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2004.01178
Cited By
Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training
Computer Vision and Pattern Recognition (CVPR), 2020
2 April 2020
Yunxuan Wei
Shuhang Gu
Yawei Li
Longcun Jin
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Papers citing
"Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training"
50 / 76 papers shown
Learning Latent Transmission and Glare Maps for Lens Veiling Glare Removal
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Qi Jiang
Lei Sun
Zongxi Yu
Kailun Yang
...
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Yao Gao
Yaoguang Ma
M. Yang
Kaiwei Wang
223
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0
21 Nov 2025
Deep Learning Empowered Super-Resolution: A Comprehensive Survey and Future Prospects
Proceedings of the IEEE (Proc. IEEE), 2025
Le Zhang
Ao Li
Qibin Hou
Ce Zhu
Yonina C. Eldar
SupR
408
3
0
19 Sep 2025
Not All Degradations Are Equal: A Targeted Feature Denoising Framework for Generalizable Image Super-Resolution
Hongjun Wang
Jiyuan Chen
Zhengwei Yin
Xuan Song
Yinqiang Zheng
DiffM
329
0
0
18 Sep 2025
Unsupervised Real-World Super-Resolution via Rectified Flow Degradation Modelling
Hongyang Zhou
Xiaobin Zhu
Liuling Chen
Junyi He
Jingyan Qin
Xu-Cheng Yin
Zhang xiaoxing
228
0
0
10 Aug 2025
Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration
Computer Vision and Pattern Recognition (CVPR), 2025
Junyuan Deng
Xinyi Wu
Yongxing Yang
Congchao Zhu
Song Wang
Zhenyao Wu
388
4
0
21 Apr 2025
Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising
Computer Vision and Pattern Recognition (CVPR), 2024
Longji Xu
Hongyuan Wang
Lizhi Wang
Xinyu Wang
Lin Zhu
Wanxuan Lu
Hua Huang
425
6
0
21 Dec 2024
Exploring Real&Synthetic Dataset and Linear Attention in Image Restoration
Yuzhen Du
Teng Hu
Jing Zhang
Ran Yi Chengming Xu
Xiaobin Hu
Kai WU
Donghao Luo
Yun Wang
Lizhuang Ma
417
1
0
05 Dec 2024
High-Resolution Be Aware! Improving the Self-Supervised Real-World Super-Resolution
Yuehan Zhang
Angela Yao
SupR
250
0
0
25 Nov 2024
SSL: A Self-similarity Loss for Improving Generative Image Super-resolution
ACM Multimedia (MM), 2024
Du Chen
Zhengqiang Zhang
Jie Liang
Lei Zhang
260
6
0
11 Aug 2024
Pairwise Distance Distillation for Unsupervised Real-World Image Super-Resolution
Yuehan Zhang
Seungjun Lee
Angela Yao
228
3
0
10 Jul 2024
Preserving Full Degradation Details for Blind Image Super-Resolution
Hongda Liu
Longguang Wang
Ye Zhang
Kaiwen Xue
Shunbo Zhou
Yulan Guo
283
0
0
01 Jul 2024
Learning Dual Transformers for All-In-One Image Restoration from a Frequency Perspective
Zenglin Shi
Tong Su
Pei Liu
Yunpeng Wu
Le Zhang
Meng Wang
Meng Wang
ViT
243
0
0
30 Jun 2024
Exploiting Frequency Correlation for Hyperspectral Image Reconstruction
Muge Yan
Lizhi Wang
Lin Zhu
Hua Huang
519
2
0
02 Jun 2024
Frequency-Domain Refinement with Multiscale Diffusion for Super Resolution
Xingjian Wang
Li Chai
Jiming Chen
392
5
0
16 May 2024
Teacher-Student Network for Real-World Face Super-Resolution with Progressive Embedding of Edge Information
Zhilei Liu
Chenggong Zhang
295
1
0
08 May 2024
Self-Supervised Learning for Real-World Super-Resolution from Dual and Multiple Zoomed Observations
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Zhilu Zhang
