DES-JEPA: Learning a Shared Vocabulary for High-Dimensional Discrete Event Sequences.

arXiv:2610.38445v1 Announce Type: new Abstract: Temporal foundation models such as Chronos and TimesFM generalize across domains through a shared numerical observation space. In contrast, discrete event sequences (DESs), including operational event logs or pat