TRACE: A Temporal Conditional Estimation for Multimodal Time Series Foundation Models 事件

TRACE: A Temporal Conditional Estimation for Multimodal Time Series Foundation Models arXiv:2606.06285v1 Announce Type: new Abstract: Time series foundation models (TS-FMs) aim to learn generalizable temporal representations that can be adapted to a wide range of downstream tasks. In real-world multimodal settings, time series are frequently affected by temporal misalignment and partial modality missingness, where different modalities are observed at heterogeneous time scales or are partially a