Rethinking Prediction Horizons: Decoupling Model Queries from State Updates in Few-Step MeanFlow.

arXiv:2610.20071v1 Announce Type: cross Abstract: MeanFlow predicts interval-average velocities, but conventional few-step sampling ties the interval queried from the model to the duration of the state update. We separate these two quantities at inference, fix