大模型推理能力

CoT-Segmenter: Enhancing OOD Detection in Dense Road Scenes via Chain-of-Thought Reasoning

Jeonghyo Song, Kimin Yun, DaeUng Jo, Jinyoung Kim, Youngjoon Yoo

机构 * Department of Artificial Intelligence, Chung-Ang University（Chung-Ang大学人工智能系） ； Visual Intelligence Lab., ETRI（ETRI视觉智能实验室） ； University of Science and Technology (UST)（科技大学（UST）） ； School of Electronics Engineering, Kyungpook National University（Kyungpook国立大学电子工程学院） 纠错

专题命中 视觉空间推理 ：reasoning(title,abstract)；chain-of-thought(title,abstract)；CoT(title,abstract)

Comments 6 pages, 3 figures. Accepted at IEEE International Conference on Advanced Visual and Signal-Based Systems 2025

MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers

Ziyang Luo, Zhiqi Shen, Wenzhuo Yang, Zirui Zhao, Prathyusha Jwalapuram, Amrita Saha, Doyen Sahoo, Silvio Savarese, Caiming Xiong, Junnan Li

机构 * Salesforce AI Research（Salesforce人工智能研究） 纠错

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

Comments Website: https://mcp-universe.github.io

Tooth-Diffusion: Guided 3D CBCT Synthesis with Fine-Grained Tooth Conditioning

Said Djafar Said, Torkan Gholamalizadeh, Mostafa Mehdipour Ghazi

机构 * Pioneer Centre for AI, Department of Computer Science, University of Copenhagen Research（先锋人工智能中心、计算机科学系、哥本哈根大学研究） 纠错

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

Comments MICCAI 2025 Workshop on Oral and Dental Image Analysis (ODIN)

3D-Generalist: Self-Improving Vision-Language-Action Models for Crafting 3D Worlds

Fan-Yun Sun, Shengguang Wu, Christian Jacobsen, Thomas Yim, Haoming Zou, Alex Zook, Shangru Li, Yu-Hsin Chou, Ethem Can, Xunlei Wu, Clemens Eppner, Valts Blukis, Jonathan Tremblay, Jiajun Wu, Stan Birchfield, Nick Haber

机构 * Stanford University（斯坦福大学） ； Nvidia Research（英伟达研究） 纠错

专题命中 视觉空间推理 ：reasoning(abstract)

Comments project website: https://ai.stanford.edu/~sunfanyun/3d-generalist/