Composing Normalizing Flows for Inverse Problems

Jay Whang, Erik M. Lindgren, Alex Dimakis

Abstract: Given an inverse problem with a normalizing flow prior, we wish to estimate the distribution of the underlying signal conditioned on the observations. We approach this problem as a task of conditio...