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cs.CV2026
Thinking with Cameras: Active Visual Reasoning via Dynamic Viewpoint Control for Surveillance Video Understanding
Xiao Zhang, Wang Zeng, Sheng Jin +3
Large vision-language models (LVLMs) have recently achieved remarkable progress in general-purpose video understanding. However, their application to real-world surveillance remain…
cs.CV2026
UniCAD: A Unified Benchmark and Universal Model for Multi-Modal Multi-Task CAD
Jingyuan Chen, Sheng Jin, Haopeng Sun +2
Computer-Aided Design (CAD) underpins modern engineering and manufacturing by enabling the creation of precise, editable 3D models. However, CAD research typically studies tasks in…