2024 "time series representation learning" Papers

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TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning

jiexi Liu, Songcan Chen

AAAI 2024paperarXiv:2312.15709
102
citations

TSLANet: Rethinking Transformers for Time Series Representation Learning

Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen et al.

ICML 2024oralarXiv:2404.08472