Search Results for author: Yao-Chong Lim

Found 2 papers, 0 papers with code

Pseudo-Encoded Stochastic Variational Inference

no code implementations19 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.

Variational Inference

Variational Auto-Decoder: A Method for Neural Generative Modeling from Incomplete Data

no code implementations3 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).

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