Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification

Navid Mohammadi Foumani, Chang Wei Tan, Geoffrey I. Webb +2

We argue that time series analysis is fundamentally different in nature to either vision or natural language processing with respect to the forms of meaningful self-supervised lear…