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) |