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Diffusion Models in Low-Level Vision: A Survey
v1v2 (latest)

Diffusion Models in Low-Level Vision: A Survey

17 June 2024
Chunming He
Yuqi Shen
Chengyu Fang
Fengyang Xiao
Longxiang Tang
Yulun Zhang
W. Zuo
Zhenhua Guo
Xiu Li
    VLMDiffMMedIm
ArXiv (abs)PDFHTML

Papers citing "Diffusion Models in Low-Level Vision: A Survey"

50 / 182 papers shown
Title
SMRD: SURE-based Robust MRI Reconstruction with Diffusion Models
SMRD: SURE-based Robust MRI Reconstruction with Diffusion Models
Batu Mehmet Ozturkler
Chao Liu
Benjamin Eckart
Morteza Mardani
Jiaming Song
Jan Kautz
76
16
0
03 Oct 2023
License Plate Super-Resolution Using Diffusion Models
License Plate Super-Resolution Using Diffusion Models
Sawsan Alhalawani
Bilel Benjdira
Adel Ammar
Anis Koubaa
Anas M. Ali
DiffM
55
7
0
21 Sep 2023
Gradpaint: Gradient-Guided Inpainting with Diffusion Models
Gradpaint: Gradient-Guided Inpainting with Diffusion Models
Asya Grechka
Guillaume Couairon
Matthieu Cord
DiffM
95
13
0
18 Sep 2023
Fast Diffusion EM: a diffusion model for blind inverse problems with
  application to deconvolution
Fast Diffusion EM: a diffusion model for blind inverse problems with application to deconvolution
Charles Laroche
Andrés Almansa
Eva Coupeté
DiffM
64
28
0
01 Sep 2023
Diffusion Models for Interferometric Satellite Aperture Radar
Diffusion Models for Interferometric Satellite Aperture Radar
A. Tuel
Thomas Kerdreux
Claudia Hulbert
B. Rouet-Leduc
43
2
0
31 Aug 2023
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior
X. Lin
Jingwen He
Zi-Yuan Chen
Zhaoyang Lyu
Bo Dai
Ben Fei
Wanli Ouyang
Yu Qiao
Chao Dong
DiffM
69
210
0
29 Aug 2023
Residual Denoising Diffusion Models
Residual Denoising Diffusion Models
Jiawei Liu
Qiang Wang
Huijie Fan
Yinong Wang
Yandong Tang
Liangqiong Qu
DiffM
94
41
0
25 Aug 2023
Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative
  Diffusion Model
Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model
Xunpeng Yi
Han Xu
Huatian Zhang
Linfeng Tang
Jiayi Ma
DiffM
63
108
0
25 Aug 2023
Frequency Compensated Diffusion Model for Real-scene Dehazing
Frequency Compensated Diffusion Model for Real-scene Dehazing
Jing Wang
Songtao Wu
Kuanhong Xu
Zhiqiang Yuan
DiffM
68
31
0
21 Aug 2023
CLE Diffusion: Controllable Light Enhancement Diffusion Model
CLE Diffusion: Controllable Light Enhancement Diffusion Model
Yuyang Yin
Dejia Xu
Chuangchuang Tan
P. Liu
Yao-Min Zhao
Yunchao Wei
DiffM
70
43
0
13 Aug 2023
Strategic Preys Make Acute Predators: Enhancing Camouflaged Object
  Detectors by Generating Camouflaged Objects
Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects
Chunming He
Kai Li
Yachao Zhang
Yulun Zhang
Z. Guo
Xiu Li
Martin Danelljan
Feng Yu
AAML
73
50
0
06 Aug 2023
Consistency Regularization for Generalizable Source-free Domain
  Adaptation
Consistency Regularization for Generalizable Source-free Domain Adaptation
Longxiang Tang
Kai Li
Chunming He
Yulun Zhang
Xiu Li
TTA
65
15
0
03 Aug 2023
LLDiffusion: Learning Degradation Representations in Diffusion Models
  for Low-Light Image Enhancement
LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image Enhancement
Tao Wang
Kaihao Zhang
Ziqian Shao
Wenhan Luo
B. Stenger
Tae-Kyun Kim
Wei Liu
Hongdong Li
DiffM
61
15
0
27 Jul 2023
ResShift: Efficient Diffusion Model for Image Super-resolution by
  Residual Shifting
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting
Zongsheng Yue
Jianyi Wang
Chen Change Loy
DiffM
82
239
0
23 Jul 2023
PartDiff: Image Super-resolution with Partial Diffusion Models
PartDiff: Image Super-resolution with Partial Diffusion Models
Kai Zhao
A. Hung
Kai-Lin Pang
Haoxin Zheng
Kyunghyun Sung
DiffMMedIm
54
3
0
21 Jul 2023
HQG-Net: Unpaired Medical Image Enhancement with High-Quality Guidance
HQG-Net: Unpaired Medical Image Enhancement with High-Quality Guidance
Chunming He
Kai Li
Guoxia Xu
Jiangpeng Yan
Longxiang Tang
Yulun Zhang
Xiu Li
Yao Wang
MedIm
54
39
0
15 Jul 2023
Source-Free Domain Adaptive Fundus Image Segmentation with
  Class-Balanced Mean Teacher
Source-Free Domain Adaptive Fundus Image Segmentation with Class-Balanced Mean Teacher
Longxiang Tang
Kai Li
Chunming He
Yulun Zhang
Xiu Li
70
26
0
14 Jul 2023
