GPU-Accelerated Computation of Persistent Homology for Topological Analysis of Image Data
arXiv:2610.10959v1 Announce Type: new Abstract: In recent years, persistent homology has seen rapid adoption in deep learning, yet its computation remains a major bottleneck in network training. This paper introduces TopoGPU, a GPU streaming pipeline that computes persistence diagrams of cubical co…
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- 2026-10-09 04:00 · arXiv cs.CV
GPU-Accelerated Computation of Persistent Homology for Topological Analysis of Image Data