Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation

Hong Ye Tan, Ziruo Cai, Marcelo Pereyra +3

Imaging is a standard example of an inverse problem, where the task of reconstructing a ground truth from a noisy measurement is ill-posed. Recent state-of-the-art approaches for i…