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Finding Discriminative Filters for Specific Degradations in Blind Super-Resolution
2 August 2021
Liangbin Xie
Xintao Wang
Chao Dong
Chen Ma
Ying Shan
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Papers citing
"Finding Discriminative Filters for Specific Degradations in Blind Super-Resolution"
26 / 26 papers shown
RAM++: Robust Representation Learning via Adaptive Mask for All-in-One Image Restoration
Zilong Zhang
Chujie Qin
Chunle Guo
Yong Zhang
Chao Xue
Ming-Ming Cheng
Chongyi Li
VLM
164
2
0
15 Sep 2025
Revisiting the Generalization Problem of Low-level Vision Models Through the Lens of Image Deraining
Jinfan Hu
Zhiyuan You
Jinjin Gu
Kaiwen Zhu
Tianfan Xue
Chao Dong
445
2
0
18 Feb 2025
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity
Jingbo Lin
Zhilu Zhang
Wenbo Li
Renjing Pei
Hang Xu
Hongzhi Zhang
Wangmeng Zuo
620
6
0
28 Dec 2024
Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration
European Conference on Computer Vision (ECCV), 2024
Chu-Jie Qin
Rui-Qi Wu
Zikun Liu
Xin Lin
Chun-Le Guo
Hyun Hee Park
Chongyi Li
277
20
0
28 Sep 2024
Contribution-based Low-Rank Adaptation with Pre-training Model for Real Image Restoration
European Conference on Computer Vision (ECCV), 2024
Donwon Park
Leixian Shen
Se Young Chun
351
4
0
02 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
512
9
0
29 Jul 2024
ConStyle v2: A Strong Prompter for All-in-One Image Restoration
Dongqi Fan
Junhao Zhang
Liang Chang
VLM
200
2
0
26 Jun 2024
Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model
Dian Zheng
Xiao-Ming Wu
Shuzhou Yang
Jian Zhang
Jianfang Hu
Wei-Shi Zheng
DiffM
252
76
0
17 Mar 2024
IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer
Dongqi Fan
Xin Zhao
Liang Chang
255
1
0
24 Feb 2024
LIR: A Lightweight Baseline for Image Restoration
Dongqi Fan
Ting Yue
Xin Zhao
Renjing Xu
Liang Chang
233
2
0
02 Feb 2024
Improving Image Restoration through Removing Degradations in Textual Representations
Computer Vision and Pattern Recognition (CVPR), 2023
Jingbo Lin
Zhilu Zhang
Yuxiang Wei
Dongwei Ren
Dongsheng Jiang
Wangmeng Zuo
245
45
0
28 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration
Zilong Li
Yiming Lei
Chenglong Ma
Junping Zhang
Hongming Shan
VLM
270
40
0
08 Dec 2023
Controlling Vision-Language Models for Multi-Task Image Restoration
International Conference on Learning Representations (ICLR), 2023
Ziwei Luo
Fredrik K. Gustafsson
Zheng Zhao
Jens Sjölund
Thomas B. Schon
VLM
356
83
0
02 Oct 2023
HAT: Hybrid Attention Transformer for Image Restoration
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Xiangyu Chen
Xintao Wang
Wenlong Zhang
Xiangtao Kong
Yu Qiao
Jiantao Zhou
Chao Dong
362
90
0
11 Sep 2023
Efficient Unified Demosaicing for Bayer and Non-Bayer Patterned Image Sensors
IEEE International Conference on Computer Vision (ICCV), 2023
Haechang Lee
Dongwon Park
Wongi Jeong
Kijeong Kim
Hyunwoo Je
Dongil Ryu
S. Chun
242
13
0
20 Jul 2023
DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models
International Conference on Machine Learning (ICML), 2023
Liangbin Xie
Xintao Wang
Xiangyu Chen
Gengyan Li
Ying Shan
Jiantao Zhou
Chao Dong
194
49
0
05 Jul 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining
Neural Information Processing Systems (NeurIPS), 2023
Jinjin Gu
Xianzheng Ma
Xiangtao Kong
Yu Qiao
Chao Dong
262
17
0
24 May 2023
Kernelized Back-Projection Networks for Blind Super Resolution
Tomoki Yoshida
Yuki Kondo
Takahiro Maeda
Kazutoshi Akita
Norimichi Ukita
SupR
310
2
0
16 Feb 2023
Online Video Super-Resolution with Convolutional Kernel Bypass Graft
IEEE transactions on multimedia (IEEE TMM), 2022
Jun Xiao
Xinyang Jiang
Ningxin Zheng
Hua Yang
Yifan Yang
Yuqing Yang
Dongsheng Li
Kin-Man Lam
SupR
183
33
0
04 Aug 2022
Meta-Learning based Degradation Representation for Blind Super-Resolution
IEEE Transactions on Image Processing (IEEE TIP), 2022
Bin Xia
Yapeng Tian
Yulun Zhang
Yucheng Hang
Wenming Yang
Q. Liao
SupR
181
29
0
28 Jul 2022
Unsupervised Representation Learning for 3D MRI Super Resolution with Degradation Adaptation
IEEE 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
356
3
0
13 May 2022
RepSR: Training Efficient VGG-style Super-Resolution Networks with Structural Re-Parameterization and Batch Normalization
ACM Multimedia (ACM MM), 2022
Xintao Wang
Chao Dong
Ying Shan
272
54
0
11 May 2022
A Closer Look at Blind Super-Resolution: Degradation Models, Baselines, and Performance Upper Bounds
Wenlong Zhang
Guangyuan Shi
Yihao Liu
Chao Dong
Xiao-Ming Wu
247
35
0
10 May 2022
Activating More Pixels in Image Super-Resolution Transformer
Computer Vision and Pattern Recognition (CVPR), 2022
Xiangyu Chen
Xintao Wang
Jiantao Zhou
Yu Qiao
Chao Dong
ViT
523
922
0
09 May 2022
Reflash Dropout in Image Super-Resolution
Computer Vision and Pattern Recognition (CVPR), 2021
Xiangtao Kong
Xina Liu
Jinjin Gu
Yu Qiao
Chao Dong
UQCV
189
64
0
22 Dec 2021
From General to Specific: Online Updating for Blind Super-Resolution
Shang Li
Guixuan Zhang
Zhengxiong Luo
Jie Liu
Zhi Zeng
Shuwu Zhang
168
11
0
06 Jul 2021
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