Quantifying the Effects of Enforcing Disentanglement on Variational Autoencoders

Momchil Peychev, Petar Veličković, Pietro Liò

The notion of disentangled autoencoders was proposed as an extension to the variational autoencoder by introducing a disentanglement parameter $\beta$, controlling the learning pressur…