"time series foundation models" Papers

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Investigating Hallucinations of Time Series Foundation Models through Signal Subspace Analysis

Yufeng Zou, Zijian Wang, Diego Klabjan et al.

NeurIPS 2025poster

Towards Neural Scaling Laws for Time Series Foundation Models

Qingren Yao, Chao-Han Huck Yang, Renhe Jiang et al.

ICLR 2025posterarXiv:2410.12360

Unified Transferability Metrics for Time Series Foundation Models

Weiyang Zhang, Xinyang Chen, Xiucheng Li et al.

NeurIPS 2025oral