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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
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-based Super-Resolution Bin Xia Yapeng Tian Yucheng Hang Wenming Yang Q. Liao Jie Zhou SupR 63 26 0 12 Jan 2022
Efficient Non-Local Contrastive Attention for Image Super-Resolution Bin Xia Yucheng Hang Yapeng Tian Wenming Yang Q. Liao Jie Zhou SupR 89 80 0 11 Jan 2022
Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks C. F. G. Santos João Paulo Papa 86 232 0 10 Jan 2022
MAXIM: Multi-Axis MLP for Image Processing Zhengzhong Tu Hossein Talebi Han Zhang Feng Yang P. Milanfar A. Bovik Yinxiao Li 140 484 0 09 Jan 2022
RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images Ziteng Cui Yingying Zhu Lin Gu Guo-Jun Qi Xiaoxiao Li Peng Gao Zenghui Zhang Tatsuya Harada 75 5 0 07 Jan 2022
Uncovering the Over-smoothing Challenge in Image Super-Resolution: Entropy-based Quantification and Contrastive Optimization Tianshuo Xu Lijiang Li Peng Mi Xiawu Zheng Yong Li G. Jiang Yiyi Zhou Wei Zhang SupR 55 8 0 04 Jan 2022
Local Motion and Contrast Priors Driven Deep Network for Infrared Small Target Super-Resolution Xinyi Ying Yingqian Wang Longguang Wang Weidong Sheng Li Liu Zaiping Lin Shilin Zhou SupR 139 27 0 04 Jan 2022
RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark Zhuo Deng Yuanhao Cai Lu Chen Zheng Gong Qiqi Bao Xue Yao D. Fang Shaochong Zhang Lan Ma ViT MedIm 114 54 0 03 Jan 2022
Visual and Object Geo-localization: A Comprehensive Survey Daniel Wilson Xiaohan Zhang Waqas Sultani S. Wshah 73 16 0 30 Dec 2021
A Resolution Enhancement Plug-in for Deformable Registration of Medical Images Kaicong Sun S. Simon MedIm 45 1 0 30 Dec 2021
A Multi-channel Training Method Boost the Performance Yingdong Hu 40 1 0 27 Dec 2021
DSRGAN: Detail Prior-Assisted Perceptual Single Image Super-Resolution via Generative Adversarial Networks Ziyang Liu Zhengguo Li Xingming Wu Zhong Liu Weihai Chen GAN 81 25 0 25 Dec 2021
Reflash Dropout in Image Super-Resolution Xiangtao Kong Xina Liu Jinjin Gu Yu Qiao Chao Dong UQCV 92 59 0 22 Dec 2021
SelFSR: Self-Conditioned Face Super-Resolution in the Wild via Flow Field Degradation Network Xianfang Zeng Jiangning Zhang Lu Liu Guangzhong Tian Yong Liu SupR CVBM 98 1 0 20 Dec 2021
On Efficient Transformer-Based Image Pre-training for Low-Level Vision Wenbo Li Xin Lu Shengju Qian Jiangbo Lu Xinming Zhang Jiaya Jia ViT 140 88 0 19 Dec 2021
A-ESRGAN: Training Real-World Blind Super-Resolution with Attention U-Net Discriminators Zihao Wei Yidong Huang Yuang Chen Chenhao Zheng Jinnan Gao GAN 54 21 0 19 Dec 2021
Kernel-aware Burst Blind Super-Resolution Wenyi Lian Shanglian Peng SupR 63 7 0 14 Dec 2021
SphereSR: 360° Image Super-Resolution with Arbitrary Projection via Continuous Spherical Image Representation Youngho Yoon Inchul Chung Lin Wang Kuk-Jin Yoon 96 40 0 13 Dec 2021
Unsupervised Image to Image Translation for Multiple Retinal Pathology Synthesis in Optical Coherence Tomography Scans H. Pasupuleti G. Girish MedIm 27 0 0 11 Dec 2021
DeepRLS: A Recurrent Network Architecture with Least Squares Implicit Layers for Non-blind Image Deconvolution Iaroslav Koshelev Daniil Selikhanovych Stamatios Lefkimmiatis 37 0 0 10 Dec 2021
Enhancing Multi-Scale Implicit Learning in Image Super-Resolution with Integrated Positional Encoding Ying-Tian Liu Yuanchen Guo Song-Hai Zhang SupR 60 11 0 10 Dec 2021
Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction Hyungjin Chung Byeongsu Sim Jong Chul Ye MedIm DiffM 126 355 0 09 Dec 2021
Differentiable Gaussianization Layers for Inverse Problems Regularized by Deep Generative Models Dongzhuo Li MedIm 99 2 0 07 Dec 2021
Generative Modeling of Turbulence Claudia Drygala Benjamin Winhart F. Mare Hanno Gottschalk GAN AI4CE 94 39 0 05 Dec 2021
LTT-GAN: Looking Through Turbulence by Inverting GANs Kangfu Mei Vishal M. Patel 141 20 0 04 Dec 2021
