VI-DGP: A variational inference method with deep generative prior for solving high-dimensional inverse problems

Yingzhi Xia, Qifeng Liao, Jinglai Li

Solving high-dimensional Bayesian inverse problems (BIPs) with the variational inference (VI) method is promising but still challenging. The main difficulties arise from two aspect…