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)

CauKer: classification time series foundation models can be pretrained on synthetic data only. - Shifeng Xie; Vasilii Feofanov; Marius Alonso; Ambroise Odonnat; Jianfeng Zhang; Themis Palpanas; Ievgen Redko (CoRR, 2025)