Zi-Yi Jia

Fully Test-Time Adaptation for Feature Decrement in Tabular Data

Tabular data is widely adopted in various machine learning tasks. Current tabular data learning mainly focuses on closed environments, while in real-world applications, open environments are often encountered, where distribution shifts and feature decrements occur, leading to severe performance degr