AI RESEARCH
SCOPE: Scene-Contextualized Incremental Few-Shot 3D Segmentation
arXiv CS.LG
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ArXi:2603.06572v1 Announce Type: cross Incremental Few-Shot (IFS) segmentation aims to learn new categories over time from only a few annotations. Although widely studied in 2D, it remains underexplored for 3D point clouds. Existing methods suffer from catastrophic forgetting or fail to scenes. We