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- Intro & Overview
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Self-Supervised Learning - The Dark Matter of Intelligence
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- 1 - Intro & Overview
- 2 - Supervised Learning, Self-Supervised Learning, and Common Sense
- 3 - Predicting Hidden Parts from Observed Parts
- 4 - Self-Supervised Learning for Language vs Vision
- 5 - Energy-Based Models
- 6 - Joint-Embedding Models
- 7 - Contrastive Methods
- 8 - Latent-Variable Predictive Models and GANs
- 9 - Summary & Conclusion
