collaborators

1 paper

cs.AI2026

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

Seokhyun Lee, Jaeho Kim, Changjun Oh +2

Time-series data are inherently multiscale, spanning diverse temporal granularities from coarse trends to fine-scale dynamics. However, existing time-series generative models provi…