Predictive variational autoencoder for learning robust representations of time-series data

Julia Huiming Wang, Dexter Tsin, Tatiana Engel

Variational autoencoders (VAEs) have been used extensively to discover low-dimensional latent factors governing neural activity and animal behavior. However, without careful model…