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2305.08995
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Denoising Diffusion Models for Plug-and-Play Image Restoration
15 May 2023
Yuanzhi Zhu
Kaicheng Zhang
Christos Sakaridis
Jingyun Liang
B. Wen
Radu Timofte
Luc Van Gool
DiffM
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Papers citing
"Denoising Diffusion Models for Plug-and-Play Image Restoration"
28 / 28 papers shown
Title
Whitened Score Diffusion: A Structured Prior for Imaging Inverse Problems
Jeffrey Alido
Tongyu Li
Yu Sun
Lei Tian
DiffM
MedIm
19
0
0
15 May 2025
SynSHRP2: A Synthetic Multimodal Benchmark for Driving Safety-critical Events Derived from Real-world Driving Data
Liang Shi
Boyu Jiang
Zhenyuan Yuan
Miguel A. Perez
Feng Guo
34
0
0
06 May 2025
Improving Diffusion-based Inverse Algorithms under Few-Step Constraint via Learnable Linear Extrapolation
Jiawei Zhang
Ziyuan Liu
Leon Yan
Gen Li
Yuantao Gu
59
0
0
13 Mar 2025
Reconstruct Anything Model: a lightweight foundation model for computational imaging
M. Terris
Samuel Hurault
Maxime Song
Julian Tachella
MedIm
DiffM
75
2
0
11 Mar 2025
RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior
Ching Hua Lee
Chouchang Yang
Jaejin Cho
Yashas Malur Saidutta
R. S. Srinivasa
Yilin Shen
Hongxia Jin
DiffM
88
0
0
19 Feb 2025
Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs
Severi Rissanen
Markus Heinonen
Arno Solin
DiffM
137
0
0
15 Oct 2024
Towards Unsupervised Blind Face Restoration using Diffusion Prior
Tianshu Kuai
Sina Honari
Igor Gilitschenski
Alex Levinshtein
DiffM
38
0
0
06 Oct 2024
PnP-Flow: Plug-and-Play Image Restoration with Flow Matching
Ségolène Martin
Anne Gagneux
Paul Hagemann
Gabriele Steidl
42
9
0
03 Oct 2024
Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing
Bingliang Zhang
Wenda Chu
Julius Berner
Chenlin Meng
Anima Anandkumar
Yang Song
DiffM
44
27
0
01 Jul 2024
Diffusion Models in Low-Level Vision: A Survey
Chunming He
Yuqi Shen
Chengyu Fang
Fengyang Xiao
Longxiang Tang
Yulun Zhang
W. Zuo
Zhenhua Guo
Xiu Li
VLM
DiffM
MedIm
82
33
0
17 Jun 2024
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems
Jiawei Zhang
Jiaxin Zhuang
Cheng Jin
Gen Li
Yuantao Gu
DiffM
76
1
0
11 Jun 2024
Solving Inverse Problems in Protein Space Using Diffusion-Based Priors
A. Levy
E. R. Chan
Sara Fridovich-Keil
Frédéric Poitevin
Ellen D. Zhong
Gordon Wetzstein
DiffM
75
3
0
06 Jun 2024
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors
Zihui Wu
Yu Sun
Yifan Chen
Bingliang Zhang
Yisong Yue
Katherine Bouman
DiffM
34
20
0
29 May 2024
Efficient Conditional Diffusion Model with Probability Flow Sampling for Image Super-resolution
Yutao Yuan
Chun Yuan
DiffM
37
6
0
16 Apr 2024
Invertible Diffusion Models for Compressed Sensing
Bin Chen
Zhenyu Zhang
Weiqi Li
Chen Zhao
Jiwen Yu
Shijie Zhao
Jie Chen
Jian Zhang
DiffM
57
5
0
25 Mar 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting
Zongsheng Yue
Jianyi Wang
Chen Change Loy
DiffM
32
36
0
12 Mar 2024
On the Asymptotic Mean Square Error Optimality of Diffusion Models
B. Fesl
Benedikt Bock
Florian Strasser
Michael Baur
M. Joham
Wolfgang Utschick
DiffM
33
0
0
05 Mar 2024
Learning pseudo-contractive denoisers for inverse problems
Deliang Wei
Peng Chen
Fang Li
27
4
0
08 Feb 2024
Tell Me What You See: Text-Guided Real-World Image Denoising
E. Yosef
Raja Giryes
DiffM
59
2
0
15 Dec 2023
DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative Spectral Diffusion Model
Zhenghao Pan
Haijin Zeng
Jingyun Liang
Kai Zhang
Yongyong Chen
18
5
0
19 Nov 2023
Score-Based Generative Models for PET Image Reconstruction
I. Singh
Alexander Denker
Riccardo Barbano
vZeljko Kereta
Bangti Jin
K. Thielemans
Peter Maass
Simon Arridge
DiffM
MedIm
29
16
0
27 Aug 2023
DifFace: Blind Face Restoration with Diffused Error Contraction
Zongsheng Yue
Chen Change Loy
DiffM
37
70
0
13 Dec 2022
Denoising Diffusion Restoration Models
Bahjat Kawar
Michael Elad
Stefano Ermon
Jiaming Song
DiffM
217
787
0
27 Jan 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models
Andreas Lugmayr
Martin Danelljan
Andrés Romero
Feng Yu
Radu Timofte
Luc Van Gool
DiffM
233
1,355
0
24 Jan 2022
Early Stopping for Deep Image Prior
Hengkang Wang
Taihui Li
Zhong Zhuang
Tiancong Chen
Hengyue Liang
Ju Sun
26
63
0
11 Dec 2021
Palette: Image-to-Image Diffusion Models
Chitwan Saharia
William Chan
Huiwen Chang
Chris A. Lee
Jonathan Ho
Tim Salimans
David J. Fleet
Mohammad Norouzi
DiffM
VLM
342
1,593
0
10 Nov 2021
A Style-Based Generator Architecture for Generative Adversarial Networks
Tero Karras
S. Laine
Timo Aila
297
10,368
0
12 Dec 2018
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky
Jia Deng
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
296
39,217
0
01 Sep 2014
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