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cs.CV2026
Think-Capture: Active 3D Geometry Acquisition for Spatial Reasoning in Vision-Language Models
Junjie Wang, Zhihao Yuan, Yunhan Tang +7
Vision-Language Models (VLMs) excel at 2D recognition but often fail to maintain consistent 3D relations across sparse viewpoints, leading to spatial hallucinations under occlusion…
cs.AI2026
OneLatent: Single-Token Compression for Visual Latent Reasoning
Bo Lv, Yasheng Sun, Junjie Wang +1
Chain-of-thought (CoT) prompting improves reasoning but often increases inference cost by one to two orders of magnitude. To address these challenges, we present \textbf{OneLatent}…