Week 15: GANs

DATA 442/642 · Week 15

Module 6 — GANs

Notes

• 15.1 Introduction to GANs(slides)
• 15.2 Notes on GANs(slides)
• 15.3 Evaluating GANs(slides)

Additional

• CNNs(PDF)
• Recurrent neural networks(PDF)
• Pretraining(PDF)
• Fine-tuning(PDF)
• Transfer learning(PDF)
• Self-supervised learning(PDF)
• One-shot learning(PDF)

Discussion

• What two networks are playing the GAN game, and what does each want?
• Name one way to tell a GAN sample from a training point besides looking at it.