TimeTok: Granularity-Controllable Time-Series Generation via Hierarchical Tokenization.

arXiv:2605.01418v2 Announce Type: replace Abstract: Time-series data are inherently multiscale, spanning diverse temporal granularities from coarse trends to fine-scale dynamics. However, existing time-series generative models provide limited control over the