no code implementations • 10 May 2024 • Wenjin Zhang, Keyi Li, Sen yang, Chenyang Gao, Wanzhao Yang, Sifan Yuan, Ivan Marsic
To overcome this limitation and improve SSL performance, we introduce \algo, a novel algorithm that fully utilizes unlabeled data to boost semi-supervised learning.
no code implementations • 6 Jul 2022 • Keyi Li, Sen yang, Travis M. Sullivan, Randall S. Burd, Ivan Marsic
The best model achieved an average F1-score of 0. 67 for 61 activity types.
no code implementations • 15 Mar 2022 • Keyi Li, Sen yang, Travis M. Sullivan, Randall S. Burd, Ivan Marsic
We experimented with different models of representation learning and used the learned model to generate synthetic process data.