Compressed Sensing MRI Reconstruction Regularized by VAEs with Structured Image Covariance

Margaret Duff, Ivor J. A. Simpson, Matthias J. Ehrhardt +1

Objective: This paper investigates how generative models, trained on ground-truth images, can be used \changes{as} priors for inverse problems, penalizing reconstructions far from…