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Research questionHow should camera views be selected to preserve query-relevant evidence in zero-shot 3D visual grounding?Heuristic view selection may show visible parts of a scene while omitting views that distinguish the object described by the query. The resulting evidence can make comparative grounding unreliable even when relevant visual information exists elsewhere in the scene.
AI
Computer Vision
Machine Learning
Multimodal Models
Latest papersRecent research connected to this question, newest first.Where to Look Matters: Learning Influential Views for VLM-based 3D Visual GroundingApplies to zero-shot VLM-based 3D visual grounding, including candidate-object grounding evaluated on ScanRefer and NR3D. The source compares learned influential-view selection with existing zero-shot pipelines; it does not establish applicability beyond the reported experiments.research paper · Sep 4, 2026
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