AI 大模型

视觉大模型 / VLM

视觉语言模型、视觉推理、视觉问答、图文理解和视觉 grounding。

2025-09-12 至 2025-09-12 共收录 5 篇信号源：cs.CV, cs.AI, cs.LG

1. 视觉推理 5 篇

2509.09013 2025-09-12 cs.CL cs.AI cs.CV 84%

Can Vision-Language Models Solve Visual Math Equations?

Monjoy Narayan Choudhury, Junling Wang, Yifan Hou, Mrinmaya Sachan

机构 * IIIT Bangalore（班加罗尔印度理工学院）； ETH Zürich（苏黎世联邦理工学院）

专题命中视觉推理：vision-language model(title,abstract)；visual reasoning(abstract)；分类 cs.CV、cs.AI

Comments Monjoy Narayan Choudhury and Junling Wang contributed equally to this work. Accepted at EMNLP2025 main. Code and datasets are open-sourced with links in the paper

Journal ref Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing

2505.07815 2025-09-12 cs.RO cs.CV cs.LG 81%

Imagine, Verify, Execute: Memory-guided Agentic Exploration with Vision-Language Models

Seungjae Lee, Daniel Ekpo, Haowen Liu, Furong Huang, Abhinav Shrivastava, Jia-Bin Huang

专题命中视觉推理：vision-language model(title,abstract)；分类 cs.CV、cs.LG

Comments Project webpage: https://ive-robot.github.io/

2509.01106 2025-09-12 cs.AI cs.CV cs.RO 62%

Robix: A Unified Model for Robot Interaction, Reasoning and Planning

Huang Fang, Mengxi Zhang, Heng Dong, Wei Li, Zixuan Wang, Qifeng Zhang, Xueyun Tian, Yucheng Hu, Hang Li

专题命中视觉推理：grounding(abstract)；分类 cs.CV、cs.AI

Comments Tech report. Project page: https://robix-seed.github.io/robix/

2509.09680 2025-09-12 cs.CV cs.CL 57%

FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark

Rongyao Fang, Aldrich Yu, Chengqi Duan, Linjiang Huang, Shuai Bai, Yuxuan Cai, Kun Wang, Si Liu, Xihui Liu, Hongsheng Li

机构 * CUHK（香港中文大学）； HKU（香港大学）； BUAA（北京航空航天大学）； Alibaba（阿里巴巴）

专题命中视觉推理：vision-language model(abstract)；分类 cs.CV

Comments Project page: https://flux-reason-6m.github.io/

2509.09263 2025-09-12 cs.CV 57%

DATE: Dynamic Absolute Time Enhancement for Long Video Understanding

Chao Yuan, Yang Yang, Yehui Yang, Zach Cheng

机构 * Beihang University（北京航空航天大学）； Dcar, ByteDance（字节跳动Dcar部门）； Qfin Holdings,Inc（Qfin控股公司）； MAIS, Institute of Automation, Chinese Academy of Sciences（自动化研究所，中国科学院）

专题命中视觉推理：multimodal large language model(abstract)；分类 cs.CV