Complete Neural Networks for Distinguishing Euclidean Point Clouds

Point clouds can be completely determined, up to permutation and rigid motion, by applying the 3-WL graph isomorphism test to the point cloud's centralized Gram matrix. Additionally, a variant of the 2-WL test that incorporates geometric information can also achieve completeness for 3D point clouds.