Conditional Generative Adversarial Network
GPTKB entity
Statements (30)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
|
| gptkbp:abbreviation |
gptkb:cGAN
|
| gptkbp:architecture |
generator
discriminator |
| gptkbp:basedOn |
gptkb:convolutional_neural_network
|
| gptkbp:condition |
data
class labels auxiliary information |
| gptkbp:field |
gptkb:artificial_intelligence
computer vision deep learning |
| https://www.w3.org/2000/01/rdf-schema#label |
Conditional Generative Adversarial Network
|
| gptkbp:input |
conditioning variable
random noise vector |
| gptkbp:introduced |
gptkb:Mehdi_Mirza
gptkb:Simon_Osindero |
| gptkbp:introducedIn |
2014
|
| gptkbp:lossFunction |
adversarial loss
|
| gptkbp:notablePublication |
gptkb:Conditional_Generative_Adversarial_Nets_(Mirza_&_Osindero,_2014)
|
| gptkbp:output |
generated data sample
|
| gptkbp:publishedIn |
arXiv preprint arXiv:1411.1784
|
| gptkbp:relatedTo |
gptkb:GAN
gptkb:CycleGAN gptkb:Pix2Pix |
| gptkbp:trainer |
adversarial training
|
| gptkbp:usedFor |
image generation
image-to-image translation text-to-image synthesis |
| gptkbp:bfsParent |
gptkb:Pix2Pix
|
| gptkbp:bfsLayer |
5
|