no code implementations • 19 Dec 2019 • Amir Zadeh, Smon Hessner, Yao-Chong Lim, Louis-Phlippe Morency
Posterior inference in directed graphical models is commonly done using a probabilistic encoder (a. k. a inference model) conditioned on the input.
no code implementations • 3 Mar 2019 • Amir Zadeh, Yao-Chong Lim, Paul Pu Liang, Louis-Philippe Morency
We study a specific implementation of the Auto-Encoding Variational Bayes (AEVB) algorithm, named in this paper as a Variational Auto-Decoder (VAD).