v1v2v3 (latest)

Denoising Diffusion Restoration Models

27 January 2022

Papers citing "Denoising Diffusion Restoration Models"

50 / 582 papers shown

Title
Score-Based Diffusion Models for Photoacoustic Tomography Image Reconstruction Sreemanti Dey Snigdha Saha Berthy Feng Manxiu Cui Laure Delisle Oscar Leong Lihong V. Wang Katherine Bouman MedIm 52 4 0 30 Mar 2024
Burst Super-Resolution with Diffusion Models for Improving Perceptual Quality Kyotaro Tokoro Kazutoshi Akita Norimichi Ukita 64 4 0 28 Mar 2024
Artifact Reduction in 3D and 4D Cone-beam Computed Tomography Images with Deep Learning -- A Review Mohammadreza Amirian Daniel Barco Ivo Herzig Frank-Peter Schilling MedIm 63 6 0 27 Mar 2024
Noise2Noise Denoising of CRISM Hyperspectral Data Robert Platt Rossella Arcucci Cédric John 29 0 0 26 Mar 2024
Manifold-Guided Lyapunov Control with Diffusion Models Amartya Mukherjee Thanin Quartz Jun Liu 88 0 0 26 Mar 2024
SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder Dihan Zheng Yihang Zou Xiaowen Zhang Chenglong Bao DiffM 89 1 0 26 Mar 2024
Learning Spatial Adaptation and Temporal Coherence in Diffusion Models for Video Super-Resolution Zhikai Chen Fuchen Long Zhaofan Qiu Ting Yao Wengang Zhou Jiebo Luo Tao Mei DiffM 102 15 0 25 Mar 2024
Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction Xingyu Xu Yuejie Chi DiffM 94 27 0 25 Mar 2024
Improving Diffusion Models's Data-Corruption Resistance using Scheduled Pseudo-Huber Loss Artem Khrapov Vadim Popov Tasnima Sadekova Assel Yermekova Mikhail Kudinov DiffM 64 1 0 25 Mar 2024
Generating Potent Poisons and Backdoors from Scratch with Guided Diffusion Hossein Souri Arpit Bansal Hamid Kazemi Liam H. Fowl Aniruddha Saha Jonas Geiping Andrew Gordon Wilson Rama Chellappa Tom Goldstein Micah Goldblum SILM DiffM 65 1 0 25 Mar 2024
Invertible Diffusion Models for Compressed Sensing Bin Chen Zhenyu Zhang Weiqi Li Chen Zhao Jiwen Yu Shijie Zhao Jie Chen Jian Zhang DiffM 116 5 0 25 Mar 2024
Diffusion Model is a Good Pose Estimator from 3D RF-Vision Junqiao Fan Jianfei Yang Yuecong Xu Lihua Xie DiffM 83 2 0 24 Mar 2024
Ultrasound Imaging based on the Variance of a Diffusion Restoration Model Yuxin Zhang Clément Huneau Jérôme Idier Diana Mateus MedIm 59 3 0 22 Mar 2024
Transfer CLIP for Generalizable Image Denoising Junting Cheng Dong Liang Shan Tan VLM 89 14 0 22 Mar 2024
Osmosis: RGBD Diffusion Prior for Underwater Image Restoration Opher Bar Nathan Deborah Levy T. Treibitz Dan Rosenbaum 101 6 0 21 Mar 2024
Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data Giannis Daras Alexandros G. Dimakis Constantinos Daskalakis 116 28 0 20 Mar 2024
WaveFace: Authentic Face Restoration with Efficient Frequency Recovery Yunqi Miao Jiankang Deng Jungong Han DiffM 62 9 0 19 Mar 2024
Generalized Consistency Trajectory Models for Image Manipulation Beomsu Kim Jaemin Kim Jeongsol Kim Jong Chul Ye DiffM 69 4 0 19 Mar 2024
Divide-and-Conquer Posterior Sampling for Denoising Diffusion Priors Yazid Janati Alain Durmus Eric Moulines Jimmy Olsson DiffM 97 12 0 18 Mar 2024
Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation Yeongtak Oh Jonghyun Lee Jooyoung Choi Dahuin Jung Uiwon Hwang Sungroh Yoon TTA DiffM 64 5 0 16 Mar 2024
Solving General Noisy Inverse Problem via Posterior Sampling: A Policy Gradient Viewpoint Haoyue Tang Tian Xie Aosong Feng Hanyu Wang Chenyang Zhang Yang Bai DiffM 88 2 0 15 Mar 2024
BlindDiff: Empowering Degradation Modelling in Diffusion Models for Blind Image Super-Resolution Feng Li Yixuan Wu Zichao Liang Runmin Cong H. Bai Yao-Min Zhao Meng Wang DiffM 68 1 0 15 Mar 2024
Towards Dense and Accurate Radar Perception Via Efficient Cross-Modal Diffusion Model Ruibin Zhang Donglai Xue Yuhan Wang Ruixu Geng Fei Gao 76 7 0 13 Mar 2024
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models Trained on Corrupted Data Asad Aali Giannis Daras Brett Levac Sidharth Kumar Alexandros G. Dimakis Jonathan I. Tamir MedIm 139 17 0 13 Mar 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 116 38 0 12 Mar 2024
