Measuring Pre-training Data Quality without Labels for Time Series Foundation Models. - Songkang Wen; Vasilii Feofanov; Jianfeng Zhang (CoRR, 2024)

Mantis: Lightweight Calibrated Foundation Model for User-Friendly Time Series Classification. - Vasilii Feofanov; Songkang Wen; Marius Alonso; Romain Ilbert; Hongbo Guo; Malik Tiomoko; Lujia Pan; Jianfeng Zhang; Ievgen Redko (CoRR, 2025)