Feature-based Recognition Framework for Super-resolution Images Jing Hu Meiqi Zhang Rui Zhang SupR 52 0 0 04 Dec 2021
SegDiff: Image Segmentation with Diffusion Probabilistic Models Tomer Amit Tal Shaharbany Eliya Nachmani Lior Wolf DiffM 129 308 0 01 Dec 2021
Weakly-supervised Generative Adversarial Networks for medical image classification Jia-min Mao Xuesong Yin Yuan Chang Qi Huang GAN MedIm 51 1 0 29 Nov 2021
SwiftSRGAN -- Rethinking Super-Resolution for Efficient and Real-time Inference Koushik Sivarama Krishnan Karthik Sivarama Krishnan 44 8 0 29 Nov 2021
A Practical Contrastive Learning Framework for Single-Image Super-Resolution Gang Wu Junjun Jiang Xianming Liu 77 52 0 27 Nov 2021
AdaDM: Enabling Normalization for Image Super-Resolution Jie Liu Jie Tang Gangshan Wu 64 11 0 27 Nov 2021
Investigating Tradeoffs in Real-World Video Super-Resolution Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu Chen Change Loy SupR 80 104 0 24 Nov 2021
FreqNet: A Frequency-domain Image Super-Resolution Network with Dicrete Cosine Transform Runyuan Cai Yue Ding Hongtao Lu SupR 85 6 0 21 Nov 2021
Identity-Preserving Pose-Robust Face Hallucination Through Face Subspace Prior Ali Abbasi Mohammad Rahmati SupR CVBM 40 2 0 20 Nov 2021
A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-resolution Yue Shi Liangxiu Han Lianghao Han Sheng Chang Tongle Hu Darren Dancey GAN 54 44 0 16 Nov 2021
Impact of Benign Modifications on Discriminative Performance of Deepfake Detectors Yuhang Lu Evgeniy Upenik Touradj Ebrahimi AAML 59 0 0 14 Nov 2021
Explanatory Analysis and Rectification of the Pitfalls in COVID-19 Datasets Samyak Prajapati Japman Singh Monga Shaanya Singh Amrit Raj Yuvraj Singh Champawat C. Prakash 127 0 0 10 Nov 2021
Approaching the Limit of Image Rescaling via Flow Guidance Shangzhou Li Guixuan Zhang Zhengxiong Luo Jie Liu Zhi Zeng Shuwu Zhang 97 9 0 09 Nov 2021
S3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion Process Chulin Wang K. Yeo Xiao Jin Andrés Codas L. Klein Bruce Elmegreen DiffM 82 12 0 08 Nov 2021
Normalizing Flow as a Flexible Fidelity Objective for Photo-Realistic Super-resolution Andreas Lugmayr Martin Danelljan Feng Yu Luc Van Gool Radu Timofte 57 15 0 05 Nov 2021
Remote Sensing Image Super-resolution and Object Detection: Benchmark and State of the Art Yi Wang S. M. A. Bashir Mahrukh Khan Qudrat Ullah Rui Wang Yilin Song Zhe Guo Yilong Niu 128 153 0 05 Nov 2021
Multi-Spectral Multi-Image Super-Resolution of Sentinel-2 with Radiometric Consistency Losses and Its Effect on Building Delineation Muhammed Razzak Gonzalo Mateo-García L. Gómez-Chova Y. Gal F. Kalaitzis 83 44 0 05 Nov 2021
Deep learning of multi-resolution X-Ray micro-CT images for multi-scale modelling S. Jackson Yufu Niu Sojwal Manoorkar P. Mostaghimi R. Armstrong AI4CE 38 10 0 01 Nov 2021
Functional Neural Networks for Parametric Image Restoration Problems Fangzhou Luo Xiaolin Wu Yanhui Guo SupR 304 14 0 30 Oct 2021
Revisiting Discriminator in GAN Compression: A Generator-discriminator Cooperative Compression Scheme Shaojie Li Jie Wu Xuefeng Xiao Yong Li Xudong Mao Rongrong Ji 104 37 0 27 Oct 2021
Separating Content and Style for Unsupervised Image-to-Image Translation Yunfei Liu Haofei Wang Yang Yue Feng Lu 66 3 0 27 Oct 2021
RBSRICNN: Raw Burst Super-Resolution through Iterative Convolutional Neural Network Rao Muhammad Umer C. Micheloni SupR 83 2 0 25 Oct 2021
Spectrum-to-Kernel Translation for Accurate Blind Image Super-Resolution Guangpin Tao Xiao Yi Yuzhou Fang Shuo Chen Chuming Lin Yun Cao Tong Lu Donghao Luo Ying Tai SupR 78 20 0 23 Oct 2021
Applications of Generative Adversarial Networks in Anomaly Detection: A Systematic Literature Review Mikael Sabuhi Ming Zhou Cor-Paul Bezemer Petr Musílek AI4TS MedIm 83 34 0 22 Oct 2021
BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation Mingcong Liu Qiang Li Zekui Qin Guoxin Zhang Pengfei Wan Wen Zheng CVBM 65 64 0 22 Oct 2021