Gaussian Process Prior Variational Autoencoders

Francesco Paolo Casale, Adrian Dalca, Luca Saglietti, Jennifer Listgarten, Nicolo Fusi

Neural Information Processing Systems 

Variational autoencoders (VAE)areapowerful andwidely-used classofmodels to learn complex data distributions in an unsupervised fashion.