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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
Perception-Distortion Trade-off in the SR Space Spanned by Flow Models Cansu Korkmaz A. Murat Tekalp Zafer Doğan Erkut Erdem Aykut Erdem 62 2 0 18 Sep 2022
MIPI 2022 Challenge on RGBW Sensor Fusion: Dataset and Report Qingyu Yang Guang Yang Jun Jiang Chongyi Li Ruicheng Feng Shangchen Zhou Wenxiu Sun Qingpeng Zhu Chen Change Loy Liang Feng 52 4 0 15 Sep 2022
MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results Ruicheng Feng Chongyi Li Shangchen Zhou W. Sun Qingpeng Zhu Jun Jiang Qingyu Yang Chen Change Loy Liang Feng 89 20 0 15 Sep 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 363 1,257 0 10 Sep 2022
Retinal Image Restoration and Vessel Segmentation using Modified Cycle-CBAM and CBAM-UNet Alnur Alimanov Md Baharul Islam MedIm 26 12 0 09 Sep 2022
Generative Adversarial Super-Resolution at the Edge with Knowledge Distillation Simone Angarano Francesco Salvetti Mauro Martini Marcello Chiaberge GAN 110 22 0 07 Sep 2022
QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noise Egor Shvetsov Dmitry Osin Alexey Zaytsev Ivan Koryakovskiy Valentin Buchnev I. Trofimov Evgeny Burnaev MQ 99 2 0 31 Aug 2022
XCAT -- Lightweight Quantized Single Image Super-Resolution using Heterogeneous Group Convolutions and Cross Concatenation Mustafa Ayazoglu Bahri Batuhan Bilecen SupR 106 4 0 31 Aug 2022
Bokeh-Loss GAN: Multi-Stage Adversarial Training for Realistic Edge-Aware Bokeh Brian Lee Fei Lei Huaijin Chen Alexis Baudron MDE 57 6 0 25 Aug 2022
DSR: Towards Drone Image Super-Resolution Xiaoyu Lin Baran Ozaydin Vidit Vidit Majed El Helou Sabine Süsstrunk SupR 70 1 0 25 Aug 2022
Fast Nearest Convolution for Real-Time Efficient Image Super-Resolution Ziwei Luo Youwei Li Lei Yu Qi Wu Zhihong Wen Haoqiang Fan Shuaicheng Liu SupR 92 14 0 24 Aug 2022
Sliding Window Recurrent Network for Efficient Video Super-Resolution Wenyi Lian W. Lian SupR 70 11 0 24 Aug 2022
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results Ren Yang Radu Timofte Xin Li Qi Zhang Lin Zhang ... Yijian Zhang Mao Ye Dengyan Luo Xiaofeng Pan L. Peng SupR 140 30 0 23 Aug 2022
Towards Robust Drone Vision in the Wild Xiaoyu Lin SupR 53 0 0 21 Aug 2022
HST: Hierarchical Swin Transformer for Compressed Image Super-resolution Bing Li Xin Li Yiting Lu Sen Liu Ruoyu Feng Zhibo Chen 97 33 0 21 Aug 2022
L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training Jonghyun Bae W. Baek Tae Jun Ham Jae W. Lee 92 1 0 18 Aug 2022
Adaptive Joint Optimization for 3D Reconstruction with Differentiable Rendering Jingbo Zhang Bo Liu Jing Liao 3DH 61 11 0 15 Aug 2022
Hard-Constrained Deep Learning for Climate Downscaling P. Harder Alex Hernandez-Garcia Venkatesh Ramesh Qidong Yang P. Sattigeri Daniela Szwarcman C. Watson David Rolnick 88 20 0 08 Aug 2022
Rethinking Degradation: Radiograph Super-Resolution via AID-SRGAN Y. Huang Qingzhong Wang S. Omachi OOD MedIm 94 11 0 05 Aug 2022
Perception-Distortion Balanced ADMM Optimization for Single-Image Super-Resolution Yuehan Zhang Bo Ji Jiangnan Hao Angela Yao SupR 93 14 0 05 Aug 2022
Latent Multi-Relation Reasoning for GAN-Prior based Image Super-Resolution Jiahui Zhang Fangneng Zhan Yingchen Yu Rongliang Wu Xiaoqin Zhang Shijian Lu 90 4 0 04 Aug 2022
TIC: Text-Guided Image Colorization Subhankar Ghosh Prasun Roy Saumik Bhattacharya Umapada Pal Michael Blumenstein DiffM 82 4 0 04 Aug 2022
Robust Real-World Image Super-Resolution against Adversarial Attacks N. Babaguchi John R. Smith Pengxu Wei T. Plagemann Rong Yan AAML 110 27 0 31 Jul 2022
GLEAN: Generative Latent Bank for Image Super-Resolution and Beyond Kelvin C. K. Chan Xiangyu Xu Xintao Wang Liang Feng Chen Change Loy 108 23 0 29 Jul 2022
