Home

Awesome

Self- and semi-supervised learning baselines

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}
}