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Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction

9 December 2021

Papers citing "Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction"

50 / 248 papers shown

Title
Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model Yang Liu Yaofang Liu J. Pan Yuxiang Hui Fan Jia Raymond H. Chan T. Zeng 199 1 0 16 Oct 2024
Towards Unsupervised Blind Face Restoration using Diffusion PriorIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Tianshu Kuai Sina Honari Igor Gilitschenski Alex Levinshtein DiffM 342 0 0 06 Oct 2024
Configurable Multilingual ASR with Speech Summary Representations Harrison Zhu Ivan Fung Yingke Zhu Lahiru Samarakoon 213 14 0 06 Oct 2024
Diffusion State-Guided Projected Gradient for Inverse ProblemsInternational Conference on Learning Representations (ICLR), 2024 Rayhan Zirvi Bahareh Tolooshams Anima Anandkumar DiffM 728 9 0 04 Oct 2024
Posterior sampling via Langevin dynamics based on generative priors Vishal Purohit Matthew Repasky Jianfeng Lu Qiang Qiu Yao Xie Xiuyuan Cheng DiffM 212 6 0 02 Oct 2024
RadGazeGen: Radiomics and Gaze-guided Medical Image Generation using Diffusion Models Moinak Bhattacharya Gagandeep Singh Shubham Jain Prateek Prasanna MedIm DiffM 275 3 0 01 Oct 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun-Yen Chen Siwei Lyu Can Wang VLM 411 18 0 28 Sep 2024
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEsNeural Information Processing Systems (NeurIPS), 2024 Qinpeng Cui Yixuan Liu Xinyi Zhang Qiqi Bao Zhongdao Wang Qingmin Liao Li Wang Tian Lu Emad Barsoum 149 6 0 26 Sep 2024
Flexiffusion: Segment-wise Neural Architecture Search for Flexible Denoising Schedule Hongtao Huang Xiaojun Chang Weitong Chen 260 0 0 26 Sep 2024
Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors Aiping Zhang Zongsheng Yue Renjing Pei Wenqi Ren Xiaochun Cao 165 25 0 25 Sep 2024
Fundus image enhancement through direct diffusion bridgesIEEE journal of biomedical and health informatics (IEEE JBHI), 2024 Sehui Kim Hyungjin Chung Se Hie Park Eui-Sang Chung Kayoung Yi Jong Chul Ye DiffM MedIm 163 4 0 19 Sep 2024
Taming Diffusion Models for Image Restoration: A Review Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schön 305 14 0 16 Sep 2024
Think Twice Before You Act: Improving Inverse Problem Solving With MCMC Y. Zhu Zehao Dou Haoxin Zheng Yasi Zhang Ying Nian Wu Ruiqi Gao DiffM 183 8 0 13 Sep 2024
Denoising Plane Wave Ultrasound Images Using Diffusion Probabilistic ModelsIEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control (IEEE TUFFC), 2024 Hojat Asgariandehkordi Sobhan Goudarzi Mostafa Sharifzadeh Adrian Basarab H. Rivaz MedIm DiffM 178 6 0 20 Aug 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive SurveyACM Computing Surveys (ACM CSUR), 2024 V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 322 36 0 06 Aug 2024
Optimizing Diffusion Models for Joint Trajectory Prediction and Controllable GenerationEuropean Conference on Computer Vision (ECCV), 2024 Linhan Xia Chen Tang Lingfeng Sun Simone Rossi Yichen Xie ... T. Hannagan Stefano Sabatini Nicola Poerio Seon-Phil Jeong Wei Zhan 215 16 0 01 Aug 2024
Temporal Feature Matters: A Framework for Diffusion Model QuantizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Yushi Huang Yazhe Niu Xianglong Liu Jing Liu Yuhang Li Jiwen Lu Dacheng Tao MQ DiffM 605 4 0 28 Jul 2024
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems Sojin Lee Dogyun Park Inho Kong Hyunwoo J. Kim DiffM 203 7 0 23 Jul 2024
Zero-Shot Adaptation for Approximate Posterior Sampling of Diffusion Models in Inverse Problems Yasar Utku Alçalar Mehmet Akçakaya DiffM 225 8 0 16 Jul 2024
Physics-Inspired Generative Models in Medical Imaging: A Review Dennis Hein Afshin Bozorgpour Dorit Merhof Ge Wang DiffM MedIm AI4CE 283 5 0 15 Jul 2024
LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models Hai Jiang Ao Luo Xiaohong Liu Songchen Han Shuaicheng Liu DiffM 204 87 0 12 Jul 2024
Solutions to Deepfakes: Can Camera Hardware, Cryptography, and Deep Learning Verify Real Images? Alexander Vilesov Yuan Tian Nader Sehatbakhsh A. Kadambi 190 2 0 04 Jul 2024
