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Denoising Diffusion Restoration Models

27 January 2022

Papers citing "Denoising Diffusion Restoration Models"

50 / 582 papers shown

Title
One-Step Effective Diffusion Network for Real-World Image Super-Resolution Rongyuan Wu Lingchen Sun Zhiyuan Ma Lei Zhang DiffM 78 80 0 12 Jun 2024
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems Jiawei Zhang Jiaxin Zhuang Cheng Jin Gen Li Yuantao Gu DiffM 136 3 0 11 Jun 2024
Solving Inverse Problems in Protein Space Using Diffusion-Based Priors Axel Levy E. R. Chan Sara Fridovich-Keil Frédéric Poitevin Ellen D. Zhong Gordon Wetzstein DiffM 162 8 0 06 Jun 2024
Dreamguider: Improved Training free Diffusion-based Conditional Generation Nithin Gopalakrishnan Nair Vishal M. Patel 76 3 0 04 Jun 2024
Learning Image Priors through Patch-based Diffusion Models for Solving Inverse Problems Jason Hu Bowen Song Xiaojian Xu Liyue Shen Jeffrey A. Fessler MedIm DiffM 91 8 0 04 Jun 2024
Segmentation-Free Guidance for Text-to-Image Diffusion Models K. Azarian Debasmit Das Qiqi Hou Fatih Porikli VLM 79 0 0 03 Jun 2024
Blind Image Restoration via Fast Diffusion Inversion Hamadi Chihaoui Abdelhak Lemkhenter Paolo Favaro 81 7 0 29 May 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 111 33 0 29 May 2024
Fast Samplers for Inverse Problems in Iterative Refinement Models Kushagra Pandey Ruihan Yang Stephan Mandt DiffM 105 5 0 27 May 2024
Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models C. N. Vasconcelos Abdullah Rashwan Austin Waters Trevor Walker Keyang Xu Jimmy Yan ... Wenlei Zhou Kevin Swersky David J. Fleet Jason Baldridge Oliver Wang 115 3 0 27 May 2024
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 125 17 0 27 May 2024
Robust width: A lightweight and certifiable adversarial defense Jonathan Peck Bart Goossens AAML 76 2 0 24 May 2024
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees E. Nehme Rotem Mulayoff T. Michaeli UQCV 81 2 0 24 May 2024
Diffusion Bridge Implicit Models Kaiwen Zheng Guande He Jianfei Chen Fan Bao Jun Zhu DiffM 177 18 0 24 May 2024
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization Zhibo Chen Heming Sun Li Zhang Fan Zhang 106 3 0 23 May 2024
Perceptual Fairness in Image Restoration Guy Ohayon Michael Elad T. Michaeli SupR 65 2 0 22 May 2024
Learning Diffusion Priors from Observations by Expectation Maximization François Rozet Gérome Andry F. Lanusse Gilles Louppe DiffM 107 18 0 22 May 2024
Images that Sound: Composing Images and Sounds on a Single Canvas Ziyang Chen Daniel Geng Andrew Owens DiffM 158 9 0 20 May 2024
Deep Data Consistency: a Fast and Robust Diffusion Model-based Solver for Inverse Problems Hanyu Chen Zhixiu Hao Liying Xiao DiffM 76 2 0 17 May 2024
Do Bayesian imaging methods report trustworthy probabilities? David Y. W. Thong Charlesquin Kemajou Mbakam Marcelo Pereyra UQCV 82 3 0 13 May 2024
CDFormer:When Degradation Prediction Embraces Diffusion Model for Blind Image Super-Resolution Qingguo Liu Chenyi Zhuang Pan Gao Jie Qin 77 5 0 13 May 2024
FRRffusion: Unveiling Authenticity with Diffusion-Based Face Retouching Reversal Fengchuang Xing Xiao-Wen Shi Yuan-Gen Wang Chunsheng Yang DiffM 71 0 0 13 May 2024
A Comprehensive Survey of Masked Faces: Recognition, Detection, and Unmasking Mohamed Mahmoud M. Kasem H. Kang 58 6 0 09 May 2024
BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models Eloi Moliner Jean-Marie Lemercier Simon Welker Timo Gerkmann Vesa Valimaki DiffM 79 4 0 07 May 2024
