TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation

2 code implementations • 15 Nov 2021 • Abhyuday Desai, Cynthia Freeman, Zuhui Wang, Ian Beaver

Such interpretability can be highly advantageous in applications requiring transparency of model outputs or where users desire to inject prior knowledge of time-series patterns into the generative model.

Synthetic Data Generation Time Series +2