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

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[VFS 2019] Introduction to GANs - Pixta Vietnam