Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding

Sana Tonekaboni, Danny Eytan, Anna Goldenberg

Time series are often complex and rich in information but sparsely labeled and therefore challenging to model. In this paper, we propose a self-supervised framework for learning ge…