Learning Hierarchical Priors in VAEs

Alexej Klushyn, Nutan Chen, Richard Kurle +2

We propose to learn a hierarchical prior in the context of variational autoencoders to avoid the over-regularisation resulting from a standard normal prior distribution. To incenti…