2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Localized Diffusion Models
Georg A. Gottwald, Shuigen Liu, Youssef Marzouk +2
Diffusion models are state-of-the-art tools for various generative tasks. Yet training these models involves estimating high-dimensional score functions, a task that in principle s…
stat.ML2024★ 2 cited
Localized Schrödinger Bridge Sampler
Georg A. Gottwald, Sebastian Reich
We consider the problem of sampling from an unknown distribution for which only a sufficiently large number of training samples are available. In this paper, we build on previous w…
stat.ML2024★ 1 cited
Stable generative modeling using Schrödinger bridges
Georg A. Gottwald, Fengyi Li, Youssef Marzouk +1
We consider the problem of sampling from an unknown distribution for which only a sufficiently large number of training samples are available. Such settings have recently drawn con…