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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
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models Ziwei Luo Fredrik K. Gustafsson Zhengli Zhao Jens Sjölund Thomas B. Schon 86 112 0 17 Apr 2023
Deep-Learning-based Vasculature Extraction for Single-Scan Optical Coherence Tomography Angiography Jinpeng Liao Tianyu Zhang Yilong Zhang Chunhui Li Zhihong Huang 39 0 0 17 Apr 2023
Surveillance Face Presentation Attack Detection Challenge Hao Fang Ajian Liu Jun Wan Sergio Escalera Hugo Jair Escalante Zhen Lei CVBM AAML 73 12 0 15 Apr 2023
DIPNet: Efficiency Distillation and Iterative Pruning for Image Super-Resolution Lei Yu Xinpeng Li Youwei Li Ting Jiang Qi Wu Haoqiang Fan Shuaicheng Liu SupR 83 25 0 14 Apr 2023
CABM: Content-Aware Bit Mapping for Single Image Super-Resolution Network with Large Input Senmao Tian Ming Lu Jiaming Liu Yandong Guo Yurong Chen Shunli Zhang SupR MQ 54 11 0 13 Apr 2023
Generating Aligned Pseudo-Supervision from Non-Aligned Data for Image Restoration in Under-Display Camera Ruicheng Feng Chongyi Li Huaijin Chen Shuai Li Liang Feng Chen Change Loy 105 20 0 12 Apr 2023
CCLAP: Controllable Chinese Landscape Painting Generation via Latent Diffusion Model Ziyi Wang Jie Zhang Zhilong Ji Jinfeng Bai Shiguang Shan DiffM 66 8 0 09 Apr 2023
Better "CMOS" Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-Resolution Xuhai Chen Jiangning Zhang Chao Xu Yabiao Wang Chengjie Wang Yang Liu SupR 55 10 0 07 Apr 2023
A Diffusion-based Method for Multi-turn Compositional Image Generation Chao Wang DiffM 70 3 0 05 Apr 2023
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution Brian B. Moser Stanislav Frolov Federico Raue Sebastián M. Palacio Andreas Dengel 100 17 0 04 Apr 2023
A Practical Framework for Unsupervised Structure Preservation Medical Image Enhancement Q. H. Cap Atsushi Fukuda Hitoshi Iyatomi MedIm 77 3 0 04 Apr 2023
Real-time 6K Image Rescaling with Rate-distortion Optimization Chenyang Qi Xin Yang Ka Leong Cheng Ying-Cong Chen Qifeng Chen 77 10 0 03 Apr 2023
Tunable Convolutions with Parametric Multi-Loss Optimization Matteo Maggioni T. Tanay F. Babiloni Jingyu Sun Alevs Leonardis 125 3 0 03 Apr 2023
Accuracy Improvement of Object Detection in VVC Coded Video Using YOLO-v7 Features Takahiro Shindo Taiju Watanabe Kein Yamada Hiroshi Watanabe ObjD 55 11 0 03 Apr 2023
Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer Yuang Ai Xiaoqiang Zhou Huaibo Huang Lei Zhang Ran He 100 2 0 31 Mar 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 64 11 0 30 Mar 2023
Masked and Adaptive Transformer for Exemplar Based Image Translation Changlong Jiang Fei Gao Biao Ma Yuhao Lin N. Wang Gang Xu 84 18 0 30 Mar 2023
Cascaded Local Implicit Transformer for Arbitrary-Scale Super-Resolution Haoming Chen Yu-Syuan Xu Minui Hong Yi-Min Tsai Hsien-Kai Kuo Chun-Yi Lee OffRL 117 50 0 29 Mar 2023
Implicit Diffusion Models for Continuous Super-Resolution Sicheng Gao Xuhui Liu Bo-Wen Zeng Sheng Xu Yanjing Li Xiaonan Luo Jianzhuang Liu Xiantong Zhen Baochang Zhang DiffM 111 232 0 29 Mar 2023
Learning Generative Structure Prior for Blind Text Image Super-resolution Xiaoming Li W. Zuo Chen Change Loy 98 23 0 26 Mar 2023
Spatial Latent Representations in Generative Adversarial Networks for Image Generation Maciej Sypetkowski GAN 69 1 0 25 Mar 2023
Toward DNN of LUTs: Learning Efficient Image Restoration with Multiple Look-Up Tables Jiacheng Li C. Chen Zhen Cheng Zhiwei Xiong 74 10 0 25 Mar 2023
Incorporating Transformer Designs into Convolutions for Lightweight Image Super-Resolution Gang Wu Junjun Jiang Yuanchao Bai Xianming Liu SupR ViT 62 6 0 25 Mar 2023
A Three-Player GAN for Super-Resolution in Magnetic Resonance Imaging Qi Wang Lucas Mahler Julius Steiglechner Florian Birk K. Scheffler Gabriele Lohmann MedIm 80 4 0 24 Mar 2023
Human Guided Ground-truth Generation for Realistic Image Super-resolution Duanyou Chen Jie Liang Xindong Zhang Ming-Yu Liu Huiyu Zeng Lei Zhang 96 17 0 23 Mar 2023
