大模型推理能力

Euclid's Gift: Enhancing Spatial Perception and Reasoning in Vision-Language Models via Geometric Surrogate Tasks

Shijie Lian, Changti Wu, Laurence Tianruo Yang, Hang Yuan, Bin Yu, Lei Zhang, Kai Chen

机构 * Huazhong University of Science and Technology（华中科技大学） ； Zhongguancun Academy（中关村学院） ； East China Normal University（华东师范大学） ； Zhengzhou University（郑州大学） ； Zhongguancun Institute of Artificial Intelligence（中关村人工智能研究院） 纠错

专题命中 视觉空间推理 ：reasoning(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Graph Query Networks for Object Detection with Automotive Radar

Loveneet Saini, Hasan Tercan, Tobias Meisen

机构 * University of Wuppertal（乌珀塔尔大学） 纠错

专题命中 视觉空间推理 ：reasoning(abstract)；分类 cs.LG

Comments Accepted in WACV 2026 Main Conference

Eq.Bot: Enhance Robotic Manipulation Learning via Group Equivariant Canonicalization

Jian Deng, Yuandong Wang, Yangfu Zhu, Tao Feng, Tianyu Wo, Zhenzhou Shao

机构 * Beijing Key Laboratory of Light Industrial Robot and Safety Verification, Capital Normal University（北京工业机器人与安全验证重点实验室，首都师范大学） ； Department of Computer Science and Technology, Tsinghua University（清华大学计算机科学与技术系） ； School of Software, Beihang University（北航软件学院） 纠错

专题命中 视觉空间推理 ：reasoning(abstract)；分类 cs.AI

Comments 12 pages, 4 figures and 3 tables

One algebra for all : Geometric Algebra methods for neurosymbolic XR scene authoring, animation and neural rendering

Manos Kamarianakis, Antonis Protopsaltis, George Papagiannakis

专题命中 视觉空间推理 ：reasoning(abstract)

Comments 10 pages, 9 Figures

C2F-Space: Coarse-to-Fine Space Grounding for Spatial Instructions using Vision-Language Models

Nayoung Oh, Dohyun Kim, Junhyeong Bang, Rohan Paul, Daehyung Park

专题命中 视觉空间推理 ：reasoning(abstract)

Comments 16 pages, 12 figures