Fully Bayesian Autoencoders with Latent Sparse Gaussian Processes

Ba-Hien Tran, Babak Shahbaba, Stephan Mandt +1

Autoencoders and their variants are among the most widely used models in representation learning and generative modeling. However, autoencoder-based models usually assume that the…