GAN-based Projector for Faster Recovery with Convergence Guarantees in Linear Inverse Problems

Ankit Raj, Yuqi Li, Yoram Bresler

A Generative Adversarial Network (GAN) with generator $G$ trained to model the prior of images has been shown to perform better than sparsity-based regularizers in ill-posed invers…