most citedA Firefly Algorithm-based Spectral Fitting Technique for Wavelength Modulation Spectroscopy Systems

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cs.LG2026

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

Tinglan Wang, Haixu Liu, Shaobo Chen +4

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 tw…