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ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
v1v2 (latest)

ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks

1 September 2018
Xintao Wang
Ke Yu
Shixiang Wu
Jinjin Gu
Yihao Liu
Chao Dong
Chen Change Loy
Yu Qiao
Xiaoou Tang
ArXiv (abs)PDFHTMLGithub (6364★)

Papers citing "ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks"

50 / 1,261 papers shown
Title
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation
  for Reference-based Super-Resolution
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
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
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
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
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
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
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
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
ViTMedIm
114
54
0
03 Jan 2022
Visual and Object Geo-localization: A Comprehensive Survey
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
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
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
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
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
SelFSR: Self-Conditioned Face Super-Resolution in the Wild via Flow Field Degradation Network
Xianfang Zeng
Jiangning Zhang
Lu Liu
Guangzhong Tian
Yong Liu
SupRCVBM
98
1
0
20 Dec 2021
On Efficient Transformer-Based Image Pre-training for Low-Level Vision
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
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
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
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
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
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
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
Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction
Hyungjin Chung
Byeongsu Sim
Jong Chul Ye
MedImDiffM
126
355
0
09 Dec 2021
Differentiable Gaussianization Layers for Inverse Problems Regularized
  by Deep Generative Models
Differentiable Gaussianization Layers for Inverse Problems Regularized by Deep Generative Models
Dongzhuo Li
MedIm
99
2
0
07 Dec 2021
Generative Modeling of Turbulence
Generative Modeling of Turbulence
Claudia Drygala
Benjamin Winhart
F. Mare
Hanno Gottschalk
GANAI4CE
94
39
0
05 Dec 2021
LTT-GAN: Looking Through Turbulence by Inverting GANs
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
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
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
Weakly-supervised Generative Adversarial Networks for medical image classification
Jia-min Mao
Xuesong Yin
Yuan Chang
Qi Huang
GANMedIm
51
1
0
29 Nov 2021
SwiftSRGAN -- Rethinking Super-Resolution for Efficient and Real-time
  Inference
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
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
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
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
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
Identity-Preserving Pose-Robust Face Hallucination Through Face Subspace Prior
Ali Abbasi
Mohammad Rahmati
SupRCVBM
40
2
0
20 Nov 2021
A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for
  Efficient Hyperspectral Image Super-resolution
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Applications of Generative Adversarial Networks in Anomaly Detection: A Systematic Literature Review
Mikael Sabuhi
Ming Zhou
Cor-Paul Bezemer
Petr Musílek
AI4TSMedIm
83
34
0
22 Oct 2021
BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation
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
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