Solving Inverse Problems by Joint Posterior Maximization with Autoencoding Prior

Mario González, Andrés Almansa, Pauline Tan

In this work we address the problem of solving ill-posed inverse problems in imaging where the prior is a variational autoencoder (VAE). Specifically we consider the decoupled case…