Backup of
GAN
(No. 6)
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1 (2018-01-09 (Tue) 23:48:57)
2 (2018-02-25 (Sun) 13:41:10)
3 (2018-03-01 (Thu) 11:00:33)
4 (2018-06-07 (Thu) 14:41:06)
5 (2018-08-30 (Thu) 00:18:11)
6 (2019-01-22 (Tue) 17:45:05)
7 (2019-02-18 (Mon) 14:07:34)
8 (2019-02-22 (Fri) 13:37:12)
9 (2019-11-29 (Fri) 01:00:31)
10 (2020-01-24 (Fri) 22:17:05)
11 (2020-02-16 (Sun) 17:39:46)
12 (2020-05-03 (Sun) 22:21:57)
13 (2021-09-05 (Sun) 01:14:28)
14 (2022-06-23 (Thu) 14:53:04)
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
LAPGAN
DCGAN
SRGAN
Super-Resolution
StackGAN
SimGAN
(Apple)
StarGAN
CartoonGAN
その他
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
VAE (Variational Autoencoder)