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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...
Autores principales: | Franzese, Giulio, Rossi, Simone, Yang, Lixuan, Finamore, Alessandro, Rossi, Dario, Filippone, Maurizio, Michiardi, Pietro |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
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 |
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