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Blind Image Super-Resolution via Contrastive Representation Learning

Blind Image Super-Resolution via Contrastive Representation Learning

1 July 2021
Jiahui Zhang
Shijian Lu
Fangneng Zhan
Yingchen Yu
ArXiv (abs)PDFHTML

Papers citing "Blind Image Super-Resolution via Contrastive Representation Learning"

29 / 29 papers shown
History-Augmented Contrastive Learning With Soft Mixture of Experts for Blind Super-Resolution of Planetary Remote Sensing Images
History-Augmented Contrastive Learning With Soft Mixture of Experts for Blind Super-Resolution of Planetary Remote Sensing Images
Huijia Zhao
Jie Lu
Yunqing Jiang
Xiao-Ping Lu
Kaichang Di
155
0
0
25 Nov 2025
Text-Aware Image Restoration with Diffusion Models
Text-Aware Image Restoration with Diffusion Models
Jaewon Min
J. Kim
Paul Hyunbin Cho
J. Lee
Jihye Park
Minkyu Park
S. Kim
Hyunhee Park
Seungryong Kim
311
2
0
11 Jun 2025
Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration
Acquire and then Adapt: Squeezing out Text-to-Image Model for Image RestorationComputer Vision and Pattern Recognition (CVPR), 2025
Junyuan Deng
Xinyi Wu
Yongxing Yang
Congchao Zhu
Song Wang
Zhenyao Wu
322
3
0
21 Apr 2025
AdaDiffSR: Adaptive Region-aware Dynamic Acceleration Diffusion Model
  for Real-World Image Super-Resolution
AdaDiffSR: Adaptive Region-aware Dynamic Acceleration Diffusion Model for Real-World Image Super-ResolutionEuropean Conference on Computer Vision (ECCV), 2024
Yuanting Fan
Chengxu Liu
Nengzhong Yin
Changlong Gao
Xueming Qian
188
9
0
23 Oct 2024
Iterative Token Evaluation and Refinement for Real-World
  Super-Resolution
Iterative Token Evaluation and Refinement for Real-World Super-ResolutionAAAI Conference on Artificial Intelligence (AAAI), 2023
Chaofeng Chen
Shangchen Zhou
Liang Liao
Haoning Wu
Wenxiu Sun
Qiong Yan
Weisi Lin
201
11
0
09 Dec 2023
Unpaired MRI Super Resolution with Contrastive Learning
Unpaired MRI Super Resolution with Contrastive Learning
Hao Li
Quanwei Liu
Tao Huang
Xiling Liu
Yanni Dong
Wei Chen
Zhihan Lv
MedImSupR
199
0
0
24 Oct 2023
Image Super-resolution Via Latent Diffusion: A Sampling-space Mixture Of
  Experts And Frequency-augmented Decoder Approach
Image Super-resolution Via Latent Diffusion: A Sampling-space Mixture Of Experts And Frequency-augmented Decoder Approach
Feng Luo
Jin-Peng Xiang
Jun Zhang
Xiao Han
Wei Yang
DiffM
450
16
0
18 Oct 2023
Learning from Multi-Perception Features for Real-Word Image
  Super-resolution
Learning from Multi-Perception Features for Real-Word Image Super-resolution
Axi Niu
Kang Zhang
T. Pham
Pei Wang
Jinqiu Sun
In So Kweon
Yanning Zhang
SupR
257
11
0
26 May 2023
Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image
  Super-Resolution
Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-ResolutionInternational Conference on Learning Representations (ICLR), 2023
Yi Ma
Huan Yang
Wenhan Yang
Jianlong Fu
Jiaying Liu
DiffM
428
9
0
24 May 2023
Exploiting Diffusion Prior for Real-World Image Super-Resolution
Exploiting Diffusion Prior for Real-World Image Super-ResolutionInternational Journal of Computer Vision (IJCV), 2023
Jianyi Wang
Zongsheng Yue
Shangchen Zhou
Kelvin C. K. Chan
Chen Change Loy
745
523
0
11 May 2023
Spherical Space Feature Decomposition for Guided Depth Map
  Super-Resolution
Spherical Space Feature Decomposition for Guided Depth Map Super-ResolutionIEEE International Conference on Computer Vision (ICCV), 2023
Zixiang Zhao
Jiangshe Zhang
X. Gu
Chengli Tan
Shuang Xu
Yulun Zhang
Radu Timofte
Luc Van Gool
259
48
0
15 Mar 2023
Restoring Vision in Hazy Weather with Hierarchical Contrastive Learning
Restoring Vision in Hazy Weather with Hierarchical Contrastive LearningPattern Recognition (Pattern Recogn.), 2022
Tao Wang
Guangpin Tao
Wanglong Lu
Kaihao Zhang
Tong Lu
Xiaoqin Zhang
Tong Lu
250
65
0
22 Dec 2022
DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image
  Super-Resolution
DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image Super-ResolutionNeural Networks (NN), 2022
Junbo Qiao
Shaohui Lin
Yunlu Zhang
Wei Li
Hu Jie
Gaoqi He
Changbo Wang
Zhuang Ma
439
5
0
15 Dec 2022
Feature-domain Adaptive Contrastive Distillation for Efficient Single
  Image Super-Resolution
Feature-domain Adaptive Contrastive Distillation for Efficient Single Image Super-ResolutionIEEE Access (IEEE Access), 2022
