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3d question answering 1multiview perception 1robotic perception 1training-free methods 1view-aware inference 1

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1 paper

cs.CV2026

ViewMind3D: Modular View-Aware Inference for Training-Free 3D-QA

Ping-Kun Chiang, Kun-Ru Wu, Po-han Li +3

ViewMind3D is a training‑free, modular framework that answers 3D questions by selecting relevant views, grounding objects with language cues, encoding spatial context via a bird's‑…