Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
|
| gptkbp:architecture |
gptkb:GAN
|
| gptkbp:author |
gptkb:Karen_Simonyan
gptkb:Andrew_Brock gptkb:Jeff_Donahue |
| gptkbp:citation |
high
|
| gptkbp:developedBy |
gptkb:DeepMind
|
| https://www.w3.org/2000/01/rdf-schema#label |
BigGAN
|
| gptkbp:influenced |
gptkb:StyleGAN
gptkb:BigGAN-Deep |
| gptkbp:introducedIn |
2018
|
| gptkbp:notableFeature |
class-conditional generation
large batch sizes truncation trick |
| gptkbp:notableFor |
high-fidelity image generation
|
| gptkbp:notablePublication |
gptkb:Large_Scale_GAN_Training_for_High_Fidelity_Natural_Image_Synthesis
|
| gptkbp:openSource |
yes
|
| gptkbp:publishedIn |
gptkb:ICLR_2019
|
| gptkbp:repository |
https://github.com/deepmind/deepmind-research/tree/master/biggan
|
| gptkbp:trainer |
gptkb:ImageNet
|
| gptkbp:usedFor |
image synthesis
|
| gptkbp:bfsParent |
gptkb:generative_adversarial_networks
gptkb:convolutional_neural_network |
| gptkbp:bfsLayer |
5
|