Provable Compressed Sensing with Generative Priors via Langevin Dynamics

Thanh V. Nguyen, Gauri Jagatap, Chinmay Hegde

Deep generative models have emerged as a powerful class of priors for signals in various inverse problems such as compressed sensing, phase retrieval and super-resolution. Here, we…