Improved Flood Insights: Diffusion-Based SAR to EO Image Translation
Improved Flood Insights: Diffusion-Based SAR to EO Image Translation
Min-seok Seo
Youngtack Oh
Do-Yun Kim
D. Kang
Yeji Choi
69
6
0
14 Jul 2023
Hyperspectral and Multispectral Image Fusion Using the Conditional
  Denoising Diffusion Probabilistic Model
Hyperspectral and Multispectral Image Fusion Using the Conditional Denoising Diffusion Probabilistic Model
Shuai Shi
Lijun Zhang
Jie Chen
DiffM
29
11
0
07 Jul 2023
Self-Supervised MRI Reconstruction with Unrolled Diffusion Models
Self-Supervised MRI Reconstruction with Unrolled Diffusion Models
Yilmaz Korkmaz
Tolga Çukur
V. Patel
MedImDiffM
60
52
0
29 Jun 2023
HSR-Diff:Hyperspectral Image Super-Resolution via Conditional Diffusion
  Models
HSR-Diff:Hyperspectral Image Super-Resolution via Conditional Diffusion Models
Chanyue Wu
Dong Wang
Hanyu Mao
Ying Li
DiffM
60
40
0
21 Jun 2023
Low-Light Image Enhancement with Wavelet-based Diffusion Models
Low-Light Image Enhancement with Wavelet-based Diffusion Models
Hailin Jiang
Ao Luo
Songchen Han
Haoqiang Fan
Shuaicheng Liu
DiffM
71
145
0
01 Jun 2023
Direct Diffusion Bridge using Data Consistency for Inverse Problems
Direct Diffusion Bridge using Data Consistency for Inverse Problems
Hyungjin Chung
Jeongsol Kim
Jong Chul Ye
DiffM
65
54
0
31 May 2023
Hierarchical Integration Diffusion Model for Realistic Image Deblurring
Hierarchical Integration Diffusion Model for Realistic Image Deblurring
Zheng Chen
Yulun Zhang
Ding Liu
Bin Xia
Jinjin Gu
Lingyu Kong
X. Yuan
DiffM
80
73
0
22 May 2023
Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo
  Labeling and Multi-scale Feature Grouping
Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping
Chunming He
Kai Li
Yachao Zhang
Guoxia Xu
Longxiang Tang
Yulun Zhang
Z. Guo
Xiu Li
66
97
0
18 May 2023
Unsupervised Hyperspectral Pansharpening via Low-rank Diffusion Model
Unsupervised Hyperspectral Pansharpening via Low-rank Diffusion Model
Xiangyu Rui
Xiangyong Cao
Li Pang
Zeyu Zhu
Zongsheng Yue
Deyu Meng
DiffM
65
34
0
18 May 2023
Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models
Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models
Songwei Ge
Seungjun Nah
Guilin Liu
Tyler Poon
Andrew Tao
Bryan Catanzaro
David Jacobs
Jia-Bin Huang
Ming-Yuan Liu
Yogesh Balaji
DiffMVGen
100
259
0
17 May 2023
Pyramid Diffusion Models For Low-light Image Enhancement
Pyramid Diffusion Models For Low-light Image Enhancement
Dewei Zhou
Zongxin Yang
Yi Yang
DiffM
60
79
0
17 May 2023
Denoising Diffusion Models for Plug-and-Play Image Restoration
Denoising Diffusion Models for Plug-and-Play Image Restoration
Yuanzhi Zhu
Peng Sun
Christos Sakaridis
Jingyun Liang
Bihan Wen
Radu Timofte
Luc Van Gool
DiffM
118
219
0
15 May 2023
A Reproducible Extraction of Training Images from Diffusion Models
A Reproducible Extraction of Training Images from Diffusion Models
Ryan Webster
65
33
0
15 May 2023
Exploiting Diffusion Prior for Real-World Image Super-Resolution
Exploiting Diffusion Prior for Real-World Image Super-Resolution
Jianyi Wang
Zongsheng Yue
Shangchen Zhou
Kelvin C. K. Chan
Chen Change Loy
146
317
0
11 May 2023
Improved Diffusion-based Image Colorization via Piggybacked Models
Improved Diffusion-based Image Colorization via Piggybacked Models
Hanyuan Liu
Jinbo Xing
M. Xie
Chengze Li
T. Wong
VLMDiffM
45
19
0
21 Apr 2023
Refusion: Enabling Large-Size Realistic Image Restoration with
  Latent-Space Diffusion Models
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models
Ziwei Luo
Fredrik K. Gustafsson
Zhengli Zhao
Jens Sjölund
Thomas B. Schon
65
110
0
17 Apr 2023
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit
  Models
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models
Guanhua Zhang
Jiabao Ji
Yang Zhang
Mo Yu
Tommi Jaakkola
Shiyu Chang
DiffM
74
66
0
06 Apr 2023
Zero-shot Medical Image Translation via Frequency-Guided Diffusion
  Models
Zero-shot Medical Image Translation via Frequency-Guided Diffusion Models
Yunxiang Li
H. Shao
Xiao Liang
Liyuan Chen
Ruiqi Li
Steve B. Jiang
Jing Wang
You Zhang
MedImDiffM
56
50
0
05 Apr 2023
Segment Anything
Segment Anything
A. Kirillov
Eric Mintun
Nikhila Ravi
Hanzi Mao
Chloe Rolland
...
