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TS2Vec: Towards Universal Representation of Time Series

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https://arxiv.org/abs/2106.10466

 

TS2Vec: Towards Universal Representation of Time Series

This paper presents TS2Vec, a universal framework for learning representations of time series in an arbitrary semantic level. Unlike existing methods, TS2Vec performs contrastive learning in a hierarchical way over augmented context views, which enables a

arxiv.org

 

 

https://www.youtube.com/watch?v=kEjpoeSaQHI&t=19s

 

 

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