Progressive Growing of GANs for Improved Quality, Stability, and Variation
URI: https://gptkb.org/entity/Progressive_Growing_of_GANs_for_Improved_Quality,_Stability,_and_Variation
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic_journal
|
| gptkbp:affiliation |
gptkb:NVIDIA
|
| gptkbp:author |
gptkb:Jaakko_Lehtinen
gptkb:Samuli_Laine gptkb:Tero_Karras gptkb:Timo_Aila |
| gptkbp:citation |
over 8000
|
| gptkbp:contribution |
improves training stability of GANs
enables higher resolution image generation improves image synthesis quality introduces progressive growing technique for GANs |
| gptkbp:field |
gptkb:machine_learning
computer vision |
| https://www.w3.org/2000/01/rdf-schema#label |
Progressive Growing of GANs for Improved Quality, Stability, and Variation
|
| gptkbp:method |
progressive training of generator and discriminator
|
| gptkbp:publicationYear |
2018
|
| gptkbp:publishedIn |
gptkb:International_Conference_on_Learning_Representations
|
| gptkbp:relatedTo |
gptkb:Generative_Adversarial_Networks
|
| gptkbp:trainer |
gptkb:CelebA-HQ
gptkb:LSUN |
| gptkbp:url |
https://arxiv.org/abs/1710.10196
|
| gptkbp:bfsParent |
gptkb:Progressive_GAN
|
| gptkbp:bfsLayer |
6
|