TSPulse: Tiny Pre-Trained Models with Disentangled Representations for Rapid Time-Series Analysis

Vijay Ekambaram, Subodh Kumar, Arindam Jati +5

Time-series tasks often benefit from signals expressed across multiple representation spaces (e.g., time vs. frequency) and at varying abstraction levels (e.g., local patterns vs.…