Backup source of GAN(No. 9)

TITLE:GAN（Generative Adversarial Network）
[[DeepLearning]] > [[GAN]]
- はじめてのGAN
--  https://elix-tech.github.io/ja/2017/02/06/gan.html

- Improved Techniques for Training GANs
--  https://arxiv.org/abs/1606.03498

- How to Train a GAN? Tips and tricks to make GANs work
--  https://github.com/soumith/ganhacks

- GAN (敵対的生成ネットワーク) チュートリアル @ NIPS 2016 まとめ　- Ian Goodfellow
--  http://englishforhackers.com/nips-2016-generative-adversarial-networks-tutorial-ian-goodfellow.html

* モデル [#model]

- [[LAPGAN]]
- [[DCGAN]]

- [[SRGAN]] Super-Resolution
-- [[ESRGAN]]
- [[StackGAN]]
- [[SimGAN]] (Apple)
- [[StarGAN]]

- [[CartoonGAN]]

- [[CycleGAN]]
- [[InstaGAN]]

* 応用 [#ra397061]

- 実在しない人の顔写真を無限に生成できるWebサイトが公開。ディープラーニング技術を応用
--  https://japanese.engadget.com/2019/02/17/web/
---   ThisPersonDoesNotExist.com
* その他 [#fa875836]
- Image-to-Image Translation用GAN手法のサーベイ
--   https://staff.aist.go.jp/kanezaki.asako/pdf/Image-to-Image_Translation_GAN.pdf

* 競合 [#rival]

- [[VAE]] (Variational Autoencoder)
Backup source of GAN (No. 9)
