Temporal Structure Matters for Efficient Test-Time Adaptation in Wearable Human Activity Recognition

Zishu Zhou, Zaipeng Xie, Xuanyao Jie

Wearable human activity recognition (WHAR) models often suffer from performance degradation under real-world cross-user distribution shifts. Test-time adaptation (TTA) mitigates th…