Empirical Bayesian image restoration by Langevin sampling with a denoising diffusion implicit prior

Charlesquin Kemajou Mbakam, Jean-Francois Giovannelli, Marcelo Pereyra

Score-based diffusion methods provide a powerful strategy to solve image restoration tasks by flexibly combining a pre-trained foundational prior model with a likelihood function s…