Enhancing Masked Time-Series Modeling via Dropping Patches

Tianyu Qiu, Yi Xie, Yun Xiong +2

This paper explores how to enhance existing masked time-series modeling by randomly dropping sub-sequence level patches of time series. On this basis, a simple yet effective method…