Mitigating Data Scarcity in Time Series Analysis: A Foundation Model with Series-Symbol Data Generation
Published in February 25, 2025
We pre-trained the time series base model on a large-scale synthetic dataset and achieved SOTA performance on five major time series analysis tasks.
Recommended citation: Wang W, Wu K, Li Y B, et al. Mitigating Data Scarcity in Time Series Analysis: A Foundation Model with Series-Symbol Data Generation[J]. arXiv preprint arXiv:2502.15466, 2025.
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