UniCA: Unified Covariate Adaptation for Time Series Foundation Model

Lu Han, Yu Liu, Lan Li +9

Time Series Foundation Models (TSFMs) have achieved remarkable success through large-scale pretraining. However, their design primarily targets real-valued series, limiting their a…