Decoding Latent Spaces: Assessing the Interpretability of Time Series Foundation Models for Visual Analytics

Inmaculada Santamaria-Valenzuela, Victor Rodriguez-Fernandez, Javier Huertas-Tato +2

The present study explores the interpretability of latent spaces produced by time series foundation models, focusing on their potential for visual analysis tasks. Specifically, we…