These are the self- and semi-supervised learning baselines mentioned in our TPAMI paper "Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification (CA-TCC)" Code is here.
If you found this useful, consider citing our work.
@ARTICLE{catcc,
author={Eldele, Emadeldeen and Ragab, Mohamed and Chen, Zhenghua and Wu, Min and Kwoh, Chee-Keong and Li, Xiaoli and Guan, Cuntai},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
title={Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification},
year={2023},
volume={45},
number={12},
pages={15604-15618},
doi={10.1109/TPAMI.2023.3308189}
}