A transformer with multiplicity-aware attention preserves permutation invariance, reduces complexity relative to Set Transformer, and improves persistence diagram classification over a PersLay baseline.
Extending persistence using poincar \'e and lefschetz duality
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Multiset Transformer: Advancing Representation Learning in Persistence Diagrams
A transformer with multiplicity-aware attention preserves permutation invariance, reduces complexity relative to Set Transformer, and improves persistence diagram classification over a PersLay baseline.