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R. Bainbridge

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#artificial intelligence Open access Mar 2026

Contrastive Metric Learning for Point Cloud Segmentation in Highly Granular Detectors

The results demonstrate that similarity-based representation learning combined with density-based aggregation is a promising alternative to object-centric approaches for point cloud segmentation in highly granular detectors.

Max Marriott-Clarke, Lazar Novakovic, Elizabeth Ratzer et al. · 1 citation

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