TimeFlow: Towards Stochastic-Aware and Efficient Time Series Generation via Flow Matching Modeling

He Panjing, Cheng Mingyue, Li Li +1

Generating high-quality time series data has emerged as a critical research topic due to its broad utility in supporting downstream time series mining tasks. A major challenge lies…