no code implementations • 24 May 2024 • Jeremiah Birrell, Markos A. Katsoulakis, Luc Rey-Bellet, Benjamin Zhang, Wei Zhu
We present a novel method for training score-based generative models which uses nonlinear noising dynamics to improve learning of structured distributions.
no code implementations • NeurIPS Workshop ICBINB 2021 • Benjamin Zhang, Tuhin Sahai, Youssef Marzouk
Given a target distribution and a reference stochastic differential equation (SDE), the Doob $h$-transform produces a controlled stochastic process whose marginal at a finite time $T$ will be equal to the target distribution.
