From Zero to Cybersecurity Analyst

VQ-VAEs - Neural Discrete Representation Learning - Paper + PyTorch Code Explained

VQ-VAEs - Neural Discrete Representation Learning - Paper + PyTorch Code Explained

Aleksa Gordić - The AI Epiphany via YouTube Direct link

Diving deeper

5 of 11
Previous
Next

5 of 11

Diving deeper

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

VQ-VAEs - Neural Discrete Representation Learning - Paper + PyTorch Code Explained

Automatically move to the next video in the Classroom when playback concludes
  1. 1 Intro
  2. 2 A tangent on autoencoders and VAEs
  3. 3 Motivation behind discrete representations
  4. 4 High-level explanation of VQ-VAE framework
  5. 5 Diving deeper
  6. 6 VQ-VAE loss
  7. 7 PyTorch implementation
  8. 8 KL term missing
  9. 9 Prior autoregressive models
  10. 10 Results
  11. 11 VQ-VAE two

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.