Highly Accelerated MRI via Implicit Neural Representation Guided Posterior Sampling of Diffusion Models Jiayue Chu Chenhe Du Xiyue Lin Yuyao Zhang Hongjiang Wei MedIm DiffM 167 3 0 03 Jul 2024
A Comprehensive Survey on Diffusion Models and Their Applications M. Ahsan S. Raman Yingtao Liu Zahed Siddique MedIm DiffM 350 4 0 01 Jul 2024
Blind Inversion using Latent Diffusion Priors Weimin Bai Siyi Chen Wenzheng Chen He Sun DiffM 240 8 0 01 Jul 2024
An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations Weimin Bai Yifei Wang Wenzheng Chen He Sun 312 17 0 01 Jul 2024
Posterior Sampling with Denoising Oracles via Tilted Transport Joan Bruna Jiequn Han DiffM MedIm 203 11 0 30 Jun 2024
Stability and Generalizability in SDE Diffusion Models with Measure-Preserving DynamicsNeural Information Processing Systems (NeurIPS), 2024 Weitong Zhang Chengqi Zang Liu Li Sarah Cechnicka Cheng Ouyang Bernhard Kainz DiffM 149 3 0 19 Jun 2024
Conditional score-based diffusion models for solving inverse problems in mechanicsComputer Methods in Applied Mechanics and Engineering (CMAME), 2024 Agnimitra Dasgupta Harisankar Ramaswamy Javier Murgoitio-Esandi Ken Foo Runze Li Qifa Zhou Brendan Kennedy Assad A. Oberai DiffM MedIm 306 8 0 19 Jun 2024
AnyTrans: Translate AnyText in the Image with Large Scale Models Zhipeng Qian Pei Zhang Baosong Yang Kai Fan Yiwei Ma Yang Li Xiaoshuai Sun Rongrong Ji VLM 216 3 0 17 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 470 90 0 17 Jun 2024
DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography ReconstructionNeural Information Processing Systems (NeurIPS), 2024 Bowen Song Jason Hu Zhaoxu Luo Jeffrey A. Fessler Liyue Shen MedIm DiffM 170 10 0 14 Jun 2024
Bayesian Conditioned Diffusion Models for Inverse Problems Alper Gungor Bahri Batuhan Bilecen Tolga Çukur DiffM 198 3 0 14 Jun 2024
Pi-fusion: Physics-informed diffusion model for learning fluid dynamics Jing Qiu Jiancheng Huang Xiangdong Zhang Zeng Lin Minglei Pan Zengding Liu F. Miao AI4CE 227 4 0 06 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 338 14 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 372 21 0 04 Jun 2024
A Brief Overview of Optimization-Based Algorithms for MRI Reconstruction Using Deep Learning Wanyu Bian 242 7 0 03 Jun 2024
Fast Samplers for Inverse Problems in Iterative Refinement Models Kushagra Pandey Ruihan Yang Stephan Mandt DiffM 292 11 0 27 May 2024
Blaze3DM: Marry Triplane Representation with Diffusion for 3D Medical Inverse Problem Solving Jia He Bonan li Ge Yang Ziwen Liu MedIm 139 7 0 24 May 2024
NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer Meng You Zhiyu Zhu Hui Liu Junhui Hou VGen DiffM 334 46 0 24 May 2024
CDFormer:When Degradation Prediction Embraces Diffusion Model for Blind Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2024 Qingguo Liu Chenyi Zhuang Pan Gao Jie Qin 260 9 0 13 May 2024
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation Fuat Arslan Bilal Kabas Onat Dalmaz Muzaffer Özbey Tolga Çukur MedIm DiffM 217 34 0 10 May 2024
DP-MDM: Detail-Preserving MR Reconstruction via Multiple Diffusion ModelsPhysics in Medicine and Biology (PMB), 2024 Mengxiao Geng Jiahao Zhu Xiaolin Zhu Qiqing Liu Dong Liang Qiegen Liu MedIm 185 6 0 09 May 2024
LTLDoG: Satisfying Temporally-Extended Symbolic Constraints for Safe Diffusion-based Planning Zeyu Feng Hao Luan Pranav Goyal Harold Soh 272 11 0 07 May 2024
Data-driven approaches for electrical impedance tomography image segmentation from partial boundary data Alexander Denker Ž. Kereta I. Singh Tom Freudenberg T. Kluth Peter Maass Simon Arridge 174 4 0 06 May 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Yuxuan Liang ... Cheng-Ming Liu Bin Yang Zenglin Xu Jiang Bian Shirui Pan AI4TS DiffM SyDa 541 85 0 29 Apr 2024
Factorized Diffusion: Perceptual Illusions by Noise Decomposition Daniel Geng Inbum Park Andrew Owens DiffM 412 21 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 242 49 0 17 Apr 2024
Efficient Conditional Diffusion Model with Probability Flow Sampling for Image Super-resolution Yutao Yuan Chun Yuan DiffM 127 12 0 16 Apr 2024
Joint Conditional Diffusion Model for Image Restoration with Mixed Degradations Yufeng Yue Meng Yu Luojie Yang Yi Yang DiffM 146 4 0 11 Apr 2024