Regularising Inverse Problems with Generative Machine Learning Models

Margaret Duff, Neill D. F. Campbell, Matthias J. Ehrhardt

Deep neural network approaches to inverse imaging problems have produced impressive results in the last few years. In this paper, we consider the use of generative models in a vari…