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Efficient & Geometrically-Smart: Linear Memory SE(2)-Invariant Attention Explained
Fourier-encoded relative pose lets SE(2)-invariant attention use linear rather than quadratic memory, with error below 0.001. Best paper at the RSS 2025 workshop.