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。

2025-10-20 至 2025-10-20 共收录 5 篇信号源：cs.CL, cs.AI, cs.LG

1. 视觉空间推理 5 篇

2506.17462 2025-10-20 cs.RO cs.AI cs.CV 83%

General-Purpose Robotic Navigation via LVLM-Orchestrated Perception, Reasoning, and Acting

Bernard Lange, Anil Yildiz, Mansur Arief, Shehryar Khattak, Mykel Kochenderfer, Georgios Georgakis

机构 * Stanford University（斯坦福大学）； Jet Propulsion Laboratory（喷气推进实验室）； California Institute of Technology（加州理工学院）

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

2509.13031 2025-10-20 cs.CV cs.AI 79%

Perception Before Reasoning: Two-Stage Reinforcement Learning for Visual Reasoning in Vision-Language Models

Yan Chen, Long Li, Teng Xi, Long Zeng, Jingdong Wang

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

2502.17092 2025-10-20 cs.CV cs.CL 57%

Shakti-VLMs: Scalable Vision-Language Models for Enterprise AI

Syed Abdul Gaffar Shakhadri, Kruthika KR, Kartik Basavaraj Angadi

机构 * SandLogic Technologies Pvt Ltd（沙德逻辑技术 Pvt Ltd）

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

2510.15831 2025-10-20 cs.CV 50%

VISTA: A Test-Time Self-Improving Video Generation Agent

Do Xuan Long, Xingchen Wan, Hootan Nakhost, Chen-Yu Lee, Tomas Pfister, Sercan Ö. Arık

机构 * Google（谷歌）

专题命中视觉空间推理：reasoning(abstract)

2507.07299 2025-10-20 cs.RO cs.CV 50%

MLFM: Multi-Layered Feature Maps for Richer Language Understanding in Zero-Shot Semantic Navigation

Sonia Raychaudhuri, Enrico Cancelli, Tommaso Campari, Lamberto Ballan, Manolis Savva, Angel X. Chang

机构 * Simon Fraser University（西蒙弗雷泽大学）； University of Padova（帕多瓦大学）； Fondazione Bruno Kessler (FBK)（布鲁诺·克塞勒基金会）； Alberta Machine Intelligence Institute (Amii)（阿尔伯塔人工智能研究所）

专题命中视觉空间推理：reasoning(abstract)