Topological Deep Learning: Going Beyond Graph Data

Topological Deep Learning: Going Beyond Graph Data

Valence Labs via YouTube Direct link

- CC-Pooling and CC-Unpooling

8 of 10

8 of 10

- CC-Pooling and CC-Unpooling

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Topological Deep Learning: Going Beyond Graph Data

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  1. 1 - Intro
  2. 2 - Efficient Message Passing Over Long Range
  3. 3 - Neighborhood Functions
  4. 4 - Bridging the Gap Between Higher-Order Domains
  5. 5 - CC-Embeddings: Enriching Domains
  6. 6 - Continous vs. Discrete Neighborhoods
  7. 7 - Intro to Combinatorial Complex Neural Networks
  8. 8 - CC-Pooling and CC-Unpooling
  9. 9 - Mesh Segmentation: Results
  10. 10 - Q+A

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