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2406.11138
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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
VLM
DiffM
MedIm
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Papers citing
"Diffusion Models in Low-Level Vision: A Survey"
50 / 182 papers shown
Title
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
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
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
Charles Laroche
Andrés Almansa
Eva Coupeté
DiffM
64
28
0
01 Sep 2023
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
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
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
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
Jing Wang
Songtao Wu
Kuanhong Xu
Zhiqiang Yuan
DiffM
68
31
0
21 Aug 2023
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
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
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
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
Zongsheng Yue
Jianyi Wang
Chen Change Loy
DiffM
82
239
0
23 Jul 2023
PartDiff: Image Super-resolution with Partial Diffusion Models
Kai Zhao
A. Hung
Kai-Lin Pang
Haoxin Zheng
Kyunghyun Sung
DiffM
MedIm
54
3
0
21 Jul 2023
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
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
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
Shuai Shi
Lijun Zhang
Jie Chen
DiffM
29
11
0
07 Jul 2023
Self-Supervised MRI Reconstruction with Unrolled Diffusion Models
Yilmaz Korkmaz
Tolga Çukur
V. Patel
MedIm
DiffM
60
52
0
29 Jun 2023
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
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
Hyungjin Chung
Jeongsol Kim
Jong Chul Ye
DiffM
65
54
0
31 May 2023
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
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
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
Songwei Ge
Seungjun Nah
Guilin Liu
Tyler Poon
Andrew Tao
Bryan Catanzaro
David Jacobs
Jia-Bin Huang
Ming-Yuan Liu
Yogesh Balaji
DiffM
VGen
100
259
0
17 May 2023
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
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
Ryan Webster
65
33
0
15 May 2023
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
Hanyuan Liu
Jinbo Xing
M. Xie
Chengze Li
T. Wong
VLM
DiffM
45
19
0
21 Apr 2023
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
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
Yunxiang Li
H. Shao
Xiao Liang
Liyuan Chen
Ruiqi Li
Steve B. Jiang
Jing Wang
You Zhang
MedIm
DiffM
56
50
0
05 Apr 2023
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
MLLM
VLM
368
7,381
0
05 Apr 2023
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
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
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
M. Delbracio
P. Milanfar
DiffM
94
121
0
20 Mar 2023
LDMVFI: Video Frame Interpolation with Latent Diffusion Models
Duolikun Danier
Fan Zhang
David Bull
DiffM
VGen
69
58
0
16 Mar 2023
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
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
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
Zixiang Zhao
Hao Bai
Yuanzhi Zhu
Jiangshe Zhang
Shuang Xu
Yulun Zhang
Peng Sun
Deyu Meng
Radu Timofte
Luc Van Gool
DiffM
MedIm
73
148
0
13 Mar 2023
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
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
Cindy M. Nguyen
E. R. Chan
Alexander W. Bergman
Gordon Wetzstein
DiffM
137
23
0
07 Mar 2023
I
2
^2
2
SB: 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
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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