ICLR2025

PPT: Patch Order Do Matters In Time Series Pretext Task

Jaeho Kim, Kwangryeol Park, Sukmin Yun, Seulki Lee

Abstract

Index 1. Introduction • Challenges in Self-Supervised Time Series. Methodology • PPT: Patch order do matters for time series. • Consistency and contrastive order learning. • ACF-CoS metric. Results Conclusion