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Efficient Invariant Embeddings for Universal Equivariant Learning

Efficient Invariant Embeddings for Universal Equivariant Learning

Applied Algebraic Topology Network via YouTube Direct link

Invariance

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Invariance

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Efficient Invariant Embeddings for Universal Equivariant Learning

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  1. 1 Introduction
  2. 2 Environment
  3. 3 Variant Networks
  4. 4 Universal Invariant Architecture
  5. 5 Assumptions
  6. 6 Standard Approach
  7. 7 Separating Invariants
  8. 8 Replacing Generators
  9. 9 Example
  10. 10 Invariance
  11. 11 Experiment
  12. 12 Stability
  13. 13 Questions
  14. 14 Phase Retrieval

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