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2201.03794
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Efficient Non-Local Contrastive Attention for Image Super-Resolution
AAAI Conference on Artificial Intelligence (AAAI), 2022
11 January 2022
Bin Xia
Yucheng Hang
Yapeng Tian
Wenming Yang
Q. Liao
Jie Zhou
SupR
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Papers citing
"Efficient Non-Local Contrastive Attention for Image Super-Resolution"
23 / 23 papers shown
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
427
4
0
19 Sep 2025
Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention
Yuang Ai
Huaibo Huang
Tao Wu
Qihang Fan
Ran He
432
3
0
22 May 2025
MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs
Yulin Ren
Xin Li
Mengxi Guo
Bingchen Li
Shijie Zhao
Zhibo Chen
Mamba
270
18
0
21 Aug 2024
Interpreting Low-level Vision Models with Causal Effect Maps
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Jinfan Hu
Jinjin Gu
Shiyao Yu
Fanghua Yu
Zheyuan Li
Zhiyuan You
Chaochao Lu
Chao Dong
CML
647
10
0
29 Jul 2024
SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution
Soufiane Belharbi
Mara K M Whitford
Phuong Hoang
Shakeeb Murtaza
Luke McCaffrey
Eric Granger
268
4
0
13 Jun 2024
Efficient Learnable Collaborative Attention for Single Image Super-Resolution
Yi-Gang Zhao
Jian-Nan Su
Guang-yong Chen
Senior Member Ieee Min Gan
208
2
0
07 Apr 2024
VmambaIR: Visual State Space Model for Image Restoration
Yuan Shi
Bin Xia
Xiaoyu Jin
Xing Wang
Tianyu Zhao
Xin Xia
Xuefeng Xiao
Wenming Yang
328
177
0
18 Mar 2024
IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer
Dongqi Fan
Xin Zhao
Liang Chang
326
1
0
24 Feb 2024
Deep Equilibrium Diffusion Restoration with Parallel Sampling
Jingyun Liang
Yue Shi
Kai Zhang
Yulun Zhang
Radu Timofte
Luc Van Gool
DiffM
392
27
0
20 Nov 2023
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Bin Xia
Yulun Zhang
Shiyin Wang
Yitong Wang
Xing Wu
Yapeng Tian
Wenming Yang
Radu Timotfe
Luc Van Gool
DiffM
VLM
357
28
0
26 Aug 2023
Exploring Frequency-Inspired Optimization in Transformer for Efficient Single Image Super-Resolution
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Ao Li
Le Zhang
Yun-Hai Liu
Ce Zhu
282
25
0
09 Aug 2023
MaxSR: Image Super-Resolution Using Improved MaxViT
B. Yang
Gangshan Wu
SupR
377
6
0
14 Jul 2023
Convolutional neural network based on sparse graph attention mechanism for MRI super-resolution
X. Hua
Z. Du
Hongfeng Yu
Jixin Maa
SupR
MedIm
270
1
0
29 May 2023
High-Similarity-Pass Attention for Single Image Super-Resolution
IEEE Transactions on Image Processing (IEEE TIP), 2023
Jianmei Su
Min Gan
Ieee Guang-Yong Chen Senior Member
Wenzhong Guo
F. I. C. L. Philip Chen
271
41
0
25 May 2023
DiffIR: Efficient Diffusion Model for Image Restoration
IEEE International Conference on Computer Vision (ICCV), 2023
Bin Xia
Yulun Zhang
Shiyin Wang
Yitong Wang
Xing Wu
Yapeng Tian
Wenming Yang
Luc Van Gool
DiffM
573
396
0
16 Mar 2023
Knowledge Distillation based Degradation Estimation for Blind Super-Resolution
International Conference on Learning Representations (ICLR), 2022
Bin Xia
Yulun Zhang
Yitong Wang
Yapeng Tian
Wenming Yang
Radu Timofte
Luc Van Gool
354
51
0
30 Nov 2022
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yi Chang
Yun Guo
Yuntong Ye
C. Yu
Lin Zhu
Xile Zhao
Luxin Yan
Yonghong Tian
SSL
306
24
0
02 Nov 2022
ITSRN++: Stronger and Better Implicit Transformer Network for Continuous Screen Content Image Super-Resolution
Sheng Shen
Huanjing Yue
Jingyu Yang
Kun Li
SupR
235
3
0
17 Oct 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
271
31
0
02 Oct 2022
Multi-scale Attention Network for Single Image Super-Resolution
Yan Wang
Yusen Li
Gang Wang
Xiaoguang Liu
SupR
495
126
0
28 Sep 2022
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution
European Conference on Computer Vision (ECCV), 2022
J. Fu
Hong Wang
Qi Xie
Qian Zhao
Deyu Meng
Zongben Xu
SupR
668
33
0
21 Sep 2022
HIPA: Hierarchical Patch Transformer for Single Image Super Resolution
IEEE Transactions on Image Processing (IEEE TIP), 2022
Qing Cai
Yiming Qian
Jinxing Li
Junjie Lv
Yee-Hong Yang
Feng Wu
Dafan Zhang
308
53
0
19 Mar 2022
A Systematic Survey of Deep Learning-based Single-Image Super-Resolution
Juncheng Li
Zehua Pei
Wenjie Li
Guangwei Gao
Longguang Wang
Yingqian Wang
T. Zeng
496
65
0
29 Sep 2021
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