TimeNet: An Extensible Unified Data Infrastructure for Next-Generation Temporal Foundation Models.

arXiv:2610.04407v1 Announce Type: new Abstract: Temporal Foundation Models (TFMs) aim to generalize across domains, datasets, and tasks. Yet, their development remains constrained by fragmented, task-specific data formats, annotations, and processing pipelines