Efficient Bayesian Computation Using Plug-and-Play Priors for Poisson Inverse Problems

Teresa Klatzer, Savvas Melidonis, Marcelo Pereyra +1

This paper studies plug-and-play (PnP) Langevin sampling strategies for Bayesian inference in low-photon Poisson imaging problems, a challenging class of problems with significant…