TUN: Detecting Significant Points in Persistence Diagrams with Deep Learning

Yu Chen, Hongwei Lin

Persistence diagrams (PDs) provide a powerful tool for understanding the topology of the underlying shape of a point cloud. However, identifying which points in PDs encode genuine…