Large Scale Time-Series Representation Learning via Simultaneous Low and High Frequency Feature Bootstrapping

Vandan Gorade, Azad Singh, Deepak Mishra

Learning representation from unlabeled time series data is a challenging problem. Most existing self-supervised and unsupervised approaches in the time-series domain do not capture…