Statements (29)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
deep generative model
|
| gptkbp:architecture |
Markov chain
|
| gptkbp:category |
gptkb:artificial_intelligence
gptkb:machine_learning generative AI |
| gptkbp:citation |
high
|
| gptkbp:fullName |
Denoising Diffusion Probabilistic Model
|
| https://www.w3.org/2000/01/rdf-schema#label |
DDPM
|
| 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
|
| gptkbp:bfsLayer |
7
|