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gptkbp:instanceOf
|
generative adversarial network architecture
|
|
gptkbp:application
|
data augmentation
art generation
deepfake generation
artificial portrait creation
|
|
gptkbp:basedOn
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gptkb:GAN
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gptkbp:citation
|
high
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|
gptkbp:developedBy
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gptkb:NVIDIA
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gptkbp:followedBy
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gptkb:StyleGAN2
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|
https://www.w3.org/2000/01/rdf-schema#label
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StyleGAN architecture
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gptkbp:influenced
|
gptkb:StyleGAN2
gptkb:StyleGAN3
image synthesis research
|
|
gptkbp:introduced
|
gptkb:Samuli_Laine
gptkb:Tero_Karras
gptkb:Timo_Aila
|
|
gptkbp:introducedIn
|
2018
|
|
gptkbp:notableFeature
|
adaptive instance normalization
progressive growing
style mixing
style-based generator architecture
mapping network
stochastic variation
|
|
gptkbp:notablePublication
|
gptkb:A_Style-Based_Generator_Architecture_for_Generative_Adversarial_Networks
https://arxiv.org/abs/1812.04948
|
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gptkbp:openSource
|
yes
|
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gptkbp:publishedIn
|
gptkb:arXiv
|
|
gptkbp:repository
|
https://github.com/NVlabs/stylegan
|
|
gptkbp:usedFor
|
image synthesis
face generation
artificial image generation
|
|
gptkbp:bfsParent
|
gptkb:A_Style-Based_Generator_Architecture_for_Generative_Adversarial_Networks_(Karras_et_al.,_2019)
|
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gptkbp:bfsLayer
|
6
|