AI 大模型

大模型推理能力

大模型数学、逻辑、规划、多步推理和测试时计算能力。

2025-09-22 至 2025-09-22 共收录 7 篇信号源：cs.CL, cs.AI, cs.LG

1. 视觉空间推理 7 篇

2509.15490 2025-09-22 cs.CV cs.AI 79%

SmolRGPT: Efficient Spatial Reasoning for Warehouse Environments with 600M Parameters

Abdarahmane Traore, Éric Hervet, Andy Couturier

机构 * Embia, Computer Science Department, Faculty of Science, Université de Moncton（Embia计算机科学系，科学学院，蒙特龙大学）

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

Comments 9 pages, 3 figures, IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)

2509.15249 2025-09-22 cs.GR cs.AI 79%

Causal Reasoning Elicits Controllable 3D Scene Generation

Shen Chen, Ruiyu Zhao, Jiale Zhou, Zongkai Wu, Jenq-Neng Hwang, Lei Li

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

2509.16087 2025-09-22 cs.CV cs.AI 57%

See&Trek: Training-Free Spatial Prompting for Multimodal Large Language Model

Pengteng Li, Pinhao Song, Wuyang Li, Weiyu Guo, Huizai Yao, Yijie Xu, Dugang Liu, Hui Xiong

机构 * HKUST(GZ)（香港科技大学（广州））； KU Leuven（比利时鲁文大学）； EPFL（苏黎世联邦理工学院）； SZU（深圳大学）

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

Comments Accepted by NeurIPS 2025

2506.03642 2025-09-22 cs.CV cs.AI 57%

Spatial Understanding from Videos: Structured Prompts Meet Simulation Data

Haoyu Zhang, Meng Liu, Zaijing Li, Haokun Wen, Weili Guan, Yaowei Wang, Liqiang Nie

机构 * Harbin Institute of Technology (Shenzhen)（哈尔滨工业大学（深圳））； Pengcheng Laboratory（鹏城实验室）； Shandong Jianzhu University（山东建筑大学）

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

Comments Accepted by NeurIPS 2025 as a Spotlight

2509.15772 2025-09-22 cs.CV 50%

Vision-Language Models as Differentiable Semantic and Spatial Rewards for Text-to-3D Generation

Weimin Bai, Yubo Li, Weijian Luo, Wenzheng Chen, He Sun

机构 * Peking University（北京大学）； Xiaohongshu Inc（小红书公司）

专题命中视觉空间推理：reasoning(abstract)

2509.15717 2025-09-22 cs.RO 50%

Imagination at Inference: Synthesizing In-Hand Views for Robust Visuomotor Policy Inference

Haoran Ding, Anqing Duan, Zezhou Sun, Dezhen Song, Yoshihiko Nakamura

机构 * Department of Robotics, Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)（机器人系，Mohamed bin Zayed人工智能大学）

专题命中视觉空间推理：reasoning(abstract)

Comments Submitted to IEEE for possible publication, under review

2509.14967 2025-09-22 cs.RO cs.HC 50%

Affordance-Based Disambiguation of Surgical Instructions for Collaborative Robot-Assisted Surgery

Ana Davila, Jacinto Colan, Yasuhisa Hasegawa

机构 * Nagoya University, Japan（名古屋大学）

专题命中视觉空间推理：reasoning(abstract)

Comments To be presented at the 1st Workshop on Intelligent Cobodied Assistance and Robotic Empowerment (iCARE). 2025 Conference on Robot Learning (CoRL)