Rethinking Time Series Domain Generalization via Structure-Stratified Calibration

Jinyang Li, Shuhao Mei, Xiaoyu Xiao +3

For time series arising from latent dynamical systems, existing cross-domain generalization methods commonly assume that samples are comparably meaningful within a shared represent…