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cs.CV2025
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…
cs.CV2024★ 1 cited
TopOC: Topological Deep Learning for Ovarian and Breast Cancer Diagnosis
Saba Fatema, Brighton Nuwagira, Sayoni Chakraborty +2
Microscopic examination of slides prepared from tissue samples is the primary tool for detecting and classifying cancerous lesions, a process that is time-consuming and requires th…