Unsupervised Representation Learning with Deep Convolutional GANs (Radford et al., 2015)
GPTKB entity
Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic_journal
|
| gptkbp:abbreviation |
gptkb:DCGAN
|
| gptkbp:author |
gptkb:Soumith_Chintala
gptkb:Alec_Radford gptkb:Luke_Metz |
| gptkbp:citation |
highly cited
|
| gptkbp:demonstrates |
unsupervised feature learning with GANs
|
| gptkbp:field |
gptkb:machine_learning
computer vision deep learning |
| gptkbp:focusesOn |
unsupervised learning
|
| https://www.w3.org/2000/01/rdf-schema#label |
Unsupervised Representation Learning with Deep Convolutional GANs (Radford et al., 2015)
|
| gptkbp:influenced |
subsequent GAN research
|
| gptkbp:introduced |
architectural guidelines for stable GAN training
|
| gptkbp:proposedBy |
gptkb:Deep_Convolutional_Generative_Adversarial_Networks
|
| gptkbp:publicationYear |
2015
|
| gptkbp:publishedIn |
gptkb:arXiv
|
| gptkbp:trainer |
gptkb:CelebA
gptkb:CIFAR-10 gptkb:ImageNet gptkb:LSUN |
| gptkbp:url |
https://arxiv.org/abs/1511.06434
|
| gptkbp:bfsParent |
gptkb:generative_adversarial_networks
|
| gptkbp:bfsLayer |
5
|