On the Necessity and Effectiveness of Learning the Prior of Variational Auto-Encoder

Haowen Xu, Wenxiao Chen, Jinlin Lai +3

Using powerful posterior distributions is a popular approach to achieving better variational inference. However, recent works showed that the aggregated posterior may fail to match…