ICML 2026 — 2nd Workshop on Foundation Models for Structured Data · 2026
Poster
REGEN: Reference-Guided Synthetic Multivariate Time Series Generation for Forecasting
Moulik Gupta · Aaditya Jain · Dhruv Kumar · Murari Mandal · Saurabh Deshpande
A generative method that uses a small number of real reference sequences as structural templates to synthesize realistic multivariate time series — useful where real data is scarce.
Research program: Structured Foundational Models
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