Training Variational Autoencoders with Buffered Stochastic Variational Inference

Shu, R; Bui, HH; Whang, J; Ermon, S

Shu, R (reprint author), Stanford Univ, Stanford, CA 94305 USA.

22ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 89, 2019; 89 ():

Abstract

The recognition network in deep latent variable models such as variational autoencoders (VAEs) relies on amortized inference for efficient posterior a......

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