VisionTS++: Cross-Modal Time Series Foundation Model with Continual Pre-trained Vision Backbones

Lefei Shen, Mouxiang Chen, Xu Liu +5

Recent studies have indicated that vision models pre-trained on images can serve as time series foundation models (TSFMs) by reformulating time series forecasting (TSF) as image re…