Parametric Augmentation for Time Series Contrastive Learning

1 code implementation • 16 Feb 2024 • Xu Zheng, Tianchun Wang, Wei Cheng, Aitian Ma, Haifeng Chen, Mo Sha, Dongsheng Luo

In this study, we address this gap by analyzing time series data augmentation using information theory and summarizing the most commonly adopted augmentations in a unified format.

Contrastive Learning Data Augmentation +2