Generative Adversarial Networks

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Generative Adversarial Networks
Trofimov Georgiy

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AE
Real Data
MSE

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VAE
Real Data
MSE
Noise

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GAN
1
Noise
0
Real Data

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Conditional GAN

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Latent space

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Neural Photo Editing with Introspective Adversarial Networks

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Neural Photo Editing with Introspective Adversarial Networks

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Neural Photo Editing with Introspective Adversarial Networks

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Unsupervised Cross-Domain Image
Generation

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Unsupervised Cross-Domain Image Generation

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Unsupervised Cross-Domain Image Generation

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StackGAN: Text to Photo-realistic Image Synthesis
with Stacked Generative Adversarial Networks

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StackGAN: Text to Photo-realistic Image Synthesis
with Stacked Generative Adversarial Networks

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StackGAN: Text to Photo-realistic Image Synthesis
with Stacked Generative Adversarial Networks

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Image-to-Image Translation with Conditional Adversarial Networks

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Image-to-Image Translation with Conditional Adversarial Networks

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Image-to-Image Translation with Conditional Adversarial Networks

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Photo-Realistic Single Image Super-Resolution Using a Generative
Adversarial Network

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Photo-Realistic Single Image Super-Resolution Using a Generative
Adversarial Network

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Photo-Realistic Single Image Super-Resolution Using a Generative
Adversarial Network

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Fin