Provable Diffusion Posterior Sampling for Bayesian Inversion

Jinyuan Chang, Chenguang Duan, Yuling Jiao +3

We propose a novel diffusion-based posterior sampling method within a plug-and-play framework. Our approach constructs a probability transport from an easy-to-sample distribution t…