Author

Xulun Ye

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Conference Sep 2026

DyG-Seg: Unsupervised 3D Point Cloud Segmentation via Geometric Manifold Rectification

D-Seg discovers latent semantic structures and significantly outperforms state-of-the-art unsupervised methods, and enforces Spatial Geometric Consistency to rectify structural incompleteness and ensure spatially coherent semantic predictions.

Ben-Yu Wu, Kun Zhou, Xulun Ye · Proceedings of the Thirty-Fi... · 0 citations