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Universal Time Series Generation with Neural Controlled Differential Equations
Structured Linear Controlled Differential Equations are universal time-series generators that approximate induced path laws on compact latent sets, and Generative SLiCEs improve probabilistic forecasting and downstream task performance on irregular grids.
Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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