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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
Cosmological N-body simulations: a challenge for scalable generative models Nathanael Perraudin Ankit Srivastava Aurelien Lucchi T. Kacprzak Thomas Hofmann Alexandre Réfrégier 55 34 0 15 Aug 2019
Super-resolution of Omnidirectional Images Using Adversarial Learning C. Ozcinar A. Rana A. Smolic SupR 124 43 0 12 Aug 2019
Efficient Structurally-Strengthened Generative Adversarial Network for MRI Reconstruction Wenzhong Zhou Huiqian Du Wenbo Mei Liping Fang GAN MedIm 40 17 0 11 Aug 2019
Content and Colour Distillation for Learning Image Translations with the Spatial Profile Loss M. Sarfraz C. Seibold Haroon Khalid Rainer Stiefelhagen GAN 32 15 0 01 Aug 2019
Landmark Detection in Low Resolution Faces with Semi-Supervised Learning Amit Kumar Rama Chellappa CVBM 28 4 0 30 Jul 2019
Progressive Perception-Oriented Network for Single Image Super-Resolution Zheng Hui Jie Li Xinbo Gao Xiumei Wang SupR GAN 79 53 0 24 Jul 2019
Enhanced generative adversarial network for 3D brain MRI super-resolution Jiancong Wang Yuhua Chen Yifan Wu Jianbo Shi J. Gee MedIm GAN 74 63 0 10 Jul 2019
Gated Multiple Feedback Network for Image Super-Resolution Qilei Li Zhen Li Lu Lu Gwanggil Jeon Kai Liu Xiaomin Yang SupR 75 29 0 09 Jul 2019
MRI Super-Resolution with Ensemble Learning and Complementary Priors Qing Lyu Hongming Shan Ge Wang MedIm SupR 78 100 0 06 Jul 2019
A Single Video Super-Resolution GAN for Multiple Downsampling Operators based on Pseudo-Inverse Image Formation Models Santiago López-Tapia Alice Lucas Rafael Molina Aggelos K. Katsaggelos SupR 41 19 0 02 Jul 2019
DuDoNet: Dual Domain Network for CT Metal Artifact Reduction Wei-An Lin Haofu Liao Cheng-Fang Peng Xiaohang Sun Jingdan Zhang Jiebo Luo Rama Chellappa S. Kevin Zhou MedIm 75 199 0 29 Jun 2019
Densely Residual Laplacian Super-Resolution Saeed Anwar Nick Barnes SupR 92 230 0 28 Jun 2019
Integration of adversarial autoencoders with residual dense convolutional networks for estimation of non-Gaussian hydraulic conductivities S. Mo N. Zabaras Xiaoqing Shi Jichun Wu 103 43 0 26 Jun 2019
Hierarchical Back Projection Network for Image Super-Resolution Zhi-Song Liu Li-Wen Wang Chu-Tak Li W. Siu SupR 40 39 0 17 Jun 2019
Suppressing Model Overfitting for Image Super-Resolution Networks Ruicheng Feng Jinjin Gu Yu Qiao Chao Dong SupR 56 39 0 11 Jun 2019
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Zhengwei Wang Qi She T. Ward MedIm EGVM 218 90 0 04 Jun 2019
Cross-Domain Cascaded Deep Feature Translation Oren Katzir Dani Lischinski Daniel Cohen-Or 137 13 0 04 Jun 2019
GazeCorrection:Self-Guided Eye Manipulation in the wild using Self-Supervised Generative Adversarial Networks Jichao Zhang Meng Sun Jingjing Chen Hao Tang Yan Yan Xueying Qin N. Sebe 149 5 0 03 Jun 2019
Cross-Resolution Face Recognition via Prior-Aided Face Hallucination and Residual Knowledge Distillation Hanyang Kong Jian-jun Zhao X. Tu Junliang Xing Shengmei Shen Jiashi Feng SupR CVBM 47 22 0 26 May 2019
Zoom To Learn, Learn To Zoom X. Zhang Qifeng Chen Ren Ng V. Koltun SupR 115 251 0 13 May 2019
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement Szu-Wei Fu Chien-Feng Liao Yu Tsao Shou-De Lin 78 331 0 13 May 2019
3d-SMRnet: Achieving a new quality of MPI system matrix recovery by deep learning Ivo M. Baltruschat P. Szwargulski F. Griese M. Grosser R. Werner T. Knopp 26 21 0 08 May 2019
EDVR: Video Restoration with Enhanced Deformable Convolutional Networks Xintao Wang Kelvin C. K. Chan K. Yu Chao Dong Chen Change Loy SupR 107 1,037 0 07 May 2019
Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline Guocheng Qian Yuanhao Wang Jinjin Gu Chao Dong Wolfgang Heidrich Guohao Li Jimmy S. J. Ren SupR 62 23 0 07 May 2019
TileGAN: Synthesis of Large-Scale Non-Homogeneous Textures Anna Frühstück Ibraheem Alhashim Peter Wonka GAN 72 41 0 29 Apr 2019
IsMo-GAN: Adversarial Learning for Monocular Non-Rigid 3D Reconstruction Soshi Shimada Vladislav Golyanik Christian Theobalt D. Stricker GAN 3DH 3DV 57 38 0 27 Apr 2019
Super-Resolved Image Perceptual Quality Improvement via Multi-Feature Discriminators Xuan Zhu Yue Cheng Jinye Peng Rongzhi Wang Mingnan Le Xin Liu GAN 21 8 0 24 Apr 2019
Path-Restore: Learning Network Path Selection for Image Restoration K. Yu Xintao Wang Chao Dong Xiaoou Tang Chen Change Loy 86 84 0 23 Apr 2019
TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation Wayne Wu Kaidi Cao Cheng Li Chao Qian Chen Change Loy ViT DRL 97 111 0 21 Apr 2019
Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers Jingwen He Chao Dong Yu Qiao SupR 74 92 0 17 Apr 2019
A Deep Journey into Super-resolution: A survey Saeed Anwar Salman Khan Nick Barnes SupR 136 417 0 16 Apr 2019
Evaluating Robustness of Deep Image Super-Resolution against Adversarial Attacks Jun-Ho Choi Huan Zhang Jun-Hyuk Kim Cho-Jui Hsieh Jong-Seok Lee AAML SupR 85 74 0 12 Apr 2019
Blind Super-Resolution With Iterative Kernel Correction Jinjin Gu Hannan Lu W. Zuo Chao Dong SupR 115 479 0 06 Apr 2019
CFSNet: Toward a Controllable Feature Space for Image Restoration Wei Wang Ruiming Guo Yapeng Tian Wenming Yang DiffM 74 65 0 01 Apr 2019
A HVS-inspired Attention to Improve Loss Metrics for CNN-based Perception-Oriented Super-Resolution Taimoor Tariq Juan Luis Gonzalez Munchurl Kim SupR 21 1 0 30 Mar 2019
Unpaired Point Cloud Completion on Real Scans using Adversarial Training Xuelin Chen Baoquan Chen Niloy J. Mitra 3DPC 90 128 0 29 Mar 2019
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels Kai Zhang W. Zuo Lei Zhang SupR 58 363 0 29 Mar 2019
Dense Intrinsic Appearance Flow for Human Pose Transfer Yining Li Chen Huang Chen Change Loy 3DH 85 183 0 27 Mar 2019
Auto-Embedding Generative Adversarial Networks for High Resolution Image Synthesis Yong Guo Qi Chen Jian Chen Qingyao Wu Javen Qinfeng Shi Mingkui Tan GAN 82 66 0 27 Mar 2019
PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain Sheng You Ning You Minxue Pan GAN 73 20 0 25 Mar 2019
Residual Non-local Attention Networks for Image Restoration Yulun Zhang Kunpeng Li Kai Li Bineng Zhong Y. Fu SupR 78 678 0 24 Mar 2019
SRGAN: Training Dataset Matters Nao Takano G. Alaghband GAN 19 16 0 24 Mar 2019
Feedback Network for Image Super-Resolution Zerui Li Jinglei Yang Zheng Liu Xiaomin Yang Gwanggil Jeon Wei Wu SupR 79 721 0 23 Mar 2019
A Matrix-in-matrix Neural Network for Image Super Resolution Hailong Ma Xiangxiang Chu Bo Zhang Shaohua Wan Bo Zhang SupR 62 7 0 19 Mar 2019
Deep Residual Autoencoder for quality independent JPEG restoration Simone Zini Simone Bianco Raimondo Schettini 80 18 0 14 Mar 2019
Two-Stream Action Recognition-Oriented Video Super-Resolution Haochen Zhang Dong Liu Zhiwei Xiong SupR 64 46 0 13 Mar 2019
Efficient Deep Neural Network for Photo-realistic Image Super-Resolution Namhyuk Ahn Byungkon Kang Kyung-ah Sohn SupR 72 27 0 06 Mar 2019
STEFANN: Scene Text Editor using Font Adaptive Neural Network Prasun Roy Saumik Bhattacharya Subhankar Ghosh Umapada Pal DiffM 119 61 0 04 Mar 2019
Two-phase Hair Image Synthesis by Self-Enhancing Generative Model Haonan Qiu Chuan Wang Hang Zhu Xiangyu Zhu Jinjin Gu Xiaoguang Han 3DH GAN 37 12 0 28 Feb 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen Guosheng Lin SupR 92 1,455 0 16 Feb 2019