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Preprint Oct 2026

ROSETTA: Rotation Subspace Estimation for Training-free Transmodal Alignment

When a query must be matched against a database built with a different sensor or processed by a different encoder, the independently trained encoders impose distinct coordinate systems on the feature space. No canonical reference frame exists to which all encoders can be aligned, and no single training procedure has fu...

A. Lee · 0 citations
Preprint Sep 2026

Degeneracy-Orthogonal Geometric Constraints for LiDAR SLAM

Autonomous robot navigation relies on simultaneous localization and mapping (SLAM) to estimate motion and maintain an accurate pose within an environment. However, in axially uniform corridors such as long tunnels and pipelines, LiDAR odometry is fundamentally limited by unconstrained drift along the feature-weak trave...

Minseo Kim, Yina Kim, Jin-Suk Hwang et al. · 0 citations

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