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Exploiting Deep Generative Prior for Versatile Image Restoration and
  Manipulation
v1v2v3v4 (latest)

Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
30 March 2020
Xingang Pan
Xiaohang Zhan
Bo Dai
Dahua Lin
Chen Change Loy
Ping Luo
    DiffM
ArXiv (abs)PDFHTMLGithub (504★)

Papers citing "Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation"

50 / 225 papers shown
CARD: Correlation Aware Restoration with Diffusion
CARD: Correlation Aware Restoration with Diffusion
Niki Nezakati
Arnab Ghosh
Amit Roy-Chowdhury
Vishwanath Saragadam
DiffM
71
0
0
04 Dec 2025
Equivariant Sampling for Improving Diffusion Model-based Image Restoration
Equivariant Sampling for Improving Diffusion Model-based Image Restoration
Chenxu Wu
Qingpeng Kong
Peiang Zhao
Wendi Yang
Wenxin Ma
Fenghe Tang
Zihang Jiang
S.Kevin Zhou
DiffM
163
0
0
13 Nov 2025
Deep Learning Empowered Super-Resolution: A Comprehensive Survey and Future Prospects
Deep Learning Empowered Super-Resolution: A Comprehensive Survey and Future ProspectsProceedings of the IEEE (Proc. IEEE), 2025
Le Zhang
Ao Li
Qibin Hou
Ce Zhu
Yonina C. Eldar
SupR
413
3
0
19 Sep 2025
Enhanced Generative Structure Prior for Chinese Text Image Super-resolution
Enhanced Generative Structure Prior for Chinese Text Image Super-resolutionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Xiaoming Li
Wangmeng Zuo
Chen Change Loy
212
2
0
11 Aug 2025
Hallucination Score: Towards Mitigating Hallucinations in Generative Image Super-Resolution
Hallucination Score: Towards Mitigating Hallucinations in Generative Image Super-Resolution
Weiming Ren
Raghav Goyal
Zhiming Hu
Tristan Aumentado-Armstrong
Iqbal Mohomed
Alex Levinshtein
388
4
0
18 Jul 2025
Reversing Flow for Image Restoration
Reversing Flow for Image RestorationComputer Vision and Pattern Recognition (CVPR), 2025
Haina Qin
Wenyang Luo
L. xilinx Wang
Dandan Zheng
Jingdong Chen
Ming Yang
Bing Li
Weiming Hu
385
4
0
20 Jun 2025
MODS: Multi-source Observations Conditional Diffusion Model for Meteorological State Downscaling
MODS: Multi-source Observations Conditional Diffusion Model for Meteorological State Downscaling
Siwei Tu
Jingyi Xu
Weidong Yang
Lei Bai
Ben Fei
244
1
0
02 Jun 2025
Augmenting Perceptual Super-Resolution via Image Quality Predictors
Augmenting Perceptual Super-Resolution via Image Quality PredictorsComputer Vision and Pattern Recognition (CVPR), 2025
Fengjia Zhang
Samrudhdhi B. Rangrej
Tristan Aumentado-Armstrong
Afsaneh Fazly
Alex Levinshtein
SupR
353
4
0
25 Apr 2025
"I Know It When I See It": Mood Spaces for Connecting and Expressing Visual Concepts
"I Know It When I See It": Mood Spaces for Connecting and Expressing Visual Concepts
Huzheng Yang
Katherine Xu
Michael D. Grossberg
Yutong Bai
Jianbo Shi
290
0
0
21 Apr 2025
Temporal-Consistent Video Restoration with Pre-trained Diffusion Models
Temporal-Consistent Video Restoration with Pre-trained Diffusion Models
Hengkang Wang
Yang Liu
Huidong Liu
Chien Wang
Yanhui Guo
Hongdong Li
Bryan Wang
Ju Sun
DiffMVGen
257
3
0
19 Mar 2025
CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution
CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution
Runyi Li
Bin Chen
Jian Zhang
Radu Timofte
SupR
503
1
0
18 Mar 2025
Removing Multiple Hybrid Adverse Weather in Video via a Unified Model
Removing Multiple Hybrid Adverse Weather in Video via a Unified Model
Yecong Wan
Mingwen Shao
Yuanshuo Cheng
Jun Shu
Shuigen Wang
280
0
0
08 Mar 2025
Diffusion Restoration Adapter for Real-World Image Restoration
Diffusion Restoration Adapter for Real-World Image Restoration
Hanbang Liang
Zhen Wang
Weihui Deng
DiffM
334
4
0
28 Feb 2025
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary ResolutionComputer Vision and Pattern Recognition (CVPR), 2025
Siwei Tu
Ben Fei
Weidong Yang
Zhangrui Li
Hao Chen
Zili Liu
Kun Chen
Hang Fan
W. Ouyang
Junlin Wu
625
9
0
09 Feb 2025
Unpaired Deblurring via Decoupled Diffusion Model
Unpaired Deblurring via Decoupled Diffusion Model
Junhao Cheng
Wei-Ting Chen
Xi Lu
Ming-Hsuan Yang
DiffM
440
0
0
03 Feb 2025
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains
Junyu Xia
Jiesong Bai
Yihang Dong
ViT
732
4
0
21 Jan 2025
CLIP-SR: Collaborative Linguistic and Image Processing for Super-Resolution
CLIP-SR: Collaborative Linguistic and Image Processing for Super-ResolutionIEEE transactions on multimedia (IEEE TMM), 2024
Bingwen Hu
Heng Liu
Zhedong Zheng
Ping Liu
SupR
694
2
0
16 Dec 2024
Frequency-Guided Posterior Sampling for Diffusion-Based Image Restoration
Frequency-Guided Posterior Sampling for Diffusion-Based Image Restoration
D. Thaker
Abhishek Goyal
René Vidal
DiffM
374
7
0
22 Nov 2024
DiffPAD: Denoising Diffusion-based Adversarial Patch Decontamination
DiffPAD: Denoising Diffusion-based Adversarial Patch DecontaminationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Jia Fu
Xiao Zhang
Sepideh Pashami
Fatemeh Rahimian
Anders Holst
DiffMAAML
347
1
0
31 Oct 2024
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe
  Dataset Curation
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset CurationNeural Information Processing Systems (NeurIPS), 2024
Yuang Ai
Xiaoqiang Zhou
Huaibo Huang
Xiaotian Han
Ruihao Zhang
Quanzeng You
Hongxia Yang
414
49
0
24 Oct 2024
Diffusion Priors for Variational Likelihood Estimation and Image
  Denoising
Diffusion Priors for Variational Likelihood Estimation and Image DenoisingNeural Information Processing Systems (NeurIPS), 2024
Jun Cheng
Shan Tan
DiffM
342
3
0
23 Oct 2024
Improving Consistency in Diffusion Models for Image Super-Resolution
Improving Consistency in Diffusion Models for Image Super-Resolution
Junhao Gu
Peng-Tao Jiang
Hao Zhang
Mi Zhou
Jinwei Chen
Wenming Yang
Yue Liu
71
0
0
17 Oct 2024
Combining Generative and Geometry Priors for Wide-Angle Portrait
  Correction
Combining Generative and Geometry Priors for Wide-Angle Portrait CorrectionEuropean Conference on Computer Vision (ECCV), 2024
Lan Yao
Chong Chen
Xiaoming Li
Zifei Yan
W. Zuo
258
4
0
13 Oct 2024
TD-Paint: Faster Diffusion Inpainting Through Time Aware Pixel Conditioning
TD-Paint: Faster Diffusion Inpainting Through Time Aware Pixel Conditioning
Tsiry Mayet
Pourya Shamsolmoali
Simon Bernard