CLADE: Cycle Loss Augmented Degradation Enhancement for Unpaired Super-Resolution of Anisotropic Medical Images Michele Pascale V. Muthurangu J. Tordera H. Fitzke G. Bhatnagar Stuart Taylor J. Steeden MedIm 37 0 0 21 Mar 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? Chaoning Zhang Chenshuang Zhang Sheng Zheng Yu Qiao Chenghao Li ... Lik-Hang Lee Yang Yang Heng Tao Shen In So Kweon Choong Seon Hong 186 170 0 21 Mar 2023
Effective Ambiguity Attack Against Passport-based DNN Intellectual Property Protection Schemes through Fully Connected Layer Substitution Yiming Chen Jinyu Tian Xiangyu Chen Jiantao Zhou AAML 80 11 0 21 Mar 2023
SVCNet: Scribble-based Video Colorization Network with Temporal Aggregation Yuzhi Zhao L. Po Kangcheng Liu Xuehui Wang Weikang Yu Pengfei Xian Yujia Zhang Mengyang Liu VOS 78 10 0 21 Mar 2023
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration M. Delbracio P. Milanfar DiffM 127 123 0 20 Mar 2023
LSwinSR: UAV Imagery Super-Resolution based on Linear Swin Transformer Rui Li Xiaowei Zhao 78 4 0 17 Mar 2023
Toward Super-Resolution for Appearance-Based Gaze Estimation Galen O’Shea Majid Komeili SupR 62 3 0 17 Mar 2023
Learning Data-Driven Vector-Quantized Degradation Model for Animation Video Super-Resolution Zixi Tuo Huan Yang Jianlong Fu Yujie Dun Xueming Qian VGen 50 3 0 17 Mar 2023
SRFormer: Permuted Self-Attention for Single Image Super-Resolution Yupeng Zhou Zerui Li Chunle Guo S. Bai Ming-Ming Cheng Qibin Hou 39 33 0 17 Mar 2023
DiffIR: Efficient Diffusion Model for Image Restoration Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Luc Van Gool DiffM 124 229 0 16 Mar 2023
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection Strategy Ruikang Ju Chih-Chia Chen Jen-Shiun Chiang Yu-Shian Lin Wei-Han Chen Chun-Tse Chien 67 17 0 16 Mar 2023
ResDiff: Combining CNN and Diffusion Model for Image Super-Resolution Shuyao Shang Zhengyang Shan Guangxing Liu LunQian Wang XingHua Wang Zekai Zhang Jingling Zhang DiffM 118 98 0 15 Mar 2023
Synthesizing Realistic Image Restoration Training Pairs: A Diffusion Approach Tao Yang Peiran Ren Xuansong Xie Lei Zhang DiffM 75 15 0 13 Mar 2023
NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer Kun Zhou Wenbo Li Yi Wang T. Hu Nianjuan Jiang Xiaoguang Han Jiasen Lu 87 26 0 13 Mar 2023
MLP-SRGAN: A Single-Dimension Super Resolution GAN using MLP-Mixer Samir Mitha S. Choe P. Maralani A. Moody A. Khademi 27 0 0 11 Mar 2023
A New Super-Resolution Measurement of Perceptual Quality and Fidelity Shengfu Cheng SupR 41 0 0 10 Mar 2023
Scaling up GANs for Text-to-Image Synthesis Minguk Kang Jun-Yan Zhu Richard Y. Zhang Jaesik Park Eli Shechtman Sylvain Paris Taesung Park 96 479 0 09 Mar 2023
Local Implicit Normalizing Flow for Arbitrary-Scale Image Super-Resolution Jiemei Yao Li-Yuan Tsao Yi-Chen Lo Roy Tseng Chia-Che Chang Chun-Yi Lee SupR 51 35 0 09 Mar 2023
LMR: A Large-Scale Multi-Reference Dataset for Reference-based Super-Resolution Lin Zhang Xin Li Dongliang He Errui Ding Zhao Zhang 95 15 0 09 Mar 2023
Combination of Single and Multi-frame Image Super-resolution: An Analytical Perspective M. Afrasiabi Reshad Hosseini A. Abbasfar 57 1 0 06 Mar 2023
Self-Asymmetric Invertible Network for Compression-Aware Image Rescaling Jinhai Yang Mengxi Guo Shijie Zhao Junlin Li Li Zhang 56 5 0 04 Mar 2023
Longwave infrared multispectral image sensor system using aluminum-germanium plasmonic filter arrays Noor-e-Karishma Shaik Bryce Widdicombe Dechuan Sun Sam E. John D. Ryu A. Nirmalathas R. Unnithan 16 5 0 03 Mar 2023
Improving GAN Training via Feature Space Shrinkage Haozhe Liu Wentian Zhang Bing Li Haoqian Wu Nanjun He Yawen Huang Yuexiang Li Guohao Li Yefeng Zheng GAN 55 6 0 02 Mar 2023
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration Yawei Li Yuchen Fan Xiaoyu Xiang D. Demandolx Rakesh Ranjan Radu Timofte Luc Van Gool 105 182 0 01 Mar 2023
Balanced Training for Sparse GANs Yite Wang Jing Wu N. Hovakimyan Ruoyu Sun 96 9 0 28 Feb 2023