How Much Is Enough? A Study on Diffusion Times in Score-Based Generative Models

Score-based diffusion models are a class of generative models whose dynamics is described by stochastic differential equations that map noise into data. While recent works have started to lay down a theoretical foundation for these models, a detailed understanding of the role of the diffusion time T...

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Detalles Bibliográficos
Autores principales: Franzese, Giulio, Rossi, Simone, Yang, Lixuan, Finamore, Alessandro, Rossi, Dario, Filippone, Maurizio, Michiardi, Pietro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10138161/
https://www.ncbi.nlm.nih.gov/pubmed/37190421
http://dx.doi.org/10.3390/e25040633

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10138161/
https://www.ncbi.nlm.nih.gov/pubmed/37190421
http://dx.doi.org/10.3390/e25040633

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