Invaria: Learning Scale and Density Invariance in Point Clouds via Next-Resolution Prediction
DGX agentarXiv:2605.15923v1 Announce Type: new Abstract: Modern image encoders achieve high generalization by decoupling semantic meaning from resolution, an ability yet to be fully realized in the 3D domain.