Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors

Zihui Wu, Yu Sun, Yifan Chen +3

Diffusion models (DMs) have recently shown outstanding capabilities in modeling complex image distributions, making them expressive image priors for solving Bayesian inverse proble…