A Transformer-based Framework for Multivariate Time Series Representation Learning

George Zerveas, Srideepika Jayaraman, Dhaval Patel +2

In this work we propose for the first time a transformer-based framework for unsupervised representation learning of multivariate time series. Pre-trained models can be potentially…