2026
ZeroDiff: Zero-Shot Time Series Reconstruction via Informed-Prior Diffusion
ICML 2026poster
Time series modeling increasingly demands high-quality supervision, yet target observations remain scarce—exogenous inputs are broadly available, but target measurements are often unavailable due to cost, infrastructure, or accessibility constraints. Can models trained on observed locations reconstr…