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...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Benton, J, Deligiannidis, G, Doucet, A
Format: Journal article
Sprache:English
Veröffentlicht: Transactions on Machine Learning Research 2024