A Path Towards Autonomous Machine Intelligence - Paper Explained

A Path Towards Autonomous Machine Intelligence - Paper Explained

Yannic Kilcher via YouTube Direct link

- Introduction

1 of 11

1 of 11

- Introduction

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A Path Towards Autonomous Machine Intelligence - Paper Explained

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  1. 1 - Introduction
  2. 2 - Main Contributions
  3. 3 - Mode 1 and Mode 2 actors
  4. 4 - Self-Supervised Learning and Energy-Based Models
  5. 5 - Introducing latent variables
  6. 6 - The problem of collapse
  7. 7 - Contrastive vs regularized methods
  8. 8 - The JEPA architecture
  9. 9 - Hierarchical JEPA H-JEPA
  10. 10 - Broader relevance
  11. 11 - Summary & Comments

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