Conditional Generative Adversarial Nets
GPTKB entity
Statements (30)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
|
| gptkbp:abbreviation |
gptkb:cGAN
|
| gptkbp:application |
image generation
image-to-image translation text-to-image synthesis |
| gptkbp:architecture |
generator
discriminator |
| gptkbp:basedOn |
gptkb:Generative_Adversarial_Networks
|
| gptkbp:citation |
highly cited
|
| gptkbp:condition |
data
class labels auxiliary information |
| gptkbp:field |
gptkb:artificial_intelligence
deep learning |
| https://www.w3.org/2000/01/rdf-schema#label |
Conditional Generative Adversarial Nets
|
| gptkbp:introduced |
gptkb:Mehdi_Mirza
gptkb:Simon_Osindero |
| gptkbp:introducedIn |
2014
|
| gptkbp:openSource |
gptkb:TensorFlow
gptkb:PyTorch |
| gptkbp:publishedIn |
arXiv preprint arXiv:1411.1784
|
| gptkbp:relatedTo |
gptkb:GAN
gptkb:CycleGAN gptkb:Pix2Pix |
| gptkbp:usedFor |
data augmentation
domain adaptation controlled data generation |
| gptkbp:bfsParent |
gptkb:Conditional_Generative_Adversarial_Nets_(Mirza_&_Osindero,_2014)
gptkb:Conditional_Generative_Adversarial_Nets_(arXiv:1411.1784) |
| gptkbp:bfsLayer |
7
|