Denoising Diffusion Restoration Models

27 January 2022

Papers citing "Denoising Diffusion Restoration Models"

50 / 148 papers shown

Title
A review of advancements in low-light image enhancement using deep learning Fangxue Liu Lei Fan 45 0 0 09 May 2025
TS-Diff: Two-Stage Diffusion Model for Low-Light RAW Image Enhancement Yi Li Zhiyuan Zhang Jiangnan Xia Jianghan Cheng Qilong Wu Junwei Li Yibin Tian Hui Kong DiffM 48 0 0 07 May 2025
GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution Aditya Arora Z. Tu Y. Wang Ruizheng Bai Jian Wang Sizhuo Ma DiffM 61 0 0 01 May 2025
Augmenting Perceptual Super-Resolution via Image Quality Predictors Fengjia Zhang Samrudhdhi B. Rangrej Tristan Aumentado-Armstrong Afsaneh Fazly Alex Levinshtein SupR 72 0 0 25 Apr 2025
Dual Prompting Image Restoration with Diffusion Transformers Dehong Kong Fan Li Zhixin Wang Jiaqi Xu Renjing Pei W. J. Li Wenqi Ren DiffM 64 0 0 24 Apr 2025
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models Fanghua Yu Jinjin Gu Jinfan Hu Zheyuan Li Chao Dong DiffM 50 0 0 21 Mar 2025
Language-based Image Colorization: A Benchmark and Beyond Y. Li Shuai Yang Jiaying Liu DiffM VLM 46 0 0 19 Mar 2025
CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution Runyi Li Bin Chen Jian Andrew Zhang Radu Timofte SupR 53 0 0 18 Mar 2025
Improving Diffusion-based Inverse Algorithms under Few-Step Constraint via Learnable Linear Extrapolation Jiawei Zhang Ziyuan Liu Leon Yan Gen Li Yuantao Gu 54 0 0 13 Mar 2025
Conditional sampling within generative diffusion models Zheng Zhao Ziwei Luo Jens Sjölund Thomas B. Schon DiffM VLM 73 3 0 20 Feb 2025
Diffusion Models for Inverse Problems in the Exponential Family Alessandro Micheli Mélodie Monod Samir Bhatt 61 0 0 09 Feb 2025
Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior Tongda Xu Xiyan Cai X. Zhang Xingtong Ge Dailan He Ming Sun Jingjing Liu Y. Zhang Jian Li Yan Wang DiffM 120 1 0 31 Jan 2025
Designing Scheduling for Diffusion Models via Spectral Analysis Roi Benita Michael Elad Joseph Keshet DiffM 58 0 0 31 Jan 2025
INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration Di You P. Dragotti DiffM 38 1 0 23 Jan 2025
DX2CT: Diffusion Model for 3D CT Reconstruction from Bi or Mono-planar 2D X-ray(s) Yun Su Jeong Hye Bin Yoo Il Yong Chun DiffM MedIm 57 0 0 20 Jan 2025
Passive Non-Line-of-Sight Imaging with Light Transport Modulation Jiarui Zhang Ruixu Geng Xiaolong Du Yan Chen Houqiang Li Yang Hu 62 1 0 03 Jan 2025
Quantum Diffusion Model for Quark and Gluon Jet Generation Mariia Baidachna Rey Guadarrama Gopal Ramesh Dahale Tom Magorsch Isabel Pedraza Konstantin T. Matchev Katia Matcheva Kyoungchul Kong S. Gleyzer DiffM 42 0 0 31 Dec 2024
VISION-XL: High Definition Video Inverse Problem Solver using Latent Image Diffusion Models Taesung Kwon Jong Chul Ye 80 1 0 29 Nov 2024
Evaluating the Posterior Sampling Ability of Plug&Play Diffusion Methods in Sparse-View CT Liam Moroy Guillaume Bourmaud Frédéric Champagnat Jean-François Giovannelli DiffM MedIm 38 0 0 21 Oct 2024
Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs Severi Rissanen Markus Heinonen Arno Solin DiffM 105 0 0 15 Oct 2024
Chemistry-Inspired Diffusion with Non-Differentiable Guidance Yuchen Shen Chenhao Zhang Sijie Fu Chenghui Zhou Newell Washburn Barnabás Póczos 48 0 0 09 Oct 2024
Towards Unsupervised Blind Face Restoration using Diffusion Prior Tianshu Kuai Sina Honari Igor Gilitschenski Alex Levinshtein DiffM 31 0 0 06 Oct 2024
