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gptkbp:instance_of
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gptkb:TV_series
|
|
gptkbp:bfsLayer
|
4
|
|
gptkbp:bfsParent
|
gptkb:Pinarello
|
|
gptkbp:applies_to
|
image generation
text-to-image synthesis
video generation
super-resolution
|
|
gptkbp:challenges
|
evaluation metrics
mode collapse
training instability
|
|
gptkbp:consists_of
|
gptkb:Generative_Adversarial_Networks
|
|
gptkbp:created_by
|
gptkb:Ian_Goodfellow
|
|
gptkbp:first_introduced
|
gptkb:2014
|
|
gptkbp:has_impact_on
|
gptkb:Artificial_Intelligence
computer vision
deep learning
|
|
gptkbp:has_programs
|
gptkb:musician
gptkb:aircraft
gptkb:Photographer
augmented reality
text generation
anomaly detection
art generation
data synthesis
music generation
style transfer
face generation
3 D object generation
|
|
gptkbp:has_variants
|
gptkb:Star_GAN
gptkb:Progressive_Growing_GAN
gptkb:Big_GAN
gptkb:Pix2_Pix
Style GA N2
Style GA N3
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Gan series
|
|
gptkbp:includes
|
gptkb:DCGAN
gptkb:WGAN
gptkb:Cycle_GAN
gptkb:Style_GAN
|
|
gptkbp:related_to
|
gptkb:microprocessor
unsupervised learning
data augmentation
adversarial training
image-to-image translation
|
|
gptkbp:used_in
|
generative modeling
|