Enhancing Representation Learning for Periodic Time Series with Floss: A Frequency Domain Regularization Approach

C Yang, X Chen, L Sun, H Yang, Y Wu - arXiv preprint arXiv:2308.01011, 2023 - arxiv.org
Time series analysis is a fundamental task in various application domains, and deep
learning approaches have demonstrated remarkable performance in this area. However …

Enhancing Representation Learning for Periodic Time Series with Floss: A Frequency Domain Regularization Approach

C Yang, X Chen, L Sun, H Yang, Y Wu - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
Time series analysis is a fundamental task in various application domains, and deep
learning approaches have demonstrated remarkable performance in this area. However …