Aggregation of Dependent Expert Distributions in Multimodal Variational Autoencoders

Rogelio A Mancisidor, Robert Jenssen, Shujian Yu +1

Multimodal learning with variational autoencoders (VAEs) requires estimating joint distributions to evaluate the evidence lower bound (ELBO). Current methods, the product and mixtu…