Content-oriented learned image compression Meng Li Shang Gao Yihui Feng Yibo Shi Jing Wang 82 14 0 28 Jul 2022
Meta-Learning based Degradation Representation for Blind Super-Resolution Bin Xia Yapeng Tian Yulun Zhang Yucheng Hang Wenming Yang Q. Liao SupR 83 20 0 28 Jul 2022
Criteria Comparative Learning for Real-scene Image Super-Resolution Yukai Shi Hao Li Senyang Zhang Zhi Yang Xiao Wang SupR 78 14 0 26 Jul 2022
Learning Generalizable Latent Representations for Novel Degradations in Super Resolution Fengju Li Xin Feng Fanglin Chen Guangming Lu Wenjie Pei 56 5 0 25 Jul 2022
Reference-based Image Super-Resolution with Deformable Attention Transformer Jingyun Liang Christos Sakaridis Peng Sun Yawei Li Yulun Zhang Wenguan Wang Luc Van Goo 105 60 0 25 Jul 2022
Sparse-based Domain Adaptation Network for OCTA Image Super-Resolution Reconstruction Huaying Hao C. Xu Dan Zhang Qifeng Yan Jiong Zhang Yue Liu Yitian Zhao 36 11 0 25 Jul 2022
Enhancing Image Rescaling using Dual Latent Variables in Invertible Neural Network Min Zhang Zhihong Pan Xiaoxia Zhou C.-C. Jay Kuo 85 6 0 24 Jul 2022
Semantic-guided Multi-Mask Image Harmonization Xuqian Ren Yifan Liu AAML 78 14 0 24 Jul 2022
A Survey on Leveraging Pre-trained Generative Adversarial Networks for Image Editing and Restoration Ming-Yu Liu Yuxiang Wei Xiaohe Wu Wangmeng Zuo Lei Zhang 96 1 0 21 Jul 2022
FaceFormer: Scale-aware Blind Face Restoration with Transformers Aijin Li Gengyan Li Lei Sun Xintao Wang CVBM 76 7 0 20 Jul 2022
Deep Semantic Statistics Matching (D2SM) Denoising Network Kangfu Mei Vishal M. Patel Rui Huang DiffM 66 8 0 19 Jul 2022
Geometry-Aware Reference Synthesis for Multi-View Image Super-Resolution Ri Cheng Yuqi Sun Bo Yan Weimin Tan Chenxi Ma SupR 28 3 0 18 Jul 2022
Learning Knowledge Representation with Meta Knowledge Distillation for Single Image Super-Resolution Ziru Xu Zhenzhong Chen Shan Liu SupR 63 3 0 18 Jul 2022
Single MR Image Super-Resolution using Generative Adversarial Network Shawkh Ibne Rashid Elham Shakibapour Mehran Ebrahimi GAN MedIm 41 8 0 16 Jul 2022
Towards Lightweight Super-Resolution with Dual Regression Learning Yong Guo Mingkui Tan Zeshuai Deng Jingdong Wang Qi Chen Jingyun Liang Yanwu Xu Jian Chen SupR 117 11 0 16 Jul 2022
Structural Prior Guided Generative Adversarial Transformers for Low-Light Image Enhancement Cong Wang Jin-shan Pan Xiaomei Wu ViT 71 4 0 16 Jul 2022
Real-time Streaming Video Denoising with Bidirectional Buffers Chenyang Qi Junming Chen Xin Yang Qifeng Chen 43 21 0 14 Jul 2022
Continuous Facial Motion Deblurring Tae Bok Lee Sujy Han Y. S. Heo 90 1 0 14 Jul 2022
Perception-Oriented Stereo Image Super-Resolution Chenxi Ma Bo Yan Weimin Tan Xuhao Jiang SupR 50 13 0 14 Jul 2022
Rethinking Super-Resolution as Text-Guided Details Generation Chenxi Ma Bo Yan Qing Lin Weimin Tan Siming Chen 91 6 0 14 Jul 2022
Patch-wise Deep Metric Learning for Unsupervised Low-Dose CT Denoising Chanyong Jung Joonhyung Lee S. You Jong Chul Ye OOD 83 9 0 06 Jul 2022
Sanitization of Visual Multimedia Content: A Survey of Techniques, Attacks, and Future Directions Hanaa Abbas Roberto Di Pietro 68 2 0 05 Jul 2022
Learning Local Implicit Fourier Representation for Image Warping Jae-Won Lee K. Choi Kyong Hwan Jin 54 17 0 05 Jul 2022
A deep cascade of ensemble of dual domain networks with gradient-based T1 assistance and perceptual refinement for fast MRI reconstruction Balamurali Murugesan Sriprabha Ramanarayanan S. Vijayarangan Keerthi Ram N. Jagannathan M. Sivaprakasam 64 10 0 05 Jul 2022
Training Patch Analysis and Mining Skills for Image Restoration Deep Neural Networks Jae Woong Soh N. Cho 33 0 0 03 Jul 2022
Degradation-Guided Meta-Restoration Network for Blind Super-Resolution Fuzhi Yang Huan Yang Yanhong Zeng Jianlong Fu Hongtao Lu 80 10 0 03 Jul 2022