Least Squares Generative Adversarial Network
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
gptkb:convolutional_neural_network |
| gptkbp:abbreviation |
gptkb:LSGAN
|
| gptkbp:aimsTo |
generate higher quality images
improve training stability of GANs |
| gptkbp:application |
image generation
image-to-image translation |
| gptkbp:category |
gptkb:artificial_intelligence
deep learning |
| gptkbp:contrastsWith |
vanilla GAN
|
| gptkbp:describedBy |
Least Squares Generative Adversarial Networks (arXiv:1611.04076)
|
| https://www.w3.org/2000/01/rdf-schema#label |
Least Squares Generative Adversarial Network
|
| gptkbp:introducedIn |
2017
|
| gptkbp:lossFunction |
least squares loss
|
| gptkbp:objective |
least squares loss
|
| gptkbp:proposedBy |
gptkb:Zhen_Wang
gptkb:Haoran_Xie gptkb:Qing_Li gptkb:Raymond_Y.K._Lau gptkb:Stephen_Paul_Smolley gptkb:Xudong_Mao |
| gptkbp:bfsParent |
gptkb:LSGAN
|
| gptkbp:bfsLayer |
7
|