ERIS: An Energy-Guided Feature Disentanglement Framework for Out-of-Distribution Time Series Classification

Xin Wu, Fei Teng, Ji Zhang +2

An ideal time series classification (TSC) should be able to capture invariant representations, but achieving reliable performance on out-of-distribution (OOD) data remains a core o…