How Good Are Deep Generative Models for Solving Inverse Problems?

Shichong Peng, Alireza Moazeni, Ke Li

Deep generative models, such as diffusion models, GANs, and IMLE, have shown impressive capability in tackling inverse problems. However, the validity of model-generated solutions…