From Entanglement to Alignment: Representation Space Decomposition for Unsupervised Time Series Domain Adaptation

Rongyao Cai, Ming Jin, Qingsong Wen +1

Domain shift poses a fundamental challenge in time series analysis, where models trained on source domain often fail dramatically when applied in target domain with different yet s…