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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
Training Generative Adversarial Networks in One Stage Chengchao Shen Youtan Yin Xinchao Wang Xubin Li Mingli Song Xiuming Zhang GAN 111 13 0 28 Feb 2021
Investigating Deep Neural Structures and their Interpretability in the Domain of Voice Conversion Samuel J. Broughton Md. Asif Jalal Roger K. Moore 39 0 0 22 Feb 2021
A Comprehensive Review of Deep Learning-based Single Image Super-resolution S. M. A. Bashir Yi Wang Mahrukh Khan Yilong Niu SupR AI4Cl 81 119 0 18 Feb 2021
Neural Network Libraries: A Deep Learning Framework Designed from Engineers' Perspectives T. Narihira Javier Alonsogarcia Fabien Cardinaux Akio Hayakawa Masato Ishii ... Kenji Suzuki Stephen Tiedmann Stefan Uhlich T. Yashima K. Yoshiyama 61 11 0 12 Feb 2021
A Generative Model for Hallucinating Diverse Versions of Super Resolution Images M. Abid Ihsen Hedhli Christian Gagné DiffM 34 3 0 12 Feb 2021
Deep Photo Scan: Semi-Supervised Learning for dealing with the real-world degradation in Smartphone Photo Scanning Man M. Ho Jinjia Zhou 98 4 0 11 Feb 2021
Deep Iteration Assisted by Multi-level Obey-pixel Network Discriminator (DIAMOND) for Medical Image Recovery Moran Xu Dianlin Hu Weifei Wu Weiwen Wu GAN MedIm 54 0 0 08 Feb 2021
Real-World Super-Resolution of Face-Images from Surveillance Cameras Andreas Aakerberg Kamal Nasrollahi T. Moeslund SupR CVBM 70 35 0 05 Feb 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 253 1,506 0 04 Feb 2021
Robust pedestrian detection in thermal imagery using synthesized images My Kieu Lorenzo Berlincioni L. Galteri Marco Bertini Andrew D. Bagdanov A. Bimbo 65 21 0 03 Feb 2021
Deep Burst Super-Resolution Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte SupR 87 127 0 26 Jan 2021
Quality Assessment of Super-Resolved Omnidirectional Image Quality Using Tangential Views C. Ozcinar A. Rana 34 1 0 25 Jan 2021
Learning Structral coherence Via Generative Adversarial Network for Single Image Super-Resolution Yuanzhuo Li Yunan Zheng Jie Chen Zhenyu Xu Yiguang Liu GAN 28 1 0 25 Jan 2021
Deep Feedback Inverse Problem Solver Wei-Chiu Ma Shenlong Wang Jiayuan Gu S. Manivasagam Antonio Torralba R. Urtasun 81 14 0 19 Jan 2021
Trilevel Neural Architecture Search for Efficient Single Image Super-Resolution Yan Wu Zhiwu Huang Suryansh Kumar R. Sukthanker Radu Timofte Luc Van Gool 87 21 0 17 Jan 2021
DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional Flows Valentin Wolf Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte 101 42 0 14 Jan 2021
Towards Real-World Blind Face Restoration with Generative Facial Prior Xintao Wang Yu Li Honglun Zhang Ying Shan CVBM 96 456 0 11 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 393 2,568 0 04 Jan 2021
Multi-Grid Back-Projection Networks Pablo Navarrete Michelini Wenbin Chen Hanwen Liu Dan Zhu Xingqun Jiang 57 2 0 01 Jan 2021
An Efficient Recurrent Adversarial Framework for Unsupervised Real-Time Video Enhancement Dario Fuoli Zhiwu Huang D. Paudel Luc Van Gool Radu Timofte 98 7 0 24 Dec 2020
Image Translation via Fine-grained Knowledge Transfer Xuanhong Chen Ziang Liu Ting Qiu Bingbing Ni Naiyuan Liu Xiwei Hu Yuhan Li 35 0 0 21 Dec 2020
Frequency Consistent Adaptation for Real World Super Resolution Xiaozhong Ji Guan Tao Yun Cao Ying Tai Tong Lu Chengjie Wang Jilin Li Feiyue Huang 38 10 0 18 Dec 2020
RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling Xuanhong Chen Kairui Feng Naiyuan Liu Bingbing Ni Yifan Lu Zhengyan Tong Ziang Liu 82 11 0 17 Dec 2020
Learned Block-based Hybrid Image Compression Yaojun Wu Xin Li Zhizheng Zhang Xin Jin Zhibo Chen 64 58 0 17 Dec 2020
KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local Adjustment Seunggeun Kim Hyeonjun Sim Munchurl Kim SupR 85 63 0 15 Dec 2020
