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DiffIR: Efficient Diffusion Model for Image Restoration

DiffIR: Efficient Diffusion Model for Image Restoration

16 March 2023
Bin Xia
Yulun Zhang
Shiyin Wang
Yitong Wang
Xing Wu
Yapeng Tian
Wenming Yang
Luc Van Gool
    DiffM
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Papers citing "DiffIR: Efficient Diffusion Model for Image Restoration"

42 / 42 papers shown
Title
EventDiff: A Unified and Efficient Diffusion Model Framework for Event-based Video Frame Interpolation
EventDiff: A Unified and Efficient Diffusion Model Framework for Event-based Video Frame Interpolation
Hanle Zheng
Xujie Han
Zegang Peng
Shangbin Zhang
Guangxun Du
Zhuo Zou
X. Wang
Jibin Wu
Hao Guo
Lei Deng
DiffM
VGen
43
0
0
13 May 2025
UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration
UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration
Chunming He
Rihan Zhang
Fengyang Xiao
Chengyu Fang
Longxiang Tang
Y. Zhang
Sina Farsiu
21
0
0
10 May 2025
DiffVQA: Video Quality Assessment Using Diffusion Feature Extractor
DiffVQA: Video Quality Assessment Using Diffusion Feature Extractor
Wei-Ting Chen
Yu-Jiet Vong
Yi-Tsung Lee
Sy-Yen Kuo
Qiang Gao
Sizhuo Ma
Jian Wang
105
0
0
06 May 2025
Augmenting Perceptual Super-Resolution via Image Quality Predictors
Augmenting Perceptual Super-Resolution via Image Quality Predictors
Fengjia Zhang
Samrudhdhi B. Rangrej
Tristan Aumentado-Armstrong
Afsaneh Fazly
Alex Levinshtein
SupR
65
0
0
25 Apr 2025
Structure-guided Diffusion Transformer for Low-Light Image Enhancement
Structure-guided Diffusion Transformer for Low-Light Image Enhancement
Xiangchen Yin
Zhenda Yu
Longtao Jiang
Xin Gao
Xiao Sun
Zhi Liu
Xun Yang
DiffM
47
0
0
21 Apr 2025
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: KwaiSR Dataset and Study
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: KwaiSR Dataset and Study
Xin Li
Xijun Wang
Bingchen Li
Kun Yuan
Yizhen Shao
Suhang Yao
Ming-Ting Sun
Chao Zhou
Radu Timofte
Zhibo Chen
43
3
0
21 Apr 2025
NTIRE 2025 Challenge on Image Super-Resolution ($\times$4): Methods and Results
NTIRE 2025 Challenge on Image Super-Resolution (×\times×4): Methods and Results
Zheng Chen
Kai Liu
Jue Gong
J. Wang
Lei Sun
...
Prashant Patil
Santosh Kumar Vipparthi
Subrahmanyam Murala
Bilel Benjdira
Anas M. Ali
SupR
86
0
0
20 Apr 2025
Hybrid Agents for Image Restoration
Bingchen Li
X. Li
Yiting Lu
Zhibo Chen
80
1
0
13 Mar 2025
One-Step Diffusion Model for Image Motion-Deblurring
X. Liu
Yuquan Wang
Z. Chen
Jiezhang Cao
He Zhang
Y. Zhang
Xiaokang Yang
DiffM
65
0
0
09 Mar 2025
Prompt-SID: Learning Structural Representation Prompt via Latent Diffusion for Single-Image Denoising
Prompt-SID: Learning Structural Representation Prompt via Latent Diffusion for Single-Image Denoising
Huaqiu Li
Wang Zhang
Xiaowan Hu
Tao Jiang
Zikang Chen
Haoqian Wang
DiffM
127
0
0
10 Feb 2025
Consistent Video Colorization via Palette Guidance
Consistent Video Colorization via Palette Guidance
Han Wang
Yuang Zhang
Yuhong Zhang
Lingxiao Lu
Li-Na Song
DiffM
VGen
86
0
0
31 Jan 2025
Geometric Distortion Guided Transformer for Omnidirectional Image Super-Resolution
Geometric Distortion Guided Transformer for Omnidirectional Image Super-Resolution
Cuixin Yang
Rongkang Dong
Jun Xiao
Cong Zhang
Kin-Man Lam
Fei Zhou
Guoping Qiu
81
1
0
17 Jan 2025
Visual Style Prompt Learning Using Diffusion Models for Blind Face Restoration
Visual Style Prompt Learning Using Diffusion Models for Blind Face Restoration
Wanglong Lu
Jikai Wang
Tao Wang
Kaihao Zhang
Xianta Jiang
Hanli Zhao
DiffM
35
1
0
31 Dec 2024
Diffusion Models in 3D Vision: A Survey
Diffusion Models in 3D Vision: A Survey
Zhen Wang
Dongyuan Li
Renhe Jiang
Tianyu He
Jiang Bian
Renhe Jiang
MedIm
58
4
0
07 Oct 2024
Towards Unsupervised Blind Face Restoration using Diffusion Prior
Towards Unsupervised Blind Face Restoration using Diffusion Prior
Tianshu Kuai
Sina Honari
Igor Gilitschenski
Alex Levinshtein
DiffM
31
0
0
06 Oct 2024
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions
Weifeng Lin
Xinyu Wei
Renrui Zhang
Le Zhuo
Shitian Zhao
...
