On the Internal Semantics of Time-Series Foundation Models

This study dissects Time-Series Foundation Models to reveal how temporal concepts evolve across layers, exposing fundamental limitations in compositional rea...

Level: advanced

By Atharva Pandey, Abhilash Neog, Gautam Jajoo

Category: research