Ruohao Wang
Hongzhi Zhang
Wangmeng Zuo
MDE
SupR
293
6
0
03 May 2024
Single Image Super-Resolution Based on Global-Local Information Synergy
Nianzu Qiao
Lamei Di
Changyin Sun
SupR
279
0
0
02 May 2024
G-Refine: A General Quality Refiner for Text-to-Image Generation
Chunyi Li
Haoning Wu
Hongkun Hao
Zicheng Zhang
Tengchaun Kou
Chaofeng Chen
Lei Bai
Xiaohong Liu
Weisi Lin
Guangtao Zhai
417
8
0
29 Apr 2024
SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder
Dihan Zheng
Yihang Zou
Xiaowen Zhang
Chenglong Bao
DiffM
370
6
0
26 Mar 2024
CasSR: Activating Image Power for Real-World Image Super-Resolution
Haolan Chen
Jinhua Hao
Kai Zhao
Kun Yuan
Ming Sun
Chao Zhou
Wei Hu
298
6
0
18 Mar 2024
Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning
Zhaodong Sun
Wenbo Li
Jinjin Gu
Jingjing Ren
Haoze Sun
X. Zou
Zhensong Zhang
Youliang Yan
Lei Zhu
237
29
0
05 Mar 2024
Navigating Beyond Dropout: An Intriguing Solution Towards Generalizable Image Super Resolution
Hongjun Wang
Jiyuan Chen
Yinqiang Zheng
Tieyong Zeng
OOD
308
10
0
29 Feb 2024
MambaIR: A Simple Baseline for Image Restoration with State-Space Model
Hang Guo
Jinmin Li
Tao Dai
Zhihao Ouyang
Xudong Ren
Shu-Tao Xia
Mamba
538
629
0
23 Feb 2024
Q-Refine: A Perceptual Quality Refiner for AI-Generated Image
IEEE International Conference on Multimedia and Expo (ICME), 2024
Chunyi Li
Haoning Wu
Zicheng Zhang
Hongkun Hao
Kaiwei Zhang
Lei Bai
Xiaohong Liu
Xiongkuo Min
Weisi Lin
Guangtao Zhai
321
26
0
02 Jan 2024
Iterative Token Evaluation and Refinement for Real-World Super-Resolution
AAAI Conference on Artificial Intelligence (AAAI), 2023
Chaofeng Chen
Shangchen Zhou
Liang Liao
Haoning Wu
Wenxiu Sun
Qiong Yan
Weisi Lin
217
11
0
09 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration
Zilong Li
Yiming Lei
Chenglong Ma
Junping Zhang
Hongming Shan
VLM
387
51
0
08 Dec 2023
CoSeR: Bridging Image and Language for Cognitive Super-Resolution
Computer Vision and Pattern Recognition (CVPR), 2023
Haoze Sun
Wenbo Li
Jianzhuang Liu
Zhaodong Sun
Renjing Pei
X. Zou
Youliang Yan
Yujiu Yang
SupR
646
78
0
27 Nov 2023
Image Super-Resolution with Text Prompt Diffusion
Zheng Chen
Yulun Zhang
Jinjin Gu
Xin Yuan
Linghe Kong
Guihai Chen
Yunbo Wang
DiffM
682
27
0
24 Nov 2023
Unpaired MRI Super Resolution with Contrastive Learning
Hao Li
Quanwei Liu
Tao Huang
Xiling Liu
Yanni Dong
Wei Chen
Zhihan Lv
MedIm
SupR
255
0
0
24 Oct 2023
Learning Many-to-Many Mapping for Unpaired Real-World Image Super-resolution and Downscaling
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Wanjie Sun
Zhenzhong Chen
SupR
305
9
0
08 Oct 2023
Unpaired Optical Coherence Tomography Angiography Image Super-Resolution via Frequency-Aware Inverse-Consistency GAN
IEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Weiwen Zhang
Dawei Yang
Haoxuan Che
A. Ran
Carol Y. Cheung
Hao Chen
289
5
0
29 Sep 2023
End-to-end Alternating Optimization for Real-World Blind Super Resolution
International Journal of Computer Vision (IJCV), 2023
Zhengxiong Luo
Yan Huang
Shang Li
Liangsheng Wang
Tien-Ping Tan
SupR
277
30
0
17 Aug 2023
A Dive into SAM Prior in Image Restoration
Zeyu Xiao
Jiawang Bai
Zhihe Lu
Zhiwei Xiong
282
27
0
23 May 2023
Exploiting Diffusion Prior for Real-World Image Super-Resolution
International Journal of Computer Vision (IJCV), 2023
