Lecture 6 – VQ-VAEs and Image Quality Metrics

Notes

• Box

Recording

• YouTube
• Mediasite

Readings

• Conditional Image Generation with PixelCNN Decoders, van den Oord et al., NeurIPS 2016
• Neural Discrete Representation Learning, van den Oord et al., NeurIPS 2017
• Generating Diverse High-Fidelity Images with VQ-VAE-2, Razavi et al., NeurIPS 2018

Useful Links

• Understanding VQ-VAE by Charlie Snell
• A Review of the Image Quality Metrics used in Image Generative Models by Tabitha Oanda