Graph Convolutional Networks - GCNs

Graph Convolutional Networks - GCNs

Alfredo Canziani via YouTube Direct link

– Recap from lecture 10 → Graph Transformer Networks GTNs

2 of 10

2 of 10

– Recap from lecture 10 → Graph Transformer Networks GTNs

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Graph Convolutional Networks - GCNs

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  1. 1 – Welcome to class
  2. 2 – Recap from lecture 10 → Graph Transformer Networks GTNs
  3. 3 – Today plan: tensors/representations living on vertices and edges
  4. 4 – Self-learning resources with Xavier Bresson and Jure Leskovec
  5. 5 – Graph Convolutional Networks GCNs
  6. 6 – Connection with Convolutional Nets CNNs on grids
  7. 7 – Residual gated GCNs
  8. 8 – Domain sparsity note
  9. 9 – PyTorch implementation using Deep Graph Library DGL
  10. 10 – And that was it!

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