Visual Privacy Auditing with Diffusion Models Kristian Schwethelm Johannes Kaiser Moritz Knolle Daniel Rueckert Daniel Rueckert Alexander Ziller DiffM AAML 103 0 0 12 Mar 2024
Decoupled Data Consistency with Diffusion Purification for Image Restoration Xiang Li Soo Min Kwon Ismail Alkhouri S. Ravishankar Qing Qu DiffM 109 0 0 10 Mar 2024
XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution Yunpeng Qu Kun Yuan Kai Zhao Qizhi Xie Jinhua Hao Ming Sun Chao Zhou 88 19 0 08 Mar 2024
InstructGIE: Towards Generalizable Image Editing Zichong Meng Changdi Yang Jun Liu Hao Tang Pu Zhao Yanzhi Wang DiffM 96 9 0 08 Mar 2024
Enhancing the Rate-Distortion-Perception Flexibility of Learned Image Codecs with Conditional Diffusion Decoders Daniele Mari Simone Milani DiffM 51 0 0 05 Mar 2024
Text-guided Explorable Image Super-resolution Kanchana Vaishnavi Gandikota Paramanand Chandramouli 113 8 0 02 Mar 2024
Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks Yuhao Liu Zhanghan Ke Fang Liu Nanxuan Zhao Rynson W. H. Lau DiffM 103 23 0 01 Mar 2024
Listening to the Noise: Blind Denoising with Gibbs Diffusion David Heurtel-Depeiges C. Margossian Ruben Ohana Bruno Régaldo-Saint Blancard DiffM 85 2 0 29 Feb 2024
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 237 103 0 27 Feb 2024
HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models Li Pang Xiangyu Rui Long Cui Hongzhong Wang Deyu Meng Xiangyong Cao DiffM 83 21 0 24 Feb 2024
Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion Yujia Huang Adishree S. Ghatare Yuanzhe Liu Ziniu Hu Qinsheng Zhang Chandramouli Shama Sastry Francesco Ferroni Sageev Oore Yisong Yue DiffM 101 25 0 22 Feb 2024
D-Flow: Differentiating through Flows for Controlled Generation Heli Ben-Hamu Omri Puny Itai Gat Brian Karrer Uriel Singer Y. Lipman 100 34 0 21 Feb 2024
Contrastive Prompts Improve Disentanglement in Text-to-Image Diffusion Models C. Wu Fernando de la Torre DiffM 65 2 0 21 Feb 2024
Diffusion Posterior Sampling is Computationally Intractable Shivam Gupta A. Jalal Aditya Parulekar Eric Price Zhiyang Xun 121 12 0 20 Feb 2024
MRPD: Undersampled MRI reconstruction by prompting a large latent diffusion model Student Member Ieee Ziqi Gao F. I. S. Kevin Zhou MedIm 60 3 0 16 Feb 2024
Classification Diffusion Models: Revitalizing Density Ratio Estimation Shahar Yadin Noam Elata T. Michaeli DiffM 66 2 0 15 Feb 2024
Extreme Video Compression with Pre-trained Diffusion Models Bohan Li Yiming Liu Xueyan Niu Bo Bai Lei Deng Deniz Gündüz DiffM VGen 55 4 0 14 Feb 2024
Denoising Diffusion Restoration Tackles Forward and Inverse Problems for the Laplace Operator Amartya Mukherjee M. Stadt Lena Podina Mohammad Kohandel Jun Liu DiffM 51 0 0 13 Feb 2024
Consistency Model is an Effective Posterior Sample Approximation for Diffusion Inverse Solvers Tongda Xu Ziran Zhu Jian Li Dailan He Yuanyuan Wang ... Ning Li Hongwei Qin Yan Wang Jingjing Liu Ya Zhang DiffM 85 5 0 09 Feb 2024
DMAT: A Dynamic Mask-Aware Transformer for Human De-occlusion Guoqiang Liang Jiahao Hu Qingyue Wang Shizhou Zhang 100 0 0 07 Feb 2024
PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation Pablo Lemos Sammy N. Sharief Nikolay Malkin Laurence Perreault Levasseur Y. Hezaveh Laurence Perreault-Levasseur Yashar Hezaveh 84 3 0 06 Feb 2024
Guidance with Spherical Gaussian Constraint for Conditional Diffusion Lingxiao Yang Shutong Ding Yifan Cai Jingyi Yu Jingya Wang Ye-ling Shi DiffM 119 40 0 05 Feb 2024
Plug-and-Play image restoration with Stochastic deNOising REgularization Marien Renaud Jean Prost Arthur Leclaire Nicolas Papadakis DiffM 151 8 0 01 Feb 2024
Spatial-and-Frequency-aware Restoration method for Images based on Diffusion Models Kyungsung Lee Donggyu Lee Myungjoo Kang 55 0 0 31 Jan 2024
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Chunhua Zhou Fengyu Sun Di Niu 95 12 0 26 Jan 2024