【论文】Zooming without Zooming v2: From Seeing Details to Connecting Evidence for Generalizable Multimodal Perception

arXiv 2610.37037 · 22 人推荐 · 附代码 inclusionAI/Zooming-without-Zooming-v2（2 stars）。Multimodal perception forms the foundation of multimodal intelligence. In particular, spatial perception and multimodal long-context understanding are two pivotal tasks that underpin embodied AI and multimodal agents. However, synthesizing targeted, high-quality training data for these tasks remains difficult and costly. Our key insight is that these tasks share an underlying capability, which we call connecting evidence: identifying relevant visual facts, binding them to the correct entities, r