generative adversarial networks
GPTKB entity
Statements (55)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:software_framework
|
| gptkbp:allows |
overfitting
resource consumption data bias interpretability |
| gptkbp:based_on |
adversarial training
|
| gptkbp:can_create |
audio samples
artistic images realistic images 3 D models |
| gptkbp:challenges |
evaluation metrics
mode collapse training instability |
| gptkbp:composed_of |
gptkb:Pokémon
discriminator |
| gptkbp:developed_by |
gptkb:Ian_Goodfellow
|
| gptkbp:has_impact_on |
gptkb:musical
gptkb:education gptkb:museum gptkb:battle gptkb:Research_Institute healthcare gaming creative industries |
| gptkbp:has_programs |
gptkb:Artificial_Intelligence
computer vision natural language processing |
| gptkbp:has_variants |
gptkb:Cycle_GAN
gptkb:Pix2_Pix gptkb:Style_GAN conditional GA Ns |
| https://www.w3.org/2000/01/rdf-schema#label |
generative adversarial networks
|
| gptkbp:influenced_by |
gptkb:battle
|
| gptkbp:introduced |
gptkb:2014
|
| gptkbp:is_explored_in |
gptkb:academic_conferences
tutorials workshops online courses |
| gptkbp:is_part_of |
artificial intelligence research
deep learning frameworks machine learning community |
| gptkbp:is_used_for |
data augmentation
image generation text-to-image synthesis video generation |
| gptkbp:is_used_in |
research papers
open-source projects commercial applications |
| gptkbp:related_to |
gptkb:microprocessor
deep learning unsupervised learning |
| gptkbp:requires |
large datasets
computational power |
| gptkbp:bfsParent |
gptkb:Batch_Normalization
|
| gptkbp:bfsLayer |
4
|