Error bounds for flow matching methods

<p>Score-based generative models are a popular class of generative modelling techniques relying on stochastic differential equations (SDE). From their inception, it was realized that it was also possible to perform generation using ordinary differential equations (ODE) rather than SDE. This le...

Полное описание

Библиографические подробности
Главные авторы: Benton, J, Deligiannidis, G, Doucet, A
Формат: Journal article
Язык:English
Опубликовано: Transactions on Machine Learning Research 2024