Cover Image

Evaluating the Posterior Sampling Ability of Plug&Play Diffusion Methods in Sparse-View CT

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Moroy, Liam, Bourmaud, Guillaume, Champagnat, Frédéric, Giovannelli, Jean-François
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Plug-and-Play Posterior Sampling for Blind Inverse Problems
by: Li, Anqi, et al.
Published: (2025)

Conditional Diffusion Posterior Alignment for Sparse-View CT Reconstruction
by: Barba, Luis, et al.
Published: (2026)

Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction
by: Xu, Xingyu, et al.
Published: (2024)

Learning Task-Specific Sampling Strategy for Sparse-View CT Reconstruction
by: Yang, Liutao, et al.
Published: (2024)

Single-Shot Plug-and-Play Methods for Inverse Problems
by: Cheng, Yanqi, et al.
Published: (2023)

Plug-and-Play Priors as a Score-Based Method
by: Park, Chicago Y., et al.
Published: (2024)

Analysis Plug-and-Play Methods for Imaging Inverse Problems
by: Chandler, Edward P., et al.
Published: (2025)

MSDiff: Multi-Scale Diffusion Model for Ultra-Sparse View CT Reconstruction
by: Zhang, Junyan, et al.
Published: (2024)

PLUS: Plug-and-Play Enhanced Liver Lesion Diagnosis Model on Non-Contrast CT Scans
by: Hao, Jiacheng, et al.
Published: (2025)

Overcoming Distribution Shifts in Plug-and-Play Methods with Test-Time Training
by: Chandler, Edward P., et al.
Published: (2024)

Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains
by: Liu, Xuan, et al.
Published: (2023)

Super-Resolution Optical Coherence Tomography Using Diffusion Model-Based Plug-and-Play Priors
by: Wang, Yaning, et al.
Published: (2025)

3DGR-CT: Sparse-View CT Reconstruction with a 3D Gaussian Representation
by: Li, Yingtai, et al.
Published: (2023)

Semantic Diffusion Posterior Sampling for Cardiac Ultrasound Dehazing
by: Stevens, Tristan S. W., et al.
Published: (2025)

Conditioning Generative Latent Optimization for Sparse-View CT Image Reconstruction
by: Braure, Thomas, et al.
Published: (2023)

Resolution-Independent Neural Operators for Multi-Rate Sparse-View CT
by: Datta, Aujasvit, et al.
Published: (2025)

Plug-and-Play Tri-Branch Invertible Block for Image Rescaling
by: Bao, Jingwei, et al.
Published: (2024)

PoCGM: Poisson-Conditioned Generative Model for Sparse-View CT Reconstruction
by: Fang, Changsheng, et al.
Published: (2025)

Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors
by: Wu, Zihui, et al.
Published: (2024)

GR-Gaussian: Graph-Based Radiative Gaussian Splatting for Sparse-View CT Reconstruction
by: Yuluo, Yikuang, et al.
Published: (2025)

Deep Radon Prior: A Fully Unsupervised Framework for Sparse-View CT Reconstruction
by: Xu, Shuo, et al.
Published: (2023)

Unsupervised Self-Prior Embedding Neural Representation for Iterative Sparse-View CT Reconstruction
by: Tian, Xuanyu, et al.
Published: (2025)

Fan-Beam CT Reconstruction for Unaligned Sparse-View X-ray Baggage Dataset
by: Kim, Shin
Published: (2024)

Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction
by: Lin, Yiqun, et al.
Published: (2024)

Plug-and-Play image restoration with Stochastic deNOising REgularization
by: Renaud, Marien, et al.
Published: (2024)

QN-Mixer: A Quasi-Newton MLP-Mixer Model for Sparse-View CT Reconstruction
by: Ayad, Ishak, et al.
Published: (2024)

ResPF: Residual Poisson Flow for Efficient and Physically Consistent Sparse-View CT Reconstruction
by: Fang, Changsheng, et al.
Published: (2025)

Empirical Bayesian image restoration by Langevin sampling with a denoising diffusion implicit prior
by: Mbakam, Charlesquin Kemajou, et al.
Published: (2024)

Stochastic Generative Plug-and-Play Priors
by: Park, Chicago Y., et al.
Published: (2026)

DVG-Diffusion: Dual-View Guided Diffusion Model for CT Reconstruction from X-Rays
by: Xie, Xing, et al.
Published: (2025)

Beyond the Lungs: Extending the Field of View in Chest CT with Latent Diffusion Models
by: Zuo, Lianrui, et al.
Published: (2025)

Latent Space Consistency for Sparse-View CT Reconstruction
by: Chen, Duoyou, et al.
Published: (2025)

Efficient Flow Matching for Sparse-View CT Reconstruction
by: Shi, Jiayang, et al.
Published: (2026)

Deep Inertia $L_p$ Half-Quadratic Splitting Unrolling Network for Sparse View CT Reconstruction
by: Guo, Yu, et al.
Published: (2024)

Cross-Distribution Diffusion Priors-Driven Iterative Reconstruction for Sparse-View CT
by: Li, Haodong, et al.
Published: (2025)

PSC: Posterior Sampling-Based Compression
by: Elata, Noam, et al.
Published: (2024)

Diffusion Posterior Proximal Sampling for Image Restoration
by: Wu, Hongjie, et al.
Published: (2024)

Highly Accelerated MRI via Implicit Neural Representation Guided Posterior Sampling of Diffusion Models
by: Chu, Jiayue, et al.
Published: (2024)

Score-Based Turbo Message Passing for Plug-and-Play Compressive Image Recovery
by: Cai, Chang, et al.
Published: (2025)

Plug-and-Play Diffusion Meets ADMM: Dual-Variable Coupling for Robust Medical Image Reconstruction
by: Du, Chenhe, et al.
Published: (2026)