VQ-GAN

GPTKB entity

Statements (28)
Predicate Object
gptkbp:instanceOf gptkb:model
generative model
gptkbp:architecture gptkb:convolutional_neural_network
gptkbp:developedBy gptkb:CompVis
gptkbp:enables high-fidelity image synthesis
efficient latent space representation
gptkbp:fullName Vector Quantized Generative Adversarial Network
https://www.w3.org/2000/01/rdf-schema#label VQ-GAN
gptkbp:input gptkb:illustrator
gptkbp:introducedIn 2021
gptkbp:notableContributor gptkb:Björn_Ommer
gptkb:Patrick_Esser
gptkb:Robin_Rombach
gptkbp:notablePublication https://arxiv.org/abs/2012.09841
gptkbp:openSource true
gptkbp:output gptkb:illustrator
gptkbp:relatedTo gptkb:GAN
gptkb:VQ-VAE
gptkbp:repository https://github.com/CompVis/taming-transformers
gptkbp:usedFor image generation
image synthesis
gptkbp:usedIn artificial intelligence research
text-to-image synthesis
creative applications
gptkbp:uses adversarial training
vector quantization
gptkbp:bfsParent gptkb:VQ-GAN+CLIP
gptkbp:bfsLayer 7