Use of Student's t-Distribution for the Latent Layer in a Coupled Variational Autoencoder

Kevin R. Chen, Daniel Svoboda, Kenric P. Nelson

A Coupled Variational Autoencoder, which incorporates both a generalized loss function and latent layer distribution, shows improvement in the accuracy and robustness of generated…