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Concept information

NLP methods and tools > model > statistical model > foundation model > diffusion probabilistic model
NLP methods and tools > statistics > statistical model > foundation model > diffusion probabilistic model

Preferred term

diffusion probabilistic model  

Definition

  • A probabilistic inference-based generative model, which generates new samples by modeling the probability distribution of the data and random sampling. (Yi et al. "Diffusion models in text generation: a survey" (23 Feb 2024). PeerJ computer Science. Available at https://peerj.com/articles/cs-1905/ (Accessed on 7 Oct 2024))

Broader concept

Synonym(s)

  • diffusion model
  • latent diffusion model
  • LDM
  • score-based generative model

In other languages

URI

http://data.loterre.fr/ark:/67375/8LP-GLQ6XRLK-N

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RDF/XML TURTLE JSON-LD Created 10/7/24, last modified 10/17/24