MVIP-NeRF: Multi-view 3D Inpainting on NeRF Scenes via Diffusion Prior Honghua Chen Chen Change Loy Xingang Pan 67 15 0 05 May 2024
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration Xiaole Tang Xin Hu Xiang Gu Jian Sun 83 7 0 05 May 2024
X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models Emmanuelle Bourigault Abdullah Hamdi Amir Jamaludin MedIm 117 2 0 30 Apr 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Yuxuan Liang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 121 43 0 29 Apr 2024
CoCoG: Controllable Visual Stimuli Generation based on Human Concept Representations Chen Wei Jiachen Zou Dietmar Heinke Quanying Liu 81 3 0 25 Apr 2024
Gradient Guidance for Diffusion Models: An Optimization Perspective Yingqing Guo Hui Yuan Yukang Yang Minshuo Chen Mengdi Wang 89 25 0 23 Apr 2024
ODE-DPS: ODE-based Diffusion Posterior Sampling for Inverse Problems in Partial Differential Equation Enze Jiang Jishen Peng Zheng Ma Xiong-bin Yan 86 0 0 21 Apr 2024
Detecting Out-Of-Distribution Earth Observation Images with Diffusion Models Georges Le Bellier Nicolas Audebert 75 8 0 19 Apr 2024
Factorized Diffusion: Perceptual Illusions by Noise Decomposition Daniel Geng Inbum Park Andrew Owens DiffM 144 16 0 17 Apr 2024
IntrinsicAnything: Learning Diffusion Priors for Inverse Rendering Under Unknown Illumination Xi Chen Sida Peng Dongchen Yang Yuan Liu Bowen Pan Chengfei Lv Xiaowei Zhou DiffM 113 24 0 17 Apr 2024
Neural Shrödinger Bridge Matching for Pansharpening Zihan Cao Xiao Wu Liang-Jian Deng DiffM 94 2 0 17 Apr 2024
Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image Enhancement Wenyi Lian W. Lian Ziwei Luo DiffM 70 1 0 15 Apr 2024
Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schön VLM 94 14 0 15 Apr 2024
Super-resolution of biomedical volumes with 2D supervision Cheng Jiang Alexander Gedeon Yiwei Lyu Eric Landgraf Yufeng Zhang X. Hou A. Kondepudi Asadur Chowdury Honglak Lee Todd C. Hollon 69 1 0 15 Apr 2024
Rethinking Iterative Stereo Matching from Diffusion Bridge Model Perspective Yuguang Shi DiffM 69 0 0 13 Apr 2024
An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization Minshuo Chen Song Mei Jianqing Fan Mengdi Wang VLM MedIm DiffM 124 59 0 11 Apr 2024
GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models Zewei Zhang Huan Liu Jun Chen Xiangyu Xu DiffM 77 13 0 10 Apr 2024
Fine color guidance in diffusion models and its application to image compression at extremely low bitrates Tom Bordin Thomas Maugey DiffM 63 1 0 10 Apr 2024
Tackling Structural Hallucination in Image Translation with Local Diffusion Seunghoi Kim Chen Jin Tom Diethe Matteo Figini Henry F. J. Tregidgo A. Mullokandov Philip Teare Daniel C. Alexander MedIm 90 7 0 09 Apr 2024
RaFE: Generative Radiance Fields Restoration Zhongkai Wu Bo Liu Jing Zhang Jing Liao Dong Xu 60 2 0 04 Apr 2024
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 76 2 0 04 Apr 2024
Bi-level Guided Diffusion Models for Zero-Shot Medical Imaging Inverse Problems Hossein Askari Fred Roosta Hongfu Sun MedIm DiffM 76 3 0 04 Apr 2024
Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss Jaeha Kim Junghun Oh Kyoung Mu Lee SupR 101 3 0 02 Apr 2024
Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation Zihao Wang Yingyu Yang Yuzhou Chen Tingting Yuan Maxime Sermesant H. Delingette Ona Wu MedIm DiffM 53 1 0 01 Apr 2024
Generating Content for HDR Deghosting from Frequency View Tao Hu Qingsen Yan Yuankai Qi Yanning Zhang 70 8 0 01 Apr 2024
Privacy-preserving Optics for Enhancing Protection in Face De-identification Jhon Lopez Carlos Hinojosa Henry Arguello Guohao Li 62 6 0 31 Mar 2024