2019
A Variational Auto-Encoder Model for Stochastic Point Processes
CVPR 2019poster
We propose a novel probabilistic generative model for action sequences. The model is termed the Action Point Process VAE (APP-VAE), a variational auto-encoder that can capture the distribution over the times and categories of action sequences. Modeling the variety of possible action sequences is a…