CuMPerLay: Learning Cubical Multiparameter Persistence Vectorizations

Caner Korkmaz, Brighton Nuwagira, Barış Coşkunuzer +1

We present CuMPerLay, a novel differentiable vectorization layer that enables the integration of Cubical Multiparameter Persistence (CMP) into deep learning pipelines. While CMP pr…