Undirected Graphical Models as Approximate Posteriors

Arash Vahdat, Evgeny Andriyash, William G. Macready

Abstract: The representation of the approximate posterior is a critical aspect of effective variational autoencoders (VAEs). Poor choices for the approximate posterior have a detrimental impact on the genera...