Mohammadhadi Shateri
Romain Hérault
Clément Chatelain
DiffM
374
1
0
11 Oct 2024
IceDiff: High Resolution and High-Quality Sea Ice Forecasting with
  Generative Diffusion Prior
IceDiff: High Resolution and High-Quality Sea Ice Forecasting with Generative Diffusion Prior
Jingyi Xu
Siwei Tu
Weidong Yang
Shuhao Li
Keyi Liu
Yeqi Luo
Lipeng Ma
Ben Fei
Junlin Wu
DiffMAI4Cl
212
2
0
10 Oct 2024
G2D2: Gradient-Guided Discrete Diffusion for Inverse Problem Solving
G2D2: Gradient-Guided Discrete Diffusion for Inverse Problem Solving
Naoki Murata
Chieh-Hsin Lai
Yuhta Takida
Toshimitsu Uesaka
Bac Nguyen
Stefano Ermon
Yuki Mitsufuji
DiffM
302
2
0
09 Oct 2024
Computer-aided Colorization State-of-the-science: A Survey
Computer-aided Colorization State-of-the-science: A SurveyIEEE Transactions on Visualization and Computer Graphics (TVCG), 2024
Yu Cao
Xin Duan
Xiangqiao Meng
P. Y. Mok
Ping Li
Tong-Yee Lee
277
1
0
03 Oct 2024
Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors
Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors
Aiping Zhang
Zongsheng Yue
Renjing Pei
Wenqi Ren
Xiaochun Cao
232
47
0
25 Sep 2024
Diff-INR: Generative Regularization for Electrical Impedance Tomography
Diff-INR: Generative Regularization for Electrical Impedance Tomography
Bowen Tong
Junwu Wang
Dong Liu
DiffMMedIm
345
6
0
06 Sep 2024
Deep Learning Techniques for Atmospheric Turbulence Removal: A Review
Deep Learning Techniques for Atmospheric Turbulence Removal: A Review
P. Hill
Qirui Yang
A. Achim
David Bull
306
18
0
03 Sep 2024
TVG: A Training-free Transition Video Generation Method with Diffusion
  Models
TVG: A Training-free Transition Video Generation Method with Diffusion Models
Rui Zhang
Yaosen Chen
Yuegen Liu
Wei Wang
Xuming Wen
Hongxia Wang
DiffM
235
11
0
24 Aug 2024
CODE: Confident Ordinary Differential Editing
CODE: Confident Ordinary Differential EditingAAAI Conference on Artificial Intelligence (AAAI), 2024
B. V. Delft
Tommaso Martorella
Alexandre Alahi
DiffM
290
0
0
22 Aug 2024
Taming Generative Diffusion for Universal Blind Image Restoration
Taming Generative Diffusion for Universal Blind Image RestorationNeural Information Processing Systems (NeurIPS), 2024
Siwei Tu
Weidong Yang
Ben Fei
DiffM
328
6
0
21 Aug 2024
AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free
  Real-world Low-light Image Enhancement
AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement
Yunlong Lin
Tian-Chun Ye
Sixiang Chen
Zhenqi Fu
Yingying Wang
Wenhao Chai
Zhaohu Xing
Lei Zhu
Xinghao Ding
DiffM
361
26
0
20 Jul 2024
A New Dataset and Framework for Real-World Blurred Images
  Super-Resolution
A New Dataset and Framework for Real-World Blurred Images Super-Resolution
Rui Qin
Ming Sun
Chao Zhou
Bin Wang
SupR
344
3
0
20 Jul 2024
Blind Image Deconvolution by Generative-based Kernel Prior and
  Initializer via Latent Encoding
Blind Image Deconvolution by Generative-based Kernel Prior and Initializer via Latent Encoding
Jiangtao Zhang
Zongsheng Yue
Hui Wang
Qian Zhao
Deyu Meng
VLM
293
6
0
20 Jul 2024
Difflare: Removing Image Lens Flare with Latent Diffusion Model
Difflare: Removing Image Lens Flare with Latent Diffusion Model
