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Jodi Martin

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#artificial intelligence Preprint Sep 2026

VOIM: Training-Free Open-Vocabulary 3D Instance Mapping for RGB-D and Monocular SLAM

We present Voxel-Grounded Online Instance Manager (VOIM), a training-free voxel-grounded instance manager that builds open-vocabulary 3D instance maps from RGB-D or from monocular RGB alone, a regime no prior training-free system addresses. Online systems typically segment object instances and label them at first detec...

Sangmim Song, S. Kodagoda, Marc G. Carmichael et al. · 0 citations

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