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SaberaTalukder / TOTEM

The official code 👩‍💻 for - TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis
https://arxiv.org/pdf/2402.16412.pdf
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Can this method also perform well in downstream tasks of temporal classification? #1

Closed hendredlorentz closed 8 months ago

hendredlorentz commented 8 months ago

Can this method also perform well in downstream tasks of temporal classification?

SaberaTalukder commented 8 months ago

tl;dr: Yes! And the downstream classifier can be an MLP, Transformer, or other model architecture of your choosing.

Others (e.g. https://arxiv.org/pdf/2402.18546.pdf) have looked at TOTEM's within domain and zero shot classification capabilities extensively in the neuroscience domain.