Lecture 7 – Generative Adversarial Networks (GANs)

Notes

• Box

Recording

• YouTube
• Mediasite

Readings

• Foster Chapter 4
• Generative Adversarial Nets, Goodfellow et al., NeurIPS 2014
• Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks, Radford et al., ICLR 2016
• Wasserstein Generative Adversarial Networks, Arjovsky et al., ICML 2017

Useful Links

• Show Me How to GAN by Eryk Salvaggio
• Runway ML instructions for GAN training
• Excavating AI by Kate Crawford and Trevor Paglen
• On the genealogy of machine learning datasets: A critical history of ImageNet by Denton et al.