Junlin Xie
Junlin Xie
Yu Qiao
Peng Gao
Hongsheng Li
MLLM
DiffM
52
10
0
23 Sep 2024
Quaternion Nuclear Norm minus Frobenius Norm Minimization for color
  image reconstruction
Quaternion Nuclear Norm minus Frobenius Norm Minimization for color image reconstruction
Yu Guo
Guoqing Chen
Tieyong Zeng
Qiyu Jin
Michael Kwok-Po Ng
24
6
0
12 Sep 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration
Xu Zhang
Jiaqi Ma
Guoli Wang
Q. Zhang
Huan Zhang
Lefei Zhang
VLM
91
5
0
28 Aug 2024
Interpreting Low-level Vision Models with Causal Effect Maps
Interpreting Low-level Vision Models with Causal Effect Maps
Jinfan Hu
Jinjin Gu
Shiyao Yu
Fanghua Yu
Zheyuan Li
Zhiyuan You
Chaochao Lu
Chao Dong
CML
46
2
0
29 Jul 2024
DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models
DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models
Chang-Han Yeh
Chin-Yang Lin
Zhixiang Wang
Chi-Wei Hsiao
Ting-Hsuan Chen
Hau-Shiang Shiu
Yu-Lun Liu
VGen
DiffM
57
5
0
01 Jul 2024
DaLPSR: Leverage Degradation-Aligned Language Prompt for Real-World
  Image Super-Resolution
DaLPSR: Leverage Degradation-Aligned Language Prompt for Real-World Image Super-Resolution
Aiwen Jiang
Zhi Wei
Long Peng
Feiqiang Liu
Wenbo Li
Mingwen Wang
DiffM
40
2
0
24 Jun 2024
Diffusion Models in Low-Level Vision: A Survey
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
70
30
0
17 Jun 2024
Defect Image Sample Generation With Diffusion Prior for Steel Surface
  Defect Recognition
Defect Image Sample Generation With Diffusion Prior for Steel Surface Defect Recognition
Yichun Tai
Kun Yang
Tao Peng
Zhenzhen Huang
Zhijiang Zhang
26
4
0
03 May 2024
PromptCIR: Blind Compressed Image Restoration with Prompt Learning
PromptCIR: Blind Compressed Image Restoration with Prompt Learning
Bingchen Li
Xin Li
Yiting Lu
Ruoyu Feng
Mengxi Guo
Shijie Zhao
Li Zhang
Zhibo Chen
30
13
0
26 Apr 2024
DiSR-NeRF: Diffusion-Guided View-Consistent Super-Resolution NeRF
DiSR-NeRF: Diffusion-Guided View-Consistent Super-Resolution NeRF
Jie Long Lee
Chen Li
Gim Hee Lee
26
6
0
01 Apr 2024
Generating Content for HDR Deghosting from Frequency View
Generating Content for HDR Deghosting from Frequency View
Tao Hu
Qingsen Yan
Yuankai Qi
Yanning Zhang
37
6
0
01 Apr 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical
  Attentions
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions
Zhijun Tu
Kunpeng Du
Hanting Chen
Hai-lin Wang
Wei Li
Jie Hu
Yunhe Wang
ViT
31
4
0
31 Mar 2024
Invertible Diffusion Models for Compressed Sensing
Invertible Diffusion Models for Compressed Sensing
Bin Chen
Zhenyu Zhang
Weiqi Li
Chen Zhao
Jiwen Yu
Shijie Zhao
Jie Chen
Jian Andrew Zhang
DiffM
41
5
0
25 Mar 2024
Diffusion Model-Based Image Editing: A Survey
Diffusion Model-Based Image Editing: A Survey
Yi Huang
Jiancheng Huang
Yifan Liu
