Generative Adversarial Network

Two competing networks: Generator vs Discriminator

→ Generator creates fake data, Discriminator detects fakes → Training through adversarial process → nvidia-ai-playground demos GAN applications → Used for image synthesis, style transfer

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*References

• GAN Paper - Goodfellow et al
• GAN Tutorial - NIPS 2016 #ml-notes