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Timer-M1: A Multivariate Time Series Foundation Model via Learning Primitives

Zhang, Haoran et al.
arXiv (All) · Papers
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We introduce Timer-M1, a pretrained multivariate time series foundation model that learns with primitives for zero-shot forecasting. Across domains, time series share elementary temporal and relational patterns, termed primitives, yet differ in how these primitives manifest and evolve across differe
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