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[VFS 2019] Introduction to GANs - Pixta Vietnam

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Pixta - a young Vietnamese startup - introduced about GANs, which is being applied in their solution.

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[VFS 2019] Introduction to GANs - Pixta Vietnam

  1. 1. Introduction to GANs Tuan Anh Vu, PixtaVietnam October, 2019 VFS-2019 Ref. Ian Goodfellow slides
  2. 2. Sample Generation Training Data (CelebA) Sample Generator (Karras et at, 2017)
  3. 3. 5 years of progress on faces
  4. 4. 2 years of progress on ImageNet
  5. 5. Unsupervised Image-to-image Translation (Liu et al. 2017)
  6. 6. Cycle GAN (Zhu et al. 2017)
  7. 7. Everybody Dance Now (Chan et al. 2018)
  8. 8. GauGAN (Park et al. 2018)
  9. 9. Adversarial Nets Framwork
  10. 10. GAN model
  11. 11. Generator vs Discriminator
  12. 12. Basic Generator
  13. 13. Basic Discriminator
  14. 14. Thank you

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