Bayesian imaging using Plug & Play priors: when Langevin meets Tweedie

8 March 2021

Papers citing "Bayesian imaging using Plug & Play priors: when Langevin meets Tweedie"

9 / 9 papers shown

Title
Accelerated Stein Variational Gradient Flow Viktor Stein Wuchen Li 46 0 0 30 Mar 2025
Bayesian computation with generative diffusion models by Multilevel Monte Carlo Abdul-Lateef Haji-Ali Marcelo Pereyra Luke Shaw K. Zygalakis DiffM 42 0 0 23 Sep 2024
Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation Hongwei Tan Ziruo Cai Marcelo Pereyra Subhadip Mukherjee Junqi Tang Carola-Bibiane Schönlieb SSL 62 1 0 08 Apr 2024
Learning from small data sets: Patch-based regularizers in inverse problems for image reconstruction Moritz Piening Fabian Altekrüger J. Hertrich Paul Hagemann Andrea Walther Gabriele Steidl 19 5 0 27 Dec 2023
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models Marien Renaud Jiaming Liu Valentin De Bortoli Andrés Almansa Ulugbek S. Kamilov 32 5 0 05 Oct 2023
Multiscale Structure Guided Diffusion for Image Deblurring Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 16 56 0 04 Dec 2022
Bayesian Inversion for Nonlinear Imaging Models using Deep Generative Priors Pakshal Bohra Thanh-an Michel Pham Jonathan Dong M. Unser MedIm 16 11 0 18 Mar 2022
Gradient Step Denoiser for convergent Plug-and-Play Samuel Hurault Arthur Leclaire Nicolas Papadakis 22 91 0 07 Oct 2021
Regularization by Denoising: Clarifications and New Interpretations E. T. Reehorst Philip Schniter 54 211 0 06 Jun 2018