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TimesURL should be included in PyPOTS, and could start from the imputation task.
@article{liu2024timesurl,
title={{TimesURL}: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning},
author={Liu, Jiexi and Chen, Songcan},
volume={38},
url={https://ojs.aaai.org/index.php/AAAI/article/view/29299},
DOI={10.1609/aaai.v38i12.29299},
number={12},
journal={Proceedings of the AAAI Conference on Artificial Intelligence},
year={2024},
month={Mar.},
pages={13918-13926}
}
2. Check open-source status
The model implementation is publicly available
3. Provide useful information for the implementation
1. Model description
TimesURL should be included in PyPOTS, and could start from the imputation task.
2. Check open-source status
3. Provide useful information for the implementation
https://github.com/Alrash/TimesURL
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