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Denoising Diffusion Restoration Models

27 January 2022

Papers citing "Denoising Diffusion Restoration Models"

50 / 582 papers shown

Title
Distribution-Aligned Diffusion for Human Mesh Recovery Lin Geng Foo Jia Gong Hossein Rahmani Jing Liu 108 23 0 25 Aug 2023
Self-Supervised Knowledge-Driven Deep Learning for 3D Magnetic Inversion Yinshuo Li Zhu Jia Wenkai Lu Cao Song 19 1 0 23 Aug 2023
Accelerated Bayesian imaging by relaxed proximal-point Langevin sampling Teresa Klatzer P. Dobson Y. Altmann Marcelo Pereyra J. Sanz-Serna K. Zygalakis 64 5 0 18 Aug 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan Xingyu Wang Wenjun Zeng Xinchao Wang Zhibo Chen 102 87 0 18 Aug 2023
DiffLLE: Diffusion-guided Domain Calibration for Unsupervised Low-light Image Enhancement Shuzhou Yang Xuanyu Zhang Yinhuai Wang Jiwen Yu Yuhan Wang Jian Zhang DiffM 69 6 0 18 Aug 2023
Monte Carlo guided Diffusion for Bayesian linear inverse problems Gabriel Victorino Cardoso Yazid Janati Sylvain Le Corff Eric Moulines DiffM 94 32 0 15 Aug 2023
Dynamic Attention-Guided Diffusion for Image Super-Resolution Brian B. Moser Stanislav Frolov Federico Raue Sebastián M. Palacio Andreas Dengel DiffM 92 5 0 15 Aug 2023
Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising Junting Cheng Tao Liu Shan Tan DiffM 84 14 0 09 Aug 2023
Thin On-Sensor Nanophotonic Array Cameras Praneeth Chakravarthula Ji-ping Sun Xiao Li Chenyang Lei Gene Chou Mario Bijelic Johannes Froesch Anirudha Majumdar Felix Heide 48 23 0 05 Aug 2023
Reference-Free Isotropic 3D EM Reconstruction using Diffusion Models Kyung-Joong Lee Won-Ki Jeong DiffM 27 5 0 03 Aug 2023
Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models Yuxin Zhang Clément Huneau Jérôme Idier Diana Mateus DiffM 120 14 0 29 Jul 2023
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 108 246 0 23 Jul 2023
Fast and Stable Diffusion Inverse Solver with History Gradient Update Linchao He Hongyu Yan Mengting Luo Hongjie Wu Kunming Luo ... Wenchao Du Hu Chen Hong-ling Yang Yan Zhang Jiancheng Lv MedIm 100 9 0 22 Jul 2023
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting Marcel Kollovieh Abdul Fatir Ansari Michael Bohlke-Schneider Jasper Zschiegner Hao Wang Yuyang Wang DiffM AI4TS 106 52 0 21 Jul 2023
Diffusion Models for Probabilistic Deconvolution of Galaxy Images Zhiwei Xue Yuhang Li Yash J. Patel Jeffrey Regier DiffM 113 5 0 20 Jul 2023
Physics-Driven Turbulence Image Restoration with Stochastic Refinement Ajay Jaiswal Xingguang Zhang Stanley H. Chan Zhangyang Wang 80 22 0 20 Jul 2023
Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond Yang Zhao Tingbo Hou Yu-Chuan Su Xuhui Jia. Yandong Li Matthias Grundmann DiffM 60 18 0 18 Jul 2023
Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency Bowen Song Soo Min Kwon Zecheng Zhang Xinyu Hu Qing Qu Liyue Shen MedIm 153 122 0 16 Jul 2023
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement Yufei Wang Yi Yu Wenhan Yang Lanqing Guo Lap-Pui Chau Alex C. Kot Bihan Wen DiffM 72 41 0 15 Jul 2023
DDGM: Solving inverse problems by Diffusive Denoising of Gradient-based Minimization Kyle L. Luther H. S. Seung DiffM 62 4 0 11 Jul 2023
Stimulating the Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling Tong Li Hansen Feng Lizhi Wang Zhiwei Xiong Huan Huang DiffM 75 1 0 08 Jul 2023
Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models Litu Rout Negin Raoof Giannis Daras Constantine Caramanis A. Dimakis Sanjay Shakkottai DiffM 122 108 0 02 Jul 2023
Bidirectional Temporal Diffusion Model for Temporally Consistent Human Animation Tserendorj Adiya Jae Shin Yoon Jungeun Lee Sang-hyeon Kim Hwasup Lim DiffM 53 0 0 02 Jul 2023
Practical and Asymptotically Exact Conditional Sampling in Diffusion Models Luhuan Wu Brian L. Trippe C. A. Naesseth David M. Blei John P. Cunningham DiffM 115 102 0 30 Jun 2023
SVNR: Spatially-variant Noise Removal with Denoising Diffusion Naama Pearl Ya. A. Brodsky Dana Berman A. Zomet Alex Rav-Acha Daniel Cohen-Or Dani Lischinski DiffM 62 5 0 28 Jun 2023
