Picard Proximal Monte Carlo for Parallel Bayesian Imaging with Score-Based Generative Priors

Deliang Wei, Evan Bell, Wenhan Guo +2

Bayesian imaging inverse problems often require sampling from high-dimensional posterior distributions. While recent score-based and diffusion models provide expressive Bayesian pr…