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2112.05146
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Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction
9 December 2021
Hyungjin Chung
Byeongsu Sim
Jong Chul Ye
MedIm
DiffM
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Papers citing
"Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction"
50 / 249 papers shown
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Fred Roosta
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Prior Frequency Guided Diffusion Model for Limited Angle (LA)-CBCT Reconstruction
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H. Shao
Yunxiang Li
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Self-Adaptive Reality-Guided Diffusion for Artifact-Free Super-Resolution
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Songcen Xu
Jiankang Deng
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Step-Calibrated Diffusion for Biomedical Optical Image Restoration
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Sung Jik Cha
Cheng Jiang
Asadur Chowdury
X. Hou
Edward Harake
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Honglak Lee
Rui Feng
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243
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Divide-and-Conquer Posterior Sampling for Denoising Diffusion Priors
Neural Information Processing Systems (NeurIPS), 2024
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Alain Durmus
Eric Moulines
Jimmy Olsson
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366
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Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-view CT Reconstruction
IEEE Transactions on Medical Imaging (IEEE TMI), 2024
Hanyu Chen
Zhixiu Hao
Lin Guo
Liying Xiao
181
1
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14 Mar 2024
Clinically Feasible Diffusion Reconstruction for Highly-Accelerated Cardiac Cine MRI
Shihan Qiu
Shaoyan Pan
Yikang Liu
Lin Zhao
Jian Xu
Qi Liu
Terrence Chen
Eric Z. Chen
Xiao Chen
Shanhui Sun
DiffM
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120
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Efficient Diffusion Model for Image Restoration by Residual Shifting
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Zongsheng Yue
Jianyi Wang
Chen Change Loy
DiffM
358
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Decoupled Data Consistency with Diffusion Purification for Image Restoration
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Soo Min Kwon
Ismail Alkhouri
S. Ravishankar
Qing Qu
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420
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Benedikt Bock
Florian Strasser
Michael Baur
M. Joham
Wolfgang Utschick
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439
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Text-guided Explorable Image Super-resolution
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Robustness and Exploration of Variational and Machine Learning Approaches to Inverse Problems: An Overview
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Kanchana Vaishnavi Gandikota
Hannah Droege
Michael Moeller
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263
1
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19 Feb 2024
MRPD: Undersampled MRI reconstruction by prompting a large latent diffusion model
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F. I. S. Kevin Zhou
MedIm
224
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Adam Wang
Ge Wang
Ge Wang
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225
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Rama Chellappa
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193
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An Over Complete Deep Learning Method for Inverse Problems
Moshe Eliasof
Eldad Haber
Eran Treister
218
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Spatial-and-Frequency-aware Restoration method for Images based on Diffusion Models
Kyungsung Lee
Donggyu Lee
Myungjoo Kang
208
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Deep Learning-based Image and Video Inpainting: A Survey
Weize Quan
Jiaxi Chen
Yanli Liu
Dong-Ming Yan
Peter Wonka
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242
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Diffusion Models, Image Super-Resolution And Everything: A Survey
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Brian B. Moser
Arundhati S. Shanbhag
Federico Raue
Stanislav Frolov
Sebastián M. Palacio
Andreas Dengel
464
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Diffusion-Based Particle-DETR for BEV Perception
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Martin Danelljan
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287
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Realistic Human Motion Generation with Cross-Diffusion Models
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Shaoli Huang
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270
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PPFM: Image denoising in photon-counting CT using single-step posterior sampling Poisson flow generative models
IEEE Transactions on Radiation and Plasma Medical Sciences (TRPMS), 2023
Dennis Hein
Staffan Holmin
Timothy Szczykutowicz
Jonathan S. Maltz
Mats Danielsson
Ge Wang
Mats U. Persson
DiffM
MedIm
211
12
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Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models
Neural Information Processing Systems (NeurIPS), 2023
Senmao Li
Taihang Hu
Fahad Shahbaz Khan
Linxuan Li
Shiqi Yang
Yaxing Wang
Ming-Ming Cheng
Jian Yang
DiffM
243
14
0
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Single PW takes a shortcut to compound PW in US imaging
Zhiqiang Li
Hengrong Lan
Lijie Huang
Qiong He
Jianwen Luo
80
1
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15 Dec 2023
Fast Sampling via Discrete Non-Markov Diffusion Models
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Zixiang Chen
Huizhuo Yuan
Yongqian Li
Yiwen Kou
Junkai Zhang
Quanquan Gu
DiffM
367
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Speeding up Photoacoustic Imaging using Diffusion Models
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M. B. Unlu
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103
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Lu Qi
Lehan Yang
Weidong Guo
Yu-Syuan Xu
Bo Du
Varun Jampani
Ming-Hsuan Yang
258
27
0
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TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models
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Yushi Huang
Yazhe Niu
Jing Liu
Tianlong Chen
Xianglong Liu
DiffM
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279
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Regularization by Texts for Latent Diffusion Inverse Solvers
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Jeongsol Kim
Geon Yeong Park
Hyungjin Chung
Jong Chul Ye
AI4CE
522
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FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
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Jiaming Liu
Shirin Shoushtari
Yubo Wang
Weijie Gan
Ulugbek S. Kamilov
VGen
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253
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Flow-Guided Diffusion for Video Inpainting
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Yongsheng Yu
Hengrui Fan
Libo Zhang
VGen
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329
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SinSR: Diffusion-Based Image Super-Resolution in a Single Step
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Yufei Wang
Wenhan Yang
Xinyuan Chen
Yaohui Wang
Lanqing Guo
Lap-Pui Chau
Ziwei Liu
Yu Qiao
Alex C. Kot
Bihan Wen
DiffM
375
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23 Nov 2023
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI
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Hanxi Liao
Shiqi Huang
Yimin Luo
Huazhu Fu
Haikun Qi
MedIm
487
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19 Nov 2023
Mitigating Exposure Bias in Discriminator Guided Diffusion Models
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Paraskevi Tzouveli
Athanasios Voulodimos
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208
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Augmented Bridge Matching
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Guan-Horng Liu
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Rui-jun Feng
Guoyan Lao
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Hongjiang Wei
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252
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Diffusion Posterior Illumination for Ambiguity-aware Inverse Rendering
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A. Tewari
Marc Habermann
Forrest Iandola
Michael Zollhöfer
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153
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Bootstrap Diffusion Model Curve Estimation for High Resolution Low-Light Image Enhancement
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Huixia Li
Xiawu Zheng
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Jiayi Ji
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334
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Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models
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Mahdi Soltanolkotabi
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239
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Nur Intan Raihana Ruhaiyem
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158
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Zongqing Lu
Qingmin Liao
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433
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Li-Wei Chen
Nils Thuerey
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347
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Correlated and Multi-frequency Diffusion Modeling for Highly Under-sampled MRI Reconstruction
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Chuanming Yu
Shiyu Lu
Zhuoxu Cui
Dong Liang
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164
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IEEE Transactions on Medical Imaging (TMI), 2023
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Albert Jang
Fan Liu
DiffM
238
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