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Avantika Rattan

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#machine learning Preprint Sep 2026

GINIO: A Geometric SO(3)-Equivariant Interface for Neural Inertial Odometry

Neural inertial odometry increasingly uses networks as learned measurements inside filtering pipelines. Such measurements should transform consistently under arbitrary IMU mounting conventions: their mean must transform as a vector, and their covariance must transform congruently as a second-order tensor. We present GI...

Chan-Ki Kim, Ming-Han Zhu, Tzu-Yuan Lin et al. · 0 citations

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