T-SaS: Toward Shift-aware Dynamic Adaptation for Streaming Data

Weijieying Ren, Tianxiang Zhao, Wei Qin +1

In many real-world scenarios, distribution shifts exist in the streaming data across time steps. Many complex sequential data can be effectively divided into distinct regimes that…