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Oscillatory Neural Dynamics over Sheaves

Van Looy, Jan-Willem et al.
arXiv (All) · Papers
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machine-learning
Effective long-range propagation remains a central challenge in graph neural networks, as increasing a model's propagation depth does not guarantee that distant nodes effectively influence each other. Sheaf neural networks enrich graph propagation through matrix-valued transport between stalks; stil
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