Tianwen Zhou
Qihao Duan
Zitong Yu
267
1
0
20 Jul 2024
PSC: Posterior Sampling-Based Compression
PSC: Posterior Sampling-Based Compression
Noam Elata
T. Michaeli
Michael Elad
DiffM
489
0
0
13 Jul 2024
LIPE: Learning Personalized Identity Prior for Non-rigid Image Editing
LIPE: Learning Personalized Identity Prior for Non-rigid Image Editing
Aoyang Liu
Qingnan Fan
Shuai Qin
Hong Gu
Yansong Tang
DiffM
266
1
0
25 Jun 2024
Zero-Shot Image Denoising for High-Resolution Electron Microscopy
Zero-Shot Image Denoising for High-Resolution Electron Microscopy
Xuanyu Tian
Zhuoya Dong
Xiyue Lin
Yue Gao
Hongjiang Wei
Yanhang Ma
Jingyi Yu
Yuyao Zhang
273
3
0
20 Jun 2024
Lightening Anything in Medical Images
Lightening Anything in Medical Images
Ben Fei
Yixuan Li
Weidong Yang
Hengjun Gao
Jingyi Xu
Lipeng Ma
Yatian Yang
Pinghong Zhou
MedIm
252
2
0
01 Jun 2024
Blind Image Restoration via Fast Diffusion Inversion
Blind Image Restoration via Fast Diffusion Inversion
Hamadi Chihaoui
Abdelhak Lemkhenter
Paolo Favaro
282
30
0
29 May 2024
Programmable Motion Generation for Open-Set Motion Control Tasks
Programmable Motion Generation for Open-Set Motion Control Tasks
Hanchao Liu
Xiaohang Zhan
Shaoli Huang
Tai-Jiang Mu
Ying Shan
325
20
0
29 May 2024
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion
  Models
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models
Hengkang Wang
Xu Zhang
Taihui Li
Yuxiang Wan
Tiancong Chen
Ju Sun
DiffM
334
47
0
27 May 2024
Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement
Retinexmamba: Retinex-based Mamba for Low-light Image EnhancementInternational Conference on Neural Information Processing (ICONIP), 2024
Jiesong Bai
Yuhao Yin
Qiyuan He
Yuanxian Li
Xiaofeng Zhang
Mamba
294
109
0
06 May 2024
Residual-Conditioned Optimal Transport: Towards Structure-Preserving
  Unpaired and Paired Image Restoration
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image RestorationInternational Conference on Machine Learning (ICML), 2024
Xiaole Tang
Xin Hu
Xiang Gu
Jian Sun
380
18
0
05 May 2024
Single Image Super-Resolution Based on Global-Local Information Synergy
Single Image Super-Resolution Based on Global-Local Information Synergy
Nianzu Qiao
Lamei Di
Changyin Sun
SupR
280
0
0
02 May 2024
DiffBody: Human Body Restoration by Imagining with Generative Diffusion
  Prior
DiffBody: Human Body Restoration by Imagining with Generative Diffusion Prior
Yiming Zhang
Zhe Wang
Xinjie Li
Yunchen Yuan
Chengsong Zhang
Xiao Sun
Zhihang Zhong
Jian Wang
DiffM
285
6
0
04 Apr 2024
DeeDSR: Towards Real-World Image Super-Resolution via Degradation-Aware
  Stable Diffusion
DeeDSR: Towards Real-World Image Super-Resolution via Degradation-Aware Stable Diffusion
Chunyang Bi
Xin Luo
Sheng Shen
Mengxi Zhang
Huanjing Yue
Jingyu Yang
198
5
0
31 Mar 2024
Seeing the Unseen: A Frequency Prompt Guided Transformer for Image
  Restoration
Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration
Shihao Zhou
Jinshan Pan
Jinglei Shi
Duosheng Chen
Lishen Qu
Jufeng Yang
VLM
310
29
0
30 Mar 2024
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