Soft Geometric Inductive Bias for Object Centric Dynamics.

arXiv:2512.15493v2 Announce Type: replace-cross Abstract: Physical systems are naturally parameterized in terms of geometric entities and their transformations. While exact equivariance can be a powerful inductive bias, real-world applications frequently exhib