Denoising Diffusion Probabilistic Models

URI: https://gptkb.org/entity/Denoising_Diffusion_Probabilistic_Models
GPTKB entity
Statements (33)
Predicate Object
gptkbp:instanceOf gptkb:model
generative model
gptkbp:abbreviation gptkb:DDPM
gptkbp:arXivID 2006.11239
gptkbp:basedOn diffusion process
gptkbp:citation high
https://www.w3.org/2000/01/rdf-schema#label Denoising Diffusion Probabilistic Models
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:Denoising_Diffusion_Probabilistic_Models_(DDPM)
gptkb:Image-to-Image_Diffusion
gptkb:Latent_Diffusion_Models
gptkb:Jonathan_Ho
gptkb:Diffusion_Model
gptkbp:bfsLayer 7