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Unsupervised Learning of Group Invariant and Equivariant Representations

Unsupervised Learning of Group Invariant and Equivariant Representations

Valence Labs via YouTube Direct link

- Intro

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- Intro

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Unsupervised Learning of Group Invariant and Equivariant Representations

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  1. 1 - Intro
  2. 2 - Motivation: Symmetry in Data
  3. 3 - Defining Representations and Equivariance
  4. 4 - Unsupervised Invariant Representation Learning
  5. 5 - Q+A
  6. 6 - Some Practical Examples for Groups
  7. 7 - Examples and Results for Graphs
  8. 8 - Results: E3 and Sn Symmetry
  9. 9 - Q+A

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