大模型推理能力 - arXivDaily 专题

2508.13439 2025-08-20 cs.CV cs.AI cs.CL eess.IV 79%

Structured Prompting and Multi-Agent Knowledge Distillation for Traffic Video Interpretation and Risk Inference

Yunxiang Yang, Ningning Xu, Jidong J. Yang

机构 * Smart Mobility and Infrastructure Lab（智能移动与基础设施实验室）； College of Engineering, University of Georgia（工程学院，佐治亚大学）

专题命中视觉空间推理：reasoning(abstract)；chain-of-thought(abstract)；CoT(abstract)；分类 cs.CL、cs.AI

Comments 16 pages, 10 figures, 1 table

2508.13564 2025-08-20 cs.CV cs.AI cs.LG cs.RO 62%

The 9th AI City Challenge

Zheng Tang, Shuo Wang, David C. Anastasiu, Ming-Ching Chang, Anuj Sharma, Quan Kong, Norimasa Kobori, Munkhjargal Gochoo, Ganzorig Batnasan, Munkh-Erdene Otgonbold, Fady Alnajjar, Jun-Wei Hsieh, Tomasz Kornuta, Xiaolong Li, Yilin Zhao, Han Zhang, Subhashree Radhakrishnan, Arihant Jain, Ratnesh Kumar, Vidya N. Murali, Yuxing Wang, Sameer Satish Pusegaonkar, Yizhou Wang, Sujit Biswas, Xunlei Wu, Zhedong Zheng, Pranamesh Chakraborty, Rama Chellappa

机构 * NVIDIA Corporation（NVIDIA公司）； Santa Clara University（圣克拉拉大学）； University at Albany, SUNY（纽约州立大学阿尔巴尼分校）； Iowa State University（爱荷华州立大学）； Woven by Toyota, Japan（日本丰田公司）； United Arab Emirates University（阿拉伯联合酋长国大学）； National Yang-Ming Chiao-Tung University（国家阳明交通大学）； University of Macau（澳门大学）； Indian Institute of Technology Kanpur（印度理工学院坎普尔分校）； Johns Hopkins University（约翰霍普金斯大学）

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

Comments Summary of the 9th AI City Challenge Workshop in conjunction with ICCV 2025

1. 视觉空间推理 2 篇

Structured Prompting and Multi-Agent Knowledge Distillation for Traffic Video Interpretation and Risk Inference

The 9th AI City Challenge