Improving Multimodal Joint Variational Autoencoders through Normalizing Flows and Correlation Analysis

Agathe Senellart, Clément Chadebec, Stéphanie Allassonnière

We propose a new multimodal variational autoencoder that enables to generate from the joint distribution and conditionally to any number of complex modalities. The unimodal posteri…