Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects

1 code implementation • 16 Jun 2023 • Kexin Zhang, Qingsong Wen, Chaoli Zhang, Rongyao Cai, Ming Jin, Yong liu, James Zhang, Yuxuan Liang, Guansong Pang, Dongjin Song, Shirui Pan

To fill this gap, we review current state-of-the-art SSL methods for time series data in this article.

Anomaly Detection Self-Supervised Learning +2