Mingfu Yan
Jiaxi Lv
Jianzhuang Liu
Wei Xiong
He Zhang
Liangliang Cao
Liangliang Cao
EGVM
66
84
0
27 Feb 2024
SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution
SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution
Chengcheng Wang
Zhiwei Hao
Yehui Tang
Jianyuan Guo
Yujie Yang
Kai Han
Yunhe Wang
38
6
0
27 Feb 2024
CascadedGaze: Efficiency in Global Context Extraction for Image
  Restoration
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration
Amirhosein Ghasemabadi
Muhammad Kamran Janjua
Mohammad Salameh
Chunhua Zhou
Fengyu Sun
Di Niu
22
11
0
26 Jan 2024
DSR-Diff: Depth Map Super-Resolution with Diffusion Model
DSR-Diff: Depth Map Super-Resolution with Diffusion Model
Yuan Shi
Bin Xia
Rui Zhu
Qingmin Liao
Wenming Yang
DiffM
19
0
0
16 Nov 2023
A Diffusion Model Based Quality Enhancement Method for HEVC Compressed
  Video
A Diffusion Model Based Quality Enhancement Method for HEVC Compressed Video
Zheng Liu
Honggang Qi
11
1
0
15 Nov 2023
A Dive into SAM Prior in Image Restoration
A Dive into SAM Prior in Image Restoration
Zeyu Xiao
Jiawang Bai
Zhihe Lu
Zhiwei Xiong
19
16
0
23 May 2023
Super-NeRF: View-consistent Detail Generation for NeRF super-resolution
Super-NeRF: View-consistent Detail Generation for NeRF super-resolution
Yuqi Han
Tao Yu
Xiaohang Yu
Yuwang Wang
Qionghai Dai
SupR
16
13
0
26 Apr 2023
Denoising Diffusion Restoration Models
Denoising Diffusion Restoration Models
Bahjat Kawar
Michael Elad
Stefano Ermon
Jiaming Song
DiffM
204
774
0
27 Jan 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models
RePaint: Inpainting using Denoising Diffusion Probabilistic Models
Andreas Lugmayr
Martin Danelljan
Andrés Romero
F. I. F. Richard Yu
Radu Timofte
Luc Van Gool
DiffM
213
1,353
0
24 Jan 2022
Palette: Image-to-Image Diffusion Models
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
325
1,584
0
10 Nov 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction
  without Convolutions
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions
Wenhai Wang
Enze Xie
Xiang Li
Deng-Ping Fan
Kaitao Song
Ding Liang
Tong Lu
Ping Luo
Ling Shao
ViT
263
3,604
0
24 Feb 2021
Multi-Stage Progressive Image Restoration
Multi-Stage Progressive Image Restoration
Syed Waqas Zamir
Aditya Arora
Salman Khan
Munawar Hayat
F. Khan
Ming-Hsuan Yang
Ling Shao
119
1,444
0
04 Feb 2021
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and
  Results
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results
Andreas Lugmayr
Martin Danelljan
Radu Timofte
Namhyuk Ahn
Dongwoon Bai
...
Tongtong Zhao
Yuanbo Zhou
Haijie Zhuo
Ziyao Zong
Xueyi Zou
SupR
69
170
0
05 May 2020
Deep Unfolding Network for Image Super-Resolution
Deep Unfolding Network for Image Super-Resolution
K. Zhang
Luc Van Gool
Radu Timofte
SupR
108
535
0
23 Mar 2020
1