Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
|
| gptkbp:application |
Image-to-image translation
Data augmentation Image generation Super-resolution Text-to-image synthesis |
| gptkbp:architecture |
Generator and Discriminator
|
| gptkbp:basedOn |
gptkb:GAN
|
| gptkbp:condition |
Auxiliary information
|
| gptkbp:field |
gptkb:Machine_Learning
gptkb:artificial_intelligence Deep Learning |
| gptkbp:fullName |
gptkb:Conditional_Generative_Adversarial_Network
|
| https://www.w3.org/2000/01/rdf-schema#label |
cGAN
|
| gptkbp:input |
Data with labels
|
| gptkbp:inventedBy |
gptkb:Mehdi_Mirza
gptkb:Simon_Osindero |
| gptkbp:notablePublication |
https://arxiv.org/abs/1411.1784
|
| gptkbp:output |
Generated data conditioned on labels
|
| gptkbp:publicationYear |
2014
|
| gptkbp:relatedTo |
gptkb:GAN
gptkb:CycleGAN gptkb:Pix2Pix |
| gptkbp:trainer |
Adversarial training
|
| gptkbp:bfsParent |
gptkb:Conditional_Generative_Adversarial_Network
gptkb:Conditional_GAN |
| gptkbp:bfsLayer |
6
|