A single flow-matching model for pairwise and multi-view registration, generalizing across scene scales and sensor modalities.
One generative formulation for point cloud registration and multi-part assembly, learning geometric symmetries without symmetry labels.
A real-world benchmark for aligning 3D scenes across construction and renovation, with large structural and temporal changes.