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Add multi-scale feature aggregation #1

@OMUZ9924

Description

@OMUZ9924

Description

Implement hierarchical graph pooling to capture features at multiple spatial scales.

Tasks

  • Add DiffPool or SAGPool layer
  • Experiment with 2-level and 3-level hierarchies
  • Compare IoU against flat GraphSAGE baseline

References

  • Ying et al. (2018) Hierarchical Graph Representation Learning
  • Lee et al. (2019) Self-Attention Graph Pooling

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