Efficient Bayesian computation for low-photon imaging problems

10 June 2022

Papers citing "Efficient Bayesian computation for low-photon imaging problems"

6 / 6 papers shown

Title
Efficient Bayesian Computation Using Plug-and-Play Priors for Poisson Inverse Problems Teresa Klatzer Savvas Melidonis Marcelo Pereyra K. Zygalakis 52 0 0 20 Mar 2025
Self-supervised conformal prediction for uncertainty quantification in Poisson imaging problems Bernardin Tamo Amougou Marcelo Pereyra Barbara Pascal 56 0 0 26 Feb 2025
Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation Hongwei Tan Ziruo Cai Marcelo Pereyra Subhadip Mukherjee Junqi Tang Carola-Bibiane Schönlieb SSL 76 1 0 08 Apr 2024
Accelerated Bayesian imaging by relaxed proximal-point Langevin sampling Teresa Klatzer P. Dobson Y. Altmann Marcelo Pereyra J. Sanz-Serna K. Zygalakis 37 5 0 18 Aug 2023
Proximal Langevin Sampling With Inexact Proximal Mapping Matthias Joachim Ehrhardt Lorenz Kuger Carola-Bibiane Schönlieb 26 6 0 30 Jun 2023
Wasserstein distance estimates for the distributions of numerical approximations to ergodic stochastic differential equations J. Sanz-Serna K. Zygalakis 40 22 0 26 Apr 2021