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gptkbp:instanceOf
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gptkb:deep_generative_model
|
|
gptkbp:architecture
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gptkb:Markov_chain
|
|
gptkbp:category
|
gptkb:artificial_intelligence
gptkb:machine_learning
generative AI
|
|
gptkbp:citation
|
high
|
|
gptkbp:fullName
|
Denoising Diffusion Probabilistic Model
|
|
gptkbp:input
|
gptkb:music
|
|
gptkbp:inspiredBy
|
nonequilibrium thermodynamics
|
|
gptkbp:introduced
|
gptkb:Pieter_Abbeel
gptkb:Jonathan_Ho
gptkb:Ajay_Jain
gptkb:Denoising_Diffusion_Probabilistic_Models
|
|
gptkbp:openSource
|
gptkb:GitHub
|
|
gptkbp:output
|
gptkb:illustrator
|
|
gptkbp:platform
|
probabilistic modeling
|
|
gptkbp:publicationYear
|
2020
|
|
gptkbp:relatedTo
|
score-based generative models
diffusion models
|
|
gptkbp:trainer
|
variational inference
denoising score matching
|
|
gptkbp:usedBy
|
gptkb:Stable_Diffusion
gptkb:DALL-E_2
gptkb:Imagen
|
|
gptkbp:usedFor
|
image generation
generative modeling
|
|
gptkbp:bfsParent
|
gptkb:Department_of_Disaster_Prevention_and_Mitigation
gptkb:Denoising_Diffusion_Probabilistic_Models
|
|
gptkbp:bfsLayer
|
8
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
DDPM
|