Spencer Whitehead
Alexander C. Berg
Wan-Yen Lo
Piotr Dollár
Ross B. Girshick
MLLMVLM
368
7,381
0
05 Apr 2023
Iterative Prompt Learning for Unsupervised Backlit Image Enhancement
Iterative Prompt Learning for Unsupervised Backlit Image Enhancement
Zhexin Liang
Chongyi Li
Shangchen Zhou
Ruicheng Feng
Chen Change Loy
81
101
0
30 Mar 2023
Implicit Diffusion Models for Continuous Super-Resolution
Implicit Diffusion Models for Continuous Super-Resolution
Sicheng Gao
Xuhui Liu
Bo-Wen Zeng
Sheng Xu
Yanjing Li
Xiaonan Luo
Jianzhuang Liu
Xiantong Zhen
Baochang Zhang
DiffM
104
230
0
29 Mar 2023
DiracDiffusion: Denoising and Incremental Reconstruction with Assured
  Data-Consistency
DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency
Zalan Fabian
Berk Tınaz
Mahdi Soltanolkotabi
DiffM
44
10
0
25 Mar 2023
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for
  Image Restoration
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration
M. Delbracio
P. Milanfar
DiffM
94
121
0
20 Mar 2023
LDMVFI: Video Frame Interpolation with Latent Diffusion Models
LDMVFI: Video Frame Interpolation with Latent Diffusion Models
Duolikun Danier
Fan Zhang
David Bull
DiffMVGen
69
58
0
16 Mar 2023
DiffIR: Efficient Diffusion Model for Image Restoration
DiffIR: Efficient Diffusion Model for Image Restoration
Bin Xia
Yulun Zhang
Shiyin Wang
Yitong Wang
Xing Wu
Yapeng Tian
Wenming Yang
Luc Van Gool
DiffM
73
222
0
16 Mar 2023
Text-to-image Diffusion Models in Generative AI: A Survey
Text-to-image Diffusion Models in Generative AI: A Survey
Chenshuang Zhang
Chaoning Zhang
Mengchun Zhang
In So Kweon
VLM
101
279
0
14 Mar 2023
DR2: Diffusion-based Robust Degradation Remover for Blind Face
  Restoration
DR2: Diffusion-based Robust Degradation Remover for Blind Face Restoration
Zhixin Wang
Xiaoyun Zhang
Ziying Zhang
Huangjie Zheng
Mingyuan Zhou
Ya Zhang
Yanfeng Wang
DiffM
67
73
0
13 Mar 2023
DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion
DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion
Zixiang Zhao
Hao Bai
Yuanzhi Zhu
Jiangshe Zhang
Shuang Xu
Yulun Zhang
Peng Sun
Deyu Meng
Radu Timofte
Luc Van Gool
DiffMMedIm
73
148
0
13 Mar 2023
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for
  Hyperspectral Image Restoration
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration
Yuchun Miao
Lefei Zhang
Lefei Zhang
Dacheng Tao
DiffM
65
38
0
12 Mar 2023
Distortion-Disentangled Contrastive Learning
Distortion-Disentangled Contrastive Learning
Jinfeng Wang
Sifan Song
Jionglong Su
S. Kevin Zhou
SSL
94
5
0
09 Mar 2023
Diffusion in the Dark: A Diffusion Model for Low-Light Text Recognition
Diffusion in the Dark: A Diffusion Model for Low-Light Text Recognition
Cindy M. Nguyen
E. R. Chan
Alexander W. Bergman
Gordon Wetzstein
DiffM
137
23
0
07 Mar 2023
I$^2$SB: Image-to-Image Schrödinger Bridge
I2^22SB: Image-to-Image Schrödinger Bridge
Guan-Horng Liu
Arash Vahdat
De-An Huang
Evangelos A. Theodorou
Weili Nie
Anima Anandkumar
DiffM
80
152
0
12 Feb 2023
Extracting Training Data from Diffusion Models
Extracting Training Data from Diffusion Models
Nicholas Carlini
Jamie Hayes
Milad Nasr
Matthew Jagielski
Vikash Sehwag
Florian Tramèr
Borja Balle
Daphne Ippolito
Eric Wallace
DiffM
131
615
0
30 Jan 2023
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