Score-based Source Separation with Applications to Digital Communication Signals T. Jayashankar Gary C. F. Lee A. Lancho Amir Weiss Yury Polyanskiy Greg Wornell DiffM 57 7 0 26 Jun 2023
DiffuseIR:Diffusion Models For Isotropic Reconstruction of 3D Microscopic Images Mingjie Pan Yulu Gan Fangxu Zhou Jiaming Liu Aimin Wang Shanghang Zhang Dawei Li MedIm DiffM 72 7 0 21 Jun 2023
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision A. Tewari Tianwei Yin George Cazenavette Semon Rezchikov J. Tenenbaum F. Durand William T. Freeman Vincent Sitzmann DiffM 152 90 0 20 Jun 2023
Enlighten Anything: When Segment Anything Model Meets Low-Light Image Enhancement Qihan Zhao Xiaofeng Zhang Hao Tang Chaochen Gu Shanying Zhu 86 17 0 17 Jun 2023
R2-Diff: Denoising by diffusion as a refinement of retrieved motion for image-based motion prediction Takeru Oba Norimichi Ukita DiffM 73 2 0 15 Jun 2023
ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion Process Changyao Tian Chenxin Tao Jifeng Dai Hao Li Ziheng Li Lewei Lu Xiaogang Wang Hongsheng Li Gao Huang Xizhou Zhu DiffM 93 10 0 08 Jun 2023
Interpreting and Improving Diffusion Models from an Optimization Perspective Frank Permenter Chenyang Yuan DiffM 56 4 0 08 Jun 2023
Optimizing Sampling Patterns for Compressed Sensing MRI with Diffusion Generative Models Sriram Ravula Brett Levac A. Jalal Jonathan I. Tamir A. Dimakis DiffM MedIm 55 16 0 05 Jun 2023
MotionDiffuser: Controllable Multi-Agent Motion Prediction using Diffusion C. Jiang Andre Cornman C. Park Benjamin Sapp Yin Zhou Drago Anguelov DiffM 98 142 0 05 Jun 2023
INDigo: An INN-Guided Probabilistic Diffusion Algorithm for Inverse Problems Di You Andreas Floros Pier Luigi Dragotti DiffM 134 5 0 05 Jun 2023
Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image Restoration Theo Adrai Guy Ohayon T. Michaeli Michael Elad DiffM 47 14 0 04 Jun 2023
Probabilistic Adaptation of Text-to-Video Models Mengjiao Yang Yilun Du Bo Dai Dale Schuurmans J. Tenenbaum Pieter Abbeel VGen DiffM 129 26 0 02 Jun 2023
Blind Audio Bandwidth Extension: A Diffusion-Based Zero-Shot Approach Eloi Moliner Filip Elvander Vesa Valimaki DiffM 79 12 0 02 Jun 2023
Dissecting Arbitrary-scale Super-resolution Capability from Pre-trained Diffusion Generative Models Ruibin Li Qihua Zhou Song Guo Jiewei Zhang Jingcai Guo Xinyang Jiang Yifei Shen Zhen-Hai Han DiffM 81 15 0 01 Jun 2023
On the Equivalence of Consistency-Type Models: Consistency Models, Consistent Diffusion Models, and Fokker-Planck Regularization Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka Naoki Murata Yuki Mitsufuji Stefano Ermon DiffM 80 10 0 01 Jun 2023
Low-Light Image Enhancement with Wavelet-based Diffusion Models Hailin Jiang Ao Luo Songchen Han Haoqiang Fan Shuaicheng Liu DiffM 97 150 0 01 Jun 2023
A Unified Conditional Framework for Diffusion-based Image Restoration Yuanhang Zhang Xiaoyu Shi Dasong Li Xiaogang Wang Jian Wang Hongsheng Li DiffM 92 25 0 31 May 2023
Direct Diffusion Bridge using Data Consistency for Inverse Problems Hyungjin Chung Jeongsol Kim Jong Chul Ye DiffM 76 54 0 31 May 2023
Ambient Diffusion: Learning Clean Distributions from Corrupted Data Giannis Daras Kulin Shah Y. Dagan Aravind Gollakota A. Dimakis Adam R. Klivans DiffM 122 75 0 30 May 2023
Nested Diffusion Processes for Anytime Image Generation Noam Elata Bahjat Kawar T. Michaeli Michael Elad DiffM 53 4 0 30 May 2023
LayerDiffusion: Layered Controlled Image Editing with Diffusion Models Pengzhi Li Qinxuan Huang Yikang Ding Zhiheng Li DiffM 78 38 0 30 May 2023
Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling Gongye Liu Haoze Sun Jiayi Li Fei Yin Yujiu Yang 91 20 0 26 May 2023
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image Steganography Jiwen Yu Xuanyu Zhang You-song Xu Jian Zhang DiffM 99 52 0 26 May 2023
Diffusion Probabilistic Priors for Zero-Shot Low-Dose CT Image Denoising Xuantong Liu Yaoqin Xie Junting Cheng Songhui Diao Shan Tan Xiaokun Liang MedIm DiffM 78 27 0 25 May 2023
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models Z. Y. Wan Ricardo Baptista Yi-fan Chen John R. Anderson Anudhyan Boral Fei Sha Leonardo Zepeda-Núñez DiffM 99 24 0 24 May 2023