Disentangling Multiple Features in Video Sequences using Gaussian Processes in Variational Autoencoders

Sarthak Bhagat, Shagun Uppal, Zhuyun Yin +1

We introduce MGP-VAE (Multi-disentangled-features Gaussian Processes Variational AutoEncoder), a variational autoencoder which uses Gaussian processes (GP) to model the latent spac…