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