Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse.

James Lucas George Tucker Roger B. Grosse Mohammad Norouzi

Published in: NeurIPS (2019)

Keyphrases

neural network
website
viewpoint
probabilistic model
probability distribution
bayesian framework
closed form
gaussian process
lower bound
multiresolution
graphical models
maximum likelihood
generative model
posterior probability
posterior distribution