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Topographic VAEs Learn Equivariant Capsules - Machine Learning Research Paper Explained

Topographic VAEs Learn Equivariant Capsules - Machine Learning Research Paper Explained

Yannic Kilcher via YouTube Direct link

- Non-Gaussian Latent Space

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- Non-Gaussian Latent Space

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Topographic VAEs Learn Equivariant Capsules - Machine Learning Research Paper Explained

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  1. 1 - Intro
  2. 2 - Architecture Overview
  3. 3 - Comparison to regular VAEs
  4. 4 - Generative Mechanism Formulation
  5. 5 - Non-Gaussian Latent Space
  6. 6 - Topographic Product of Student-t
  7. 7 - Introducing Temporal Coherence
  8. 8 - Topographic VAE
  9. 9 - Experimental Results
  10. 10 - Conclusion & Comments

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