Blind Image Super-Resolution via Contrastive Representation Learning

1 July 2021

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

200

25 Nov 2025

Text-Aware Image Restoration with Diffusion Models

350

11 Jun 2025

Acquire and then Adapt: Squeezing out Text-to-Image Model for Image RestorationComputer Vision and Pattern Recognition (CVPR), 2025

382

21 Apr 2025

AdaDiffSR: Adaptive Region-aware Dynamic Acceleration Diffusion Model for Real-World Image Super-ResolutionEuropean Conference on Computer Vision (ECCV), 2024

218

23 Oct 2024

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

216

09 Dec 2023

Unpaired MRI Super Resolution with Contrastive Learning

247

24 Oct 2023

Image Super-resolution Via Latent Diffusion: A Sampling-space Mixture Of Experts And Frequency-augmented Decoder Approach

471

18 Oct 2023

Learning from Multi-Perception Features for Real-Word Image Super-resolution

Kang Zhang

In So Kweon

289

26 May 2023

Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-ResolutionInternational Conference on Learning Representations (ICLR), 2023

497

24 May 2023

Exploiting Diffusion Prior for Real-World Image Super-ResolutionInternational Journal of Computer Vision (IJCV), 2023

814

572

11 May 2023

Spherical Space Feature Decomposition for Guided Depth Map Super-ResolutionIEEE International Conference on Computer Vision (ICCV), 2023

Radu Timofte

Luc Van Gool

284

15 Mar 2023

Restoring Vision in Hazy Weather with Hierarchical Contrastive LearningPattern Recognition (Pattern Recogn.), 2022

270

22 Dec 2022

DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image Super-ResolutionNeural Networks (NN), 2022

501

15 Dec 2022

Feature-domain Adaptive Contrastive Distillation for Efficient Single Image Super-ResolutionIEEE Access (IEEE Access), 2022

Hye-Min Moon

Jinwoo Jeong

Sungjei Kim

299

29 Nov 2022

CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image FusionInternational Journal of Computer Vision (IJCV), 2022

436

211

20 Nov 2022

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

206

29 Aug 2022

Latent Multi-Relation Reasoning for GAN-Prior based Image Super-Resolution

317

04 Aug 2022

Towards Counterfactual Image Manipulation via CLIPACM Multimedia (ACM MM), 2022

438

06 Jul 2022

Unsupervised Representation Learning for 3D MRI Super Resolution with Degradation AdaptationIEEE Transactions on Artificial Intelligence (IEEE TAI), 2022

416

13 May 2022

FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image DeblurringACM Multimedia (ACM MM), 2022

Yi Yang

Meng Wang

322

16 Apr 2022

Marginal Contrastive Correspondence for Guided Image GenerationComputer Vision and Pattern Recognition (CVPR), 2022

263

01 Apr 2022

Modulated Contrast for Versatile Image SynthesisComputer Vision and Pattern Recognition (CVPR), 2022

386

17 Mar 2022

Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution PriorsACM Multimedia (ACM MM), 2022

394

172

26 Feb 2022

Efficient Non-Local Contrastive Attention for Image Super-ResolutionAAAI Conference on Artificial Intelligence (AAAI), 2022

Jie Zhou

266

11 Jan 2022

Uncovering the Over-smoothing Challenge in Image Super-Resolution: Entropy-based Quantification and Contrastive OptimizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022

358

04 Jan 2022

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

334

27 Nov 2021

Unpaired Deep Image Deraining Using Dual Contrastive LearningComputer Vision and Pattern Recognition (CVPR), 2021

441

185

07 Sep 2021

FBC-GAN: Diverse and Flexible Image Synthesis via Foreground-Background Composition

252

07 Jul 2021

Bi-level Feature Alignment for Versatile Image Translation and Manipulation

413

07 Jul 2021