Foundation Models for Time Series: A Survey. - Siva Rama Krishna Kottapalli; Karthik Hubli; Sandeep Chandrashekhara; Garima Jain; Sunayana Hubli; Gayathri Botla; Ramesh Doddaiah (CoRR, 2025)