Mingyue-Cheng / TimeMAE

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TimeMAE


Pytorch implementation of paper:

TimeMAE:Self-supervised Representations of Time Series with Decoupled Masked Autoencoders

@article{cheng2023timemae, title={TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders}, author={Cheng, Mingyue and Liu, Qi and Liu, Zhiding and Zhang, Hao and Zhang, Rujiao and Chen, Enhong}, journal={arXiv preprint arXiv:2303.00320}, year={2023} }

Publicly Available Datasets: https://drive.google.com/drive/folders/128bIAabc5G3RzyYTonPZv8RWttuQ7Roh?usp=drive_link

Please don't hesitate to contact me via email (mycheng@ustc.edu.cn) if you have any questions about our work.

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