AINeutralarXiv – CS AI · 18h ago6/10
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CAPruner: Conceptual-Adjacent Scene Graph Pruner for Enhancing 3D Spatial Reasoning of Large Language Models
Researchers propose CAPruner, a scene graph pruning method that enhances how large language models perform 3D spatial reasoning by preserving task-relevant relations rather than relying solely on spatial proximity. The approach combines fuzzy semantic relevance with spatial proximity to identify critical relations, addressing computational inefficiencies in 3D vision-language tasks.