Jianyi Wang
Zongsheng Yue
Shangchen Zhou
Kelvin C. K. Chan
Chen Change Loy
818
572
0
11 May 2023
Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer
Computer Vision and Pattern Recognition (CVPR), 2023
Yuang Ai
Xiaoqiang Zhou
Huaibo Huang
Lei Zhang
Xiao-Yu Zhang
476
10
0
31 Mar 2023
MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing
Haijin Zeng
Kai Feng
Haijin Zeng
Jingyun Liang
Yongyong Chen
Hongyan Zhang
H. Luong
Wilfried Philips
260
4
0
23 Mar 2023
CLADE: Cycle Loss Augmented Degradation Enhancement for Unpaired Super-Resolution of Anisotropic Medical Images
Michele Pascale
V. Muthurangu
J. Tordera
H. Fitzke
G. Bhatnagar
Stuart Taylor
J. Steeden
MedIm
309
0
0
21 Mar 2023
Learning Data-Driven Vector-Quantized Degradation Model for Animation Video Super-Resolution
IEEE International Conference on Computer Vision (ICCV), 2023
Zixi Tuo
Huan Yang
Jianlong Fu
Yujie Dun
Xueming Qian
VGen
306
5
0
17 Mar 2023
Synthesizing Realistic Image Restoration Training Pairs: A Diffusion Approach
Tao Yang
Peiran Ren
Xuansong Xie
Lei Zhang
DiffM
293
23
0
13 Mar 2023
Kernelized Back-Projection Networks for Blind Super Resolution
Tomoki Yoshida
Yuki Kondo
Takahiro Maeda
Kazutoshi Akita
Norimichi Ukita
SupR
423
2
0
16 Feb 2023
DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image Super-Resolution
Neural Networks (NN), 2022
Junbo Qiao
Shaohui Lin
Yunlu Zhang
Wei Li
Hu Jie
Gaoqi He
Changbo Wang
Zhuang Ma
515
5
0
15 Dec 2022
CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution
Computer Vision and Pattern Recognition (CVPR), 2022
Jingyun Liang
Qin Wang
Yongqin Xian
Yawei Li
Bingbing Ni
Zhi-peng Pi
Lucas Beerens
Yulun Zhang
Radu Timofte
Luc Van Gool
SupR
463
89
0
08 Dec 2022
Towards Real World HDRTV Reconstruction: A Data Synthesis-based Approach
European Conference on Computer Vision (ECCV), 2022
Zhen Cheng
Tao Wang
Yong Li
Fenglong Song
C. Chen
Zhiwei Xiong
266
8
0
06 Nov 2022
Basic Binary Convolution Unit for Binarized Image Restoration Network
International Conference on Learning Representations (ICLR), 2022
Bin Xia
Yulun Zhang
Yitong Wang
Yapeng Tian
Wenming Yang
Radu Timofte
Luc Van Gool
MQ
261
30
0
02 Oct 2022
Perception-Distortion Trade-off in the SR Space Spanned by Flow Models
International Conference on Information Photonics (ICIP), 2022
Cansu Korkmaz
A. Murat Tekalp
Zafer Doğan
Erkut Erdem
Aykut Erdem
198
3
0
18 Sep 2022
Criteria Comparative Learning for Real-scene Image Super-Resolution
Yukai Shi
Hao Li
Senyang Zhang
Zhi Yang
Xiao Wang
SupR
312
19
0
26 Jul 2022
Learning Generalizable Latent Representations for Novel Degradations in Super Resolution
ACM Multimedia (ACM MM), 2022
Fengju Li
Xin Feng
Fanglin Chen
Guangming Lu
Wenjie Pei
158
5
0
25 Jul 2022
Real-World Single Image Super-Resolution Under Rainy Condition
M. S. Uddin
SupR
282
1
0
16 Jun 2022
AnimeSR: Learning Real-World Super-Resolution Models for Animation Videos
Neural Information Processing Systems (NeurIPS), 2022
Yanze Wu
Xintao Wang
Gengyan Li
Ying Shan
SupR
310
38
0
14 Jun 2022
Real-World Image Super-Resolution by Exclusionary Dual-Learning
IEEE transactions on multimedia (IEEE TMM), 2022
Hao Li
Jinghui Qin
Zhi Yang
Pengxu Wei
Jin-shan Pan
Liang Lin
Yukai Shi
237
22
0
06 Jun 2022
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