Finite-Particle Convergence Rates for Conservative and Non-Conservative Drifting Models

by [unverified] · free · Last verified 2026-06-17T08:42:24.044Z

We propose and analyze a conservative drifting method for one-step generative modeling. The method replaces the original displacement-based drifting velocity by a kernel density estimator (KDE)-gradient velocity, namely the difference of the kernel-smoothed data score and the kernel-smoothed mode...