Rethinking the compositionality of point clouds through regularization in the hyperbolic space

Antonio Montanaro, Diego Valsesia, Enrico Magli

Point clouds of 3D objects exhibit an inherent compositional nature where simple parts can be assembled into progressively more complex shapes to form whole objects. Explicitly cap…