Deep Convolutional Generative Adversarial Network
GPTKB entity
Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
|
| gptkbp:abbreviation |
gptkb:DCGAN
|
| gptkbp:application |
image generation
unsupervised learning representation learning |
| gptkbp:basedOn |
gptkb:convolutional_neural_network
|
| gptkbp:compatibleWith |
fully connected hidden layers
pooling layers |
| gptkbp:component |
generator
discriminator |
| gptkbp:describedBy |
gptkb:Unsupervised_Representation_Learning_with_Deep_Convolutional_Generative_Adversarial_Networks
|
| gptkbp:field |
gptkb:machine_learning
computer vision |
| https://www.w3.org/2000/01/rdf-schema#label |
Deep Convolutional Generative Adversarial Network
|
| gptkbp:influenced |
gptkb:StyleGAN
progressive GANs |
| gptkbp:introduced |
gptkb:Soumith_Chintala
gptkb:Alec_Radford gptkb:Luke_Metz |
| gptkbp:introducedIn |
2015
|
| gptkbp:uses |
convolutional neural networks
batch normalization ReLU activation LeakyReLU activation strided convolutions |
| gptkbp:bfsParent |
gptkb:DCGAN
|
| gptkbp:bfsLayer |
6
|