Configurable Multilingual ASR with Speech Summary Representations Harrison Zhu Ivan Fung Yingke Zhu Lahiru Samarakoon 21 0 0 06 Oct 2024
Diffusion State-Guided Projected Gradient for Inverse Problems Rayhan Zirvi Bahareh Tolooshams Anima Anandkumar DiffM 28 2 0 04 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
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting Marcel Kollovieh Marten Lienen David Ludke Leo Schwinn Stephan Günnemann AI4TS BDL DiffM 34 3 0 03 Oct 2024
Bayesian computation with generative diffusion models by Multilevel Monte Carlo Abdul-Lateef Haji-Ali Marcelo Pereyra Luke Shaw K. Zygalakis DiffM 42 0 0 23 Sep 2024
Fundus image enhancement through direct diffusion bridges Sehui Kim Hyungjin Chung Se Hie Park Eui-Sang Chung Kayoung Yi Jong Chul Ye DiffM MedIm 31 0 0 19 Sep 2024
SteeredMarigold: Steering Diffusion Towards Depth Completion of Largely Incomplete Depth Maps Jakub Gregorek Lazaros Nalpantidis 3DGS 35 3 0 16 Sep 2024
Solving Video Inverse Problems Using Image Diffusion Models Taesung Kwon Jong Chul Ye DiffM 35 3 0 04 Sep 2024
Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models Jean-Marie Lemercier Eloi Moliner Simon Welker Vesa Valimaki Timo Gerkmann 46 2 0 14 Aug 2024
Robust Simultaneous Multislice MRI Reconstruction Using Deep Generative Priors Shoujin Huang Guanxiong Luo Yuwan Wang Kexin Yang Lingyan Zhang ... Hua Guo Min Wang Mengye Lyu Lingyan Zhang Mengye Lyu MedIm 45 1 0 31 Jul 2024
Zero-Shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model Cong Cao Huanjing Yue Xin Liu Jingyu Yang DiffM VGen 50 1 0 02 Jul 2024
Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing Bingliang Zhang Wenda Chu Julius Berner Chenlin Meng Anima Anandkumar Yang Song DiffM 36 26 0 01 Jul 2024
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
Neural Approximate Mirror Maps for Constrained Diffusion Models Berthy T. Feng Ricardo Baptista Katherine L. Bouman MedIm DiffM 40 3 0 18 Jun 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 74 31 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 71 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 73 3 0 06 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 40 8 0 04 Jun 2024
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors Zihui Wu Yu Sun Yifan Chen Bingliang Zhang Yisong Yue Katherine L. Bouman DiffM 27 20 0 29 May 2024
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees E. Nehme Rotem Mulayoff T. Michaeli UQCV 34 2 0 24 May 2024
Diffusion Bridge Implicit Models Kaiwen Zheng Guande He Jianfei Chen Fan Bao Jun Zhu DiffM 76 13 0 24 May 2024
Images that Sound: Composing Images and Sounds on a Single Canvas Ziyang Chen Daniel Geng Andrew Owens DiffM 48 9 0 20 May 2024
MVIP-NeRF: Multi-view 3D Inpainting on NeRF Scenes via Diffusion Prior Honghua Chen Chen Change Loy Xingang Pan 39 13 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 54 2 0 30 Apr 2024
CoCoG: Controllable Visual Stimuli Generation based on Human Concept Representations Chen Wei Jiachen Zou Dietmar Heinke Quanying Liu 40 3 0 25 Apr 2024
Factorized Diffusion: Perceptual Illusions by Noise Decomposition Daniel Geng Inbum Park Andrew Owens DiffM 38 16 0 17 Apr 2024
GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models Zewei Zhang Huan Liu Jun Chen Xiangyu Xu DiffM 24 8 0 10 Apr 2024
Bi-level Guided Diffusion Models for Zero-Shot Medical Imaging Inverse Problems Hossein Askari Fred Roosta Hongfu Sun MedIm DiffM 30 3 0 04 Apr 2024