Soft Geometric Inductive Bias for Object Centric Dynamics

Hampus Linander, Conor Heins, Alexander Tschantz +2

Equivariance is a powerful prior for learning physical dynamics, yet exact group equivariance can degrade performance if the symmetries are broken. We propose object-centric world…