Hye-Min Moon
Jinwoo Jeong
Sungjei Kim
277
2
0
29 Nov 2022
CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature
  Ensemble for Multi-modality Image Fusion
CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image FusionInternational Journal of Computer Vision (IJCV), 2022
Jinyuan Liu
Runji Lin
Guanyao Wu
Risheng Liu
Zhongxuan Luo
Xin-Yue Fan
391
202
0
20 Nov 2022
Joint Learning Content and Degradation Aware Feature for Blind
  Super-Resolution
Joint Learning Content and Degradation Aware Feature for Blind Super-ResolutionACM Multimedia (ACM MM), 2022
Yifeng Zhou
Chuming Lin
Donghao Luo
Yong Liu
Ying Tai
Chengjie Wang
M. Chen
178
16
0
29 Aug 2022
Latent Multi-Relation Reasoning for GAN-Prior based Image
  Super-Resolution
Latent Multi-Relation Reasoning for GAN-Prior based Image Super-Resolution
Jiahui Zhang
Fangneng Zhan
Yingchen Yu
Rongliang Wu
Xiaoqin Zhang
Shijian Lu
280
4
0
04 Aug 2022
Towards Counterfactual Image Manipulation via CLIP
Towards Counterfactual Image Manipulation via CLIPACM Multimedia (ACM MM), 2022
Yingchen Yu
Fangneng Zhan
Rongliang Wu
Jiahui Zhang
Shijian Lu
Miaomiao Cui
Xuansong Xie
Xiansheng Hua
Chunyan Miao
CLIP
394
39
0
06 Jul 2022
Unsupervised Representation Learning for 3D MRI Super Resolution with
  Degradation Adaptation
Unsupervised Representation Learning for 3D MRI Super Resolution with Degradation AdaptationIEEE Transactions on Artificial Intelligence (IEEE TAI), 2022
Tao Huang
Hao Li
Wei Chen
Euijoon Ahn
Kang Han
Adeel Razi
Wei Xiang
Jinman Kim
David Dagan Feng
OOD
369
3
0
13 May 2022
FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind
  Image Deblurring
FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image DeblurringACM Multimedia (ACM MM), 2022
Suiyi Zhao
Zhao Zhang
Richang Hong
Mingliang Xu
Yi Yang
Meng Wang
291
50
0
16 Apr 2022
Marginal Contrastive Correspondence for Guided Image Generation
Marginal Contrastive Correspondence for Guided Image GenerationComputer Vision and Pattern Recognition (CVPR), 2022
Fangneng Zhan
Yingchen Yu
Rongliang Wu
Jiahui Zhang
Shijian Lu
Changgong Zhang
VLM
249
33
0
01 Apr 2022
Modulated Contrast for Versatile Image Synthesis
Modulated Contrast for Versatile Image SynthesisComputer Vision and Pattern Recognition (CVPR), 2022
Fangneng Zhan
Jiahui Zhang
Yingchen Yu
Rongliang Wu
Shijian Lu
343
49
0
17 Mar 2022
Real-World Blind Super-Resolution via Feature Matching with Implicit
  High-Resolution Priors
Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution PriorsACM Multimedia (ACM MM), 2022
Chaofeng Chen
Xinyu Shi
Yipeng Qin
Xiaoming Li
Xiaoguang Han
Taojiannan Yang
Shihui Guo
335
167
0
26 Feb 2022
Efficient Non-Local Contrastive Attention for Image Super-Resolution
Efficient Non-Local Contrastive Attention for Image Super-ResolutionAAAI Conference on Artificial Intelligence (AAAI), 2022
Bin Xia
Yucheng Hang
Yapeng Tian
Wenming Yang
Q. Liao
Jie Zhou
SupR
223
96
0
11 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 OptimizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Tianshuo Xu
Lijiang Li
Peng Mi
Xiawu Zheng
Jiayi Ji
G. Jiang
Weihao Ye
Wei Zhang
SupR
328
15
0
04 Jan 2022
A Practical Contrastive Learning Framework for Single-Image
  Super-Resolution
A Practical Contrastive Learning Framework for Single-Image Super-ResolutionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Gang Wu
Junjun Jiang
Xianming Liu
272
71
0
27 Nov 2021
Unpaired Deep Image Deraining Using Dual Contrastive Learning
Unpaired Deep Image Deraining Using Dual Contrastive LearningComputer Vision and Pattern Recognition (CVPR), 2021
Xiang Chen
Jin-shan Pan
Kui Jiang
Yufeng Li
Yufeng Huang
Caihua Kong
Longgang Dai
Zhe-Cheng Fan
SSL
400
179
0
07 Sep 2021
FBC-GAN: Diverse and Flexible Image Synthesis via Foreground-Background
  Composition
FBC-GAN: Diverse and Flexible Image Synthesis via Foreground-Background Composition
Kaiwen Cui
Gong-Duo Zhang
Fangneng Zhan
Jiaxing Huang
Shijian Lu
223
6
0
07 Jul 2021
Bi-level Feature Alignment for Versatile Image Translation and
  Manipulation
Bi-level Feature Alignment for Versatile Image Translation and Manipulation
Fangneng Zhan
Yingchen Yu
Rongliang Wu
Jiahui Zhang
Kaiwen Cui
Aoran Xiao
Shijian Lu
Ling Shao
389
34
0
07 Jul 2021
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