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Generative Adversarial Network

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GAN(Generative Adversarial Network) Tour

  • This repository is implemented Vanilla GAN, LSGAN, DCGAN, WGAN, WGAN_GP and CGAN

Vanilla GAN [2014. 06]

  • paper : https://arxiv.org/abs/1406.2661
  • see : Newtwork.GAN.GAN
  • gan

LSGAN (Least Square GAN) [2016.11]

  • paper : https://arxiv.org/abs/1611.04076
  • see : Network.GAN.LSGAN
  • lsgan

DCGAN (Deep Convolutional GAN) [2015.11]

  • paper : https://arxiv.org/abs/1511.06434
  • see Network.GAN.DCGAN
  • dcgan

WGAN (Wasserstein GAN) [2017.01]

  • paper : https://arxiv.org/abs/1701.07875
  • see : Network.GAN.WGAN
  • wgan

WGAN GP (Wasserstein GAN Gradient Penalty) [2017.04]

  • paper : https://arxiv.org/pdf/1704.00028.pdf
  • see : Network.GAN.WGAN_GP
  • wgan

CGAN ( Conditional GAN ) [2014.11]

  • paper : https://arxiv.org/abs/1411.1784
  • see : Network.CGAN.CGAN
  • wgan

see also :

    https://colab.research.google.com/drive/1VlwPye9A4ZoEhQctCurllS_BXadri4Qa