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Hakjin Lee

2 accepted papers

2026

Distributional Stability of Tangent-Linearized Gaussian Inference on Smooth Manifolds

RA-L 2026

Gaussian inference on smooth manifolds is central to robotics, but exact marginalization and conditioning are generally non-Gaussian and geometry-dependent. We study tangent-linearized Gaussian inference and derive explicit non-asymptotic <inline-formula><tex-math notation="LaTeX">$W_{2}$</tex-math>

Cited by 0SourcecodeScholar
2026

You Only Pose Once: A Minimalist's Detection Transformer for Monocular RGB Category-Level 9D Multi-Object Pose Estimation

ICRA 2026poster

Accurately recovering the full 9-DoF pose of unseen instances within specific categories from a single RGB image remains a core challenge for robotics and automation. Most existing solutions still rely on pseudo-depth, CAD models, or multi-stage cascades that separate 2D detection from pose estimati…