Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models

Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models

5 October 2023

Valentin De Bortoli

Andrés Almansa

Ulugbek S. Kamilov

Papers citing "Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models"

6 / 6 papers shown

Title
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration H. Wang Jing Zhang Haonan Guo Di Wang Jiayi Ma Bo Du 63 0 0 30 Apr 2025
Efficient Bayesian Computation Using Plug-and-Play Priors for Poisson Inverse Problems Teresa Klatzer Savvas Melidonis Marcelo Pereyra K. Zygalakis 45 0 0 20 Mar 2025
Deep Diffusion Image Prior for Efficient OOD Adaptation in 3D Inverse Problems Hyungjin Chung Jong Chul Ye DiffM 40 6 0 15 Jul 2024
Plug-and-Play image restoration with Stochastic deNOising REgularization Marien Renaud Jean Prost Arthur Leclaire Nicolas Papadakis DiffM 49 7 0 01 Feb 2024
Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization Samuel Hurault Arthur Leclaire Nicolas Papadakis 47 72 0 31 Jan 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 209 778 0 27 Jan 2022