Latent Diffusion Models (LDM)

GPTKB entity

Predicate	Object
gptkbp:instanceOf	gptkb:model
gptkbp:advantage	computational efficiency high-quality image generation
gptkbp:architecture	diffusion model
gptkbp:arXivID	2112.10752
gptkbp:author	gptkb:Björn_Ommer gptkb:Andreas_Blattmann gptkb:Dominik_Lorenz gptkb:Patrick_Esser gptkb:Robin_Rombach
gptkbp:category	gptkb:artificial_intelligence gptkb:machine_learning gptkb:generative_model
gptkbp:citation	gptkb:High-Resolution_Image_Synthesis_with_Latent_Diffusion_Models
gptkbp:developedBy	gptkb:CompVis
gptkbp:influenced	gptkb:Stable_Diffusion
gptkbp:input	text prompt
gptkbp:introducedIn	2022
gptkbp:openSource	true
gptkbp:operatesIn	latent space
gptkbp:output	gptkb:illustrator
gptkbp:publishedIn	gptkb:CVPR_2022
gptkbp:relatedTo	gptkb:Stable_Diffusion
gptkbp:repository	https://github.com/CompVis/latent-diffusion
gptkbp:trainer	gptkb:LAION-400M
gptkbp:usedFor	text-to-image generation image synthesis
gptkbp:bfsParent	gptkb:Diffusers
gptkbp:bfsLayer	7
https://www.w3.org/2000/01/rdf-schema#label	Latent Diffusion Models (LDM)