Denoising Diffusion Probabilistic Models
GPTKB entity
Statements (29)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
gptkb:generative_model |
| gptkbp:abbreviation |
gptkb:DDPM
|
| gptkbp:arXivID |
2006.11239
|
| gptkbp:basedOn |
diffusion process
|
| gptkbp:citation |
high
|
| gptkbp:introduced |
gptkb:Pieter_Abbeel
gptkb:Jonathan_Ho gptkb:Ajay_Jain |
| gptkbp:introducedIn |
2020
|
| gptkbp:notableFor |
gptkb:Stable_Diffusion
gptkb:DALL-E_2 gptkb:Imagen |
| gptkbp:notablePublication |
gptkb:Denoising_Diffusion_Probabilistic_Models
|
| gptkbp:openSource |
gptkb:OpenAI
gptkb:Hugging_Face |
| gptkbp:publishedIn |
gptkb:NeurIPS_2020
|
| gptkbp:relatedTo |
gptkb:Variational_Autoencoders
gptkb:Generative_Adversarial_Networks score-based generative models |
| gptkbp:samplingMethod |
reverse diffusion
|
| gptkbp:trainer |
denoising score matching
|
| gptkbp:url |
https://arxiv.org/abs/2006.11239
|
| gptkbp:usedFor |
image generation
text-to-image synthesis audio generation |
| gptkbp:bfsParent |
gptkb:Jonathan_Ho
|
| gptkbp:bfsLayer |
7
|
| https://www.w3.org/2000/01/rdf-schema#label |
Denoising Diffusion Probabilistic Models
|