Bayesian Image Reconstruction using Deep Generative Models Razvan Marinescu Daniel Moyer Polina Golland OOD DiffM 116 41 0 08 Dec 2020
Generator Pyramid for High-Resolution Image Inpainting Leilei Cao Tong Yang Yixu Wang Bo Yan Yandong Guo 33 9 0 04 Dec 2020
EVRNet: Efficient Video Restoration on Edge Devices Sachin Mehta Amit Kumar F. Reda Varun Nasery Vikram Mulukutla Rakesh Ranjan Vikas Chandra 53 11 0 03 Dec 2020
IMAGO: A family photo album dataset for a socio-historical analysis of the twentieth century L. Stacchio Alessia Angeli G. Lisanti Daniela Calanca Gustavo Marfia 57 3 0 03 Dec 2020
Learning Spatial Attention for Face Super-Resolution Chaofeng Chen Dihong Gong Hao Wang Zhifeng Li Kwan-Yee K. Wong CVBM SupR 3DH 88 164 0 02 Dec 2020
GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution Kelvin C. K. Chan Xintao Wang Xiangyu Xu Liang Feng Chen Change Loy 116 256 0 01 Dec 2020
Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric Jinjin Gu Haoming Cai Haoyu Chen Xiaoxing Ye Jimmy S. J. Ren Chao Dong 78 44 0 30 Nov 2020
Cross-MPI: Cross-scale Stereo for Image Super-Resolution using Multiplane Images Yuemei Zhou Gaochang Wu Ying Fu Kun Li Yebin Liu SupR 31 18 0 30 Nov 2020
MIINet: An Image Quality Improvement Framework for Supporting Medical Diagnosis Q. H. Cap Hitoshi Iyatomi Atsushi Fukuda 21 1 0 28 Nov 2020
Rank-One Network: An Effective Framework for Image Restoration Yuxin Li Xiahai Zhuang 39 7 0 25 Nov 2020
FireSRnet: Geoscience-Driven Super-Resolution of Future Fire Risk from Climate Change Tristan C Ballard Gopal Erinjippurath 42 3 0 24 Nov 2020
Legacy Photo Editing with Learned Noise Prior Yuzhi Zhao Tingyu Lin Xuehui Wang Kangcheng Liu Yujia Zhang Weikang Yu Pengfei Xian Jingjing Xiong 43 23 0 23 Nov 2020
Interpreting Super-Resolution Networks with Local Attribution Maps Jinjin Gu Chao Dong FAtt SupR 73 228 0 22 Nov 2020
Deep Snapshot HDR Imaging Using Multi-Exposure Color Filter Array Takeru Suda Masayuki Tanaka Yusuke Monno Masatoshi Okutomi 58 11 0 20 Nov 2020
Recursive Deep Prior Video: a Super Resolution algorithm for Time-Lapse Microscopy of organ-on-chip experiments Pasquale Cascarano M. C. Comes A. Mencattini M. Parrini E. L. Piccolomini E. Martinelli 41 20 0 19 Nov 2020
CVEGAN: A Perceptually-inspired GAN for Compressed Video Enhancement Di Ma Fan Zhang David R. Bull GAN 96 23 0 18 Nov 2020
Fast and Robust Cascade Model for Multiple Degradation Single Image Super-Resolution Santiago López-Tapia N. de la Blanca 33 8 0 16 Nov 2020
Zero-Pair Image to Image Translation using Domain Conditional Normalization Samarth Shukla Andrés Romero Luc Van Gool Radu Timofte VLM 13 0 0 11 Nov 2020
Joint Super-Resolution and Rectification for Solar Cell Inspection M. Hoffmann Thomas Köhler Bernd Doll Frank Schebesch F. Talkenberg I. M. Peters Christoph J. Brabec Andreas Maier Vincent Christlein 47 0 0 10 Nov 2020
Towards a Better Global Loss Landscape of GANs Ruoyu Sun Tiantian Fang Alex Schwing GAN 67 26 0 10 Nov 2020
Find it if You Can: End-to-End Adversarial Erasing for Weakly-Supervised Semantic Segmentation E. Stammes Tom F. H. Runia M. Hofmann Mohsen Ghafoorian 77 10 0 09 Nov 2020
EPSR: Edge Profile Super resolution Jiun Lee Jaekwang Kim I. Yun 59 1 0 09 Nov 2020
Fine Perceptive GANs for Brain MR Image Super-Resolution in Wavelet Domain Senrong You Yong Liu Baiying Lei Shuqiang Wang MedIm 62 104 0 09 Nov 2020
Real-time Surgical Environment Enhancement for Robot-Assisted Minimally Invasive Surgery Based on Super-Resolution Ruoxi Wang Dandan Zhang Qingbiao Li Xiao-Yun Zhou Benny Lo MedIm 65 16 0 08 Nov 2020
Symmetric Parallax Attention for Stereo Image Super-Resolution Yingqian Wang Xinyi Ying Longguang Wang Jungang Yang W. An Yulan Guo SupR 102 86 0 07 Nov 2020