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1 result for “SimPool”
SimPool: Towards Topology Based Graph Pooling with Structural Similarity Featurescs.LG

Proposes SimPool for graph pooling using structural similarity features.

problem Challenges in graph pooling due to lack of spatial locality.
method Integrates structural similarity features with a revised pooling layer to propose SimPool.
result SimPool produces node cluster assignments resembling CNN's locality preserving pooling.
graph poolingstructural similaritySimPoolCNNgraph neural networks
2020-06-03abs ↗pdf ↗