Statements (57)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:television_channel
|
| gptkbp:allows |
mode collapse
training instability multi-domain image translation |
| gptkbp:architectural_style |
gptkb:Cycle_GAN
|
| gptkbp:based_on |
GA Ns
|
| gptkbp:can_be |
facial attributes
|
| gptkbp:can_create |
realistic images
|
| gptkbp:developed_by |
gptkb:University
|
| gptkbp:has_programs |
art generation
photo editing style transfer |
| https://www.w3.org/2000/01/rdf-schema#label |
Star GAN
|
| gptkbp:improves |
image quality
|
| gptkbp:introduced |
gptkb:2018
|
| gptkbp:is_cited_in |
research articles
academic papers |
| gptkbp:is_discussed_in |
workshops
conferences seminars |
| gptkbp:is_documented_in |
research papers
tutorials technical reports |
| gptkbp:is_evaluated_by |
gptkb:Celeb_A_dataset
user studies quantitative metrics CUB dataset Ra FD dataset |
| gptkbp:is_implemented_in |
gptkb:Graphics_Processing_Unit
gptkb:Py_Torch |
| gptkbp:is_influenced_by |
gptkb:Cycle_GAN
gptkb:Pix2_Pix Conditional GA Ns |
| gptkbp:is_known_for |
attribute manipulation
domain adaptation |
| gptkbp:is_part_of |
AI research community
AI conferences image synthesis techniques machine learning workshops computer vision symposiums |
| gptkbp:is_related_to |
gptkb:viewpoint
gptkb:Deep_Learning Image Processing |
| gptkbp:is_supported_by |
community contributions
open-source implementations |
| gptkbp:is_used_for |
image-to-image translation
age transformation facial expression transfer gender swapping |
| gptkbp:is_used_in |
research projects
commercial applications |
| gptkbp:requires |
large datasets
computational resources |
| gptkbp:training |
unpaired datasets
|
| gptkbp:utilizes |
adversarial training
|
| gptkbp:bfsParent |
gptkb:Cycle_GAN
|
| gptkbp:bfsLayer |
4
|