Time to Embed: Unlocking Foundation Models for Time Series with Channel Descriptions

Utsav Dutta, Sina Khoshfetrat Pakazad, Henrik Ohlsson

Traditional time series models are task-specific and often depend on dataset-specific training and extensive feature engineering. While Transformer-based architectures have improve…