Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
GPTKB entity
Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic_journal
|
| gptkbp:arXivID |
1511.06434
|
| gptkbp:author |
gptkb:Soumith_Chintala
gptkb:Alec_Radford gptkb:Luke_Metz |
| gptkbp:citation |
high (over 20,000 as of 2024)
|
| gptkbp:field |
gptkb:machine_learning
computer vision deep learning |
| gptkbp:focusesOn |
unsupervised learning
representation learning |
| gptkbp:hasMethod |
gptkb:DCGAN
|
| gptkbp:hasModel |
gptkb:Generative_Adversarial_Networks
Deep Convolutional Neural Networks |
| https://www.w3.org/2000/01/rdf-schema#label |
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
|
| gptkbp:influenced |
image synthesis
GAN research representation learning techniques |
| gptkbp:publicationYear |
2015
|
| gptkbp:publishedIn |
gptkb:arXiv
|
| gptkbp:bfsParent |
gptkb:DCGAN
|
| gptkbp:bfsLayer |
6
|