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2003.12769
Cited By
Learning Invariant Representation for Unsupervised Image Restoration
Computer Vision and Pattern Recognition (CVPR), 2020
28 March 2020
Wenchao Du
Hu Chen
Hongyu Yang
OOD
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Papers citing
"Learning Invariant Representation for Unsupervised Image Restoration"
30 / 30 papers shown
ESDiff: Encoding Strategy-inspired Diffusion Model with Few-shot Learning for Color Image Inpainting
Junxuan Zhang
Yan Li
Mengxiao Geng
L. Shi
Qiegen Liu
DiffM
359
0
0
24 Apr 2025
One Latent Space to Rule All Degradations: Unifying Restoration Knowledge for Image Fusion
Haolong Ma
Hui Li
Chunyang Cheng
Zeyang Zhang
Xiaoning Song
Rui Wang
Xiao-Jun Wu
578
1
0
10 Mar 2025
Modeling Dual-Exposure Quad-Bayer Patterns for Joint Denoising and Deblurring
IEEE Transactions on Image Processing (TIP), 2024
Yuzhi Zhao
L. Po
Xin Ye
Yongzhe Xu
Qiong Yan
439
5
0
10 Dec 2024
Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration
Haoze Sun
Wenbo Li
Qingbin Liu
Kaiwen Zhou
Yongqiang Chen
Yong Guo
Yunshui Li
Renjing Pei
Long Peng
Yue Yang
DiffM
456
16
0
01 Dec 2024
Diffusion Priors for Variational Likelihood Estimation and Image Denoising
Neural Information Processing Systems (NeurIPS), 2024
Jun Cheng
Shan Tan
DiffM
350
3
0
23 Oct 2024
Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Xin Lin
Yuyan Zhou
Jingtong Yue
Chao Ren
Kelvin C. K. Chan
Lu Qi
Ming-Hsuan Yang
424
6
0
17 Aug 2024
Transfer CLIP for Generalizable Image Denoising
Computer Vision and Pattern Recognition (CVPR), 2024
Junting Cheng
Dong Liang
Shan Tan
VLM
288
51
0
22 Mar 2024
Step-Calibrated Diffusion for Biomedical Optical Image Restoration
Yiwei Lyu
Sung Jik Cha
Cheng Jiang
Asadur Chowdury
X. Hou
Edward Harake
A. Kondepudi
C. Freudiger
Honglak Lee
Rui Feng
MedIm
330
5
0
20 Mar 2024
IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer
Dongqi Fan
Xin Zhao
Liang Chang
317
1
0
24 Feb 2024
LIR: A Lightweight Baseline for Image Restoration
Dongqi Fan
Ting Yue
Xin Zhao
Renjing Xu
Liang Chang
291
2
0
02 Feb 2024
Masked Pre-trained Model Enables Universal Zero-shot Denoiser
Neural Information Processing Systems (NeurIPS), 2024
Xiaoxiao Ma
Zhixiang Wei
Yi Jin
Pengyang Ling
Tianle Liu
Ben Wang
Junkang Dai
Wei Xu
Enhong Chen
VLM
260
0
0
26 Jan 2024
Image Denoising via Style Disentanglement
Jingwei Niu
Junting Cheng
Shan Tan
172
0
0
26 Sep 2023
Multi-view Self-supervised Disentanglement for General Image Denoising
IEEE International Conference on Computer Vision (ICCV), 2023
Hao Chen
Chenyuan Qu
Yu Zhang
Chen Chen
Jianbo Jiao
OOD
SSL
230
15
0
10 Sep 2023
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches
IEEE International Conference on Computer Vision (ICCV), 2023
X. Lin
Chao Ren
Xiao Liu
Jie Huang
Yinjie Lei
273
50
0
13 Aug 2023
