Statements (28)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
|
| gptkbp:abbreviation |
gptkb:cGAN
|
| gptkbp:application |
image generation
data augmentation image-to-image translation super-resolution text-to-image synthesis |
| gptkbp:architecture |
generator
discriminator |
| gptkbp:basedOn |
gptkb:GAN
|
| gptkbp:field |
gptkb:artificial_intelligence
gptkb:machine_learning deep learning |
| https://www.w3.org/2000/01/rdf-schema#label |
Conditional GAN
|
| gptkbp:input |
conditional variable
random noise |
| gptkbp:introducedIn |
2014
|
| gptkbp:inventedBy |
gptkb:Mehdi_Mirza
gptkb:Simon_Osindero |
| gptkbp:notablePublication |
gptkb:Conditional_Generative_Adversarial_Nets_(arXiv:1411.1784)
|
| gptkbp:output |
generated data
|
| gptkbp:relatedTo |
gptkb:StyleGAN
gptkb:CycleGAN gptkb:Pix2Pix |
| gptkbp:trainer |
adversarial training
|
| gptkbp:uses |
conditional information
|
| gptkbp:bfsParent |
gptkb:generative_adversarial_networks
|
| gptkbp:bfsLayer |
5
|