TSGM: Regular and Irregular Time-series Generation using Score-based Generative Models

Haksoo Lim, Jaehoon Lee, Sewon Park +2

Score-based generative models (SGMs) have demonstrated unparalleled sampling quality and diversity in numerous fields, such as image generation, voice synthesis, and tabular data s…