multimodal Image-to-Image Translation with Explicit Domain-Constrained Disentanglement Weihao Xia Yujiu Yang Jing-Hao Xue 126 15 0 02 Nov 2019
Cali-Sketch: Stroke Calibration and Completion for High-Quality Face Image Generation from Human-Like Sketches Weihao Xia Yujiu Yang Jing-Hao Xue DiffM 3DH CVBM 48 17 0 01 Nov 2019
The Six Fronts of the Generative Adversarial Networks Alceu Bissoto Eduardo Valle Sandra Avila GAN AI4CE 72 18 0 29 Oct 2019
Deep Image Blending Lingzhi Zhang Tarmily Wen Jianbo Shi 66 96 0 25 Oct 2019
Multimodal Image Outpainting With Regularized Normalized Diversification Lingzhi Zhang Jiancong Wang Jianbo Shi DiffM 122 15 0 25 Oct 2019
Component Attention Guided Face Super-Resolution Network: CAGFace Ratheesh Kalarot Tao Li Fatih Porikli CVBM SupR 74 38 0 19 Oct 2019
Structure Preserving Compressive Sensing MRI Reconstruction using Generative Adversarial Networks Puneesh Deora Bhavya Vasudeva Saumik Bhattacharya P. M. Pradhan GAN MedIm 78 32 0 14 Oct 2019
Image Super-Resolution via Attention based Back Projection Networks Zhi-Song Liu Li-Wen Wang Chu-Tak Li W. Siu Yui-Lam Chan SupR 87 67 0 10 Oct 2019
Wavelet Domain Style Transfer for an Effective Perception-distortion Tradeoff in Single Image Super-Resolution Xin Deng Ren Yang Mai Xu Pier Luigi Dragotti 78 75 0 09 Oct 2019
Unsupervised Image Super-Resolution with an Indirect Supervised Path Zhen-Wen Han Enyan Dai Xu Jia Xiaoying Ren Shuaijun Chen Chunjing Xu Jianzhuang Liu Qi Tian 91 47 0 07 Oct 2019
Deep learning at scale for subgrid modeling in turbulent flows Mathis Bode M. Gauding K. Kleinheinz H. Pitsch AI4CE 66 21 0 01 Oct 2019
MGBPv2: Scaling Up Multi-Grid Back-Projection Networks Pablo Navarrete Michelini Wenbin Chen Hanwen Liu Dan Zhu 65 7 0 27 Sep 2019
Region-wise Generative Adversarial ImageInpainting for Large Missing Areas Yuqing Ma Xianglong Liu Shihao Bai Lei Wang Aishan Liu Dacheng Tao Edwin R. Hancock GAN 72 43 0 27 Sep 2019
s-LWSR: Super Lightweight Super-Resolution Network Biao Li Jiabin Liu Bo Wang Zhiquan Qi Yong Shi SupR 75 47 0 24 Sep 2019
Deformable Non-local Network for Video Super-Resolution Hua Wang Dewei Su Chuangchuang Liu Longcun Jin Xianfang Sun Xinyi Peng SupR 52 66 0 24 Sep 2019
Unsupervised Learning for Real-World Super-Resolution Andreas Lugmayr Martin Danelljan Radu Timofte SSL SupR 205 170 0 20 Sep 2019
Underwater Image Super-Resolution using Deep Residual Multipliers M. Islam Sadman Sakib Enan Peigen Luo Junaed Sattar 67 67 0 20 Sep 2019
Deeply Matting-based Dual Generative Adversarial Network for Image and Document Label Supervision Yubao Liu Kai Lin GAN 13 0 0 19 Sep 2019
Extremely Weak Supervised Image-to-Image Translation for Semantic Segmentation Samarth Shukla Luc Van Gool Radu Timofte VLM 50 9 0 18 Sep 2019
Multi-FAN: Multi-Spectral Mosaic Super-Resolution Via Multi-Scale Feature Aggregation Network M. Shoeiby M. S. Aliakbarian Saeed Anwar L. Petersson SupR 29 0 0 17 Sep 2019
NODE: Extreme Low Light Raw Image Denoising using a Noise Decomposition Network Hao Guan Liu Liu Sean J. Moran Fenglong Song Greg Slabaugh 39 9 0 11 Sep 2019
JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video Seunggeun Kim Jihyong Oh Munchurl Kim 84 79 0 10 Sep 2019
SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters Evangelos Ververas Stefanos Zafeiriou 3DH CVBM GAN 59 23 0 26 Aug 2019
SROBB: Targeted Perceptual Loss for Single Image Super-Resolution Mohammad Saeed Rad Behzad Bozorgtabar Urs-Viktor Marti Max Basler H. K. Ekenel Jean-Philippe Thiran SupR 61 123 0 20 Aug 2019
RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution Wenlong Zhang Yihao Liu Chao Dong Yu Qiao GAN 62 355 0 18 Aug 2019