Learning Degradation-Independent Representations for Camera ISP Pipelines
Computer Vision and Pattern Recognition (CVPR), 2023
Yanhui Guo
Fangzhou Luo
Xiaolin Wu
259
10
0
03 Jul 2023
Diffusion Probabilistic Priors for Zero-Shot Low-Dose CT Image Denoising
Medical Physics (Lancaster) (Med. Phys.), 2023
Xuantong Liu
Yaoqin Xie
Junting Cheng
Songhui Diao
Shan Tan
Xiaokun Liang
MedIm
DiffM
304
53
0
25 May 2023
A Survey on the Robustness of Computer Vision Models against Common Corruptions
Shunxin Wang
Raymond N. J. Veldhuis
Christoph Brune
N. Strisciuglio
OOD
VLM
737
27
0
10 May 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement
Computer Vision and Pattern Recognition (CVPR), 2023
Ben Fei
Zhaoyang Lyu
Liang Pan
Junzhe Zhang
Weidong Yang
Tian-jian Luo
Bo Zhang
Bo Dai
DiffM
436
319
0
03 Apr 2023
Hierarchical Disentangled Representation for Invertible Image Denoising and Beyond
Wenchao Du
Hu Chen
Yan Zhang
H. Yang
230
1
0
31 Jan 2023
Generative Modeling in Structural-Hankel Domain for Color Image Inpainting
Zihao Li
Chunhua Wu
Shen-Te Wu
Wenbo Wan
Yuhao Wang
Qiegen Liu
DiffM
203
0
0
25 Nov 2022
Turbo: Opportunistic Enhancement for Edge Video Analytics
ACM International Conference on Embedded Networked Sensor Systems (SenSys), 2022
Yan Lu
Shiqi Jiang
Ting Cao
Yuanchao Shu
233
34
0
29 Jun 2022
Learning Weighting Map for Bit-Depth Expansion within a Rational Range
Yuqing Liu
Qi Jia
Jian Zhang
Xin Fan
Shanshe Wang
Siwei Ma
Wen Gao
228
2
0
26 Apr 2022
Unsupervised Low-Light Image Enhancement via Histogram Equalization Prior
Feng Zhang
Yuanjie Shao
Yi-xuan Sun
Kai Zhu
Changxin Gao
Nong Sang
211
48
0
03 Dec 2021
Unsupervised Image Denoising with Frequency Domain Knowledge
British Machine Vision Conference (BMVC), 2021
Nahyun Kim
Dong-Won Jang
Sunhyeok Lee
Bomi Kim
Dae-Shik Kim
244
13
0
29 Nov 2021
A Close Look at Few-shot Real Image Super-resolution from the Distortion Relation Perspective
Xin Li
Xin Jin
Jun Fu
Xiaoyuan Yu
Bei Tong
Zhibo Chen
SupR
230
2
0
25 Nov 2021
Federated CycleGAN for Privacy-Preserving Image-to-Image Translation
Joonyoung Song
Jong Chul Ye
FedML
348
11
0
17 Jun 2021
Generator Pyramid for High-Resolution Image Inpainting
Complex & Intelligent Systems (CIS), 2020
Leilei Cao
Tong Yang
Yixu Wang
Bo Yan
Yandong Guo
162
16
0
04 Dec 2020
Adaptive noise imitation for image denoising
Huangxing Lin
Yihong Zhuang
Yue Huang
Xinghao Ding
Yizhou Yu
Xiaoqing Liu
John Paisley
163
0
0
30 Nov 2020
Shared Prior Learning of Energy-Based Models for Image Reconstruction
SIAM Journal of Imaging Sciences (SIIMS), 2020
Thomas Pinetz
Erich Kobler
Thomas Pock
Alexander Effland
DiffM
277
7
0
12 Nov 2020
Improving Transformation Invariance in Contrastive Representation Learning
International Conference on Learning Representations (ICLR), 2020
Adam Foster
Rattana Pukdee
Tom Rainforth
287
25
0
19 Oct 2020
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