Wasserstein GAN (arXiv:1701.07875)
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic_journal
|
| gptkbp:arXiv_ID |
1701.07875
|
| gptkbp:author |
gptkb:Léon_Bottou
gptkb:Soumith_Chintala gptkb:Martin_Arjovsky |
| gptkbp:citation |
high (thousands)
Generative Adversarial Networks (arXiv:1406.2661) |
| gptkbp:field |
gptkb:artificial_intelligence
deep learning |
| https://www.w3.org/2000/01/rdf-schema#label |
Wasserstein GAN (arXiv:1701.07875)
|
| gptkbp:impact |
Improved stability of GAN training
Introduced Wasserstein distance to GAN training |
| gptkbp:influenced |
WGAN-GP (arXiv:1704.00028)
|
| gptkbp:language |
English
|
| gptkbp:proposedBy |
Wasserstein GAN algorithm
|
| gptkbp:publicationDate |
2017-01-26
|
| gptkbp:subject |
gptkb:machine_learning
gptkb:Generative_Adversarial_Networks Wasserstein distance |
| gptkbp:title |
gptkb:Wasserstein_GAN
|
| gptkbp:url |
https://arxiv.org/abs/1701.07875
|
| gptkbp:bfsParent |
gptkb:Wasserstein_GAN
|
| gptkbp:bfsLayer |
6
|