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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]]
- [[SinGAN]] (ICCV201 BestPaper)
* 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)