Taming Score-Based Diffusion Priors for Infinite-Dimensional Nonlinear Inverse Problems

Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier +2

This work introduces a sampling method capable of solving Bayesian inverse problems in function space. It does not assume the log-concavity of the likelihood, meaning that it is co…