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。

2025-10-17 至 2025-10-17 共收录 37 篇信号源：cs.CV, cs.AI, cs.LG

1. VLM训练与架构 5 篇

2510.14526 2025-10-17 cs.CV cs.LG 73%

Noise Projection: Closing the Prompt-Agnostic Gap Behind Text-to-Image Misalignment in Diffusion Models

Yunze Tong, Didi Zhu, Zijing Hu, Jinluan Yang, Ziyu Zhao

机构 * Zhejiang University（浙江大学）

专题命中 VLM训练与架构：vision-language model(abstract)；VLM(abstract)；分类 cs.CV、cs.LG

Comments Appendix will be appended soon

2409.17692 2025-10-17 cs.CL cs.AI cs.LG 62%

MIO: A Foundation Model on Multimodal Tokens

Zekun Wang, King Zhu, Chunpu Xu, Wangchunshu Zhou, Jiaheng Liu, Yibo Zhang, Jiashuo Wang, Ning Shi, Siyu Li, Yizhi Li, Haoran Que, Zhaoxiang Zhang, Yuanxing Zhang, Ge Zhang, Ke Xu, Jie Fu, Wenhao Huang

机构 * Beihang University（北航）； M-A-P ； The Hong Kong Polytechnic University（香港理工大学）； AIWaves ； University of Alberta（阿尔伯塔大学）； University of Waterloo（滑铁卢大学）； University of Manchester（曼彻斯特大学）； Chinese Academy of Sciences（中国科学院）； Peking University（北京大学）； Shanghai AI Lab（上海AI实验室）； Nanjing University（南京大学）； Kuaishou Technology（快手科技）

专题命中 VLM训练与架构：multimodal large language model(abstract)；分类 cs.AI、cs.LG

Comments EMNLP 2025 (Oral). Codes and models are available in https://github.com/MIO-Team/MIO

Journal ref EMNLP 2025

2509.15693 2025-10-17 cs.CV cs.MM 57%

SCENEFORGE: Enhancing 3D-text alignment with Structured Scene Compositions

Cristian Sbrolli, Matteo Matteucci

机构 * Department of Electronics, Information and Bioengineering（电子、信息与生物工程系）

专题命中 VLM训练与架构：visual question answering(abstract)；分类 cs.CV

Comments to appear in NeurIPS 2025

2. 其他VLM 4 篇

2510.14866 2025-10-17 cs.CV cs.AI cs.CL 84%

Benchmarking Multimodal Large Language Models for Face Recognition

Hatef Otroshi Shahreza, Sébastien Marcel

专题命中其他VLM ：multimodal large language model(title,abstract)；MLLM(abstract)；分类 cs.CV、cs.AI

2510.13845 2025-10-17 q-bio.NC 82%

Embodiment in multimodal large language models

Akila Kadambi, Lisa Aziz-Zadeh, Antonio Damasio, Marco Iacoboni, Srini Narayanan

专题命中其他VLM ：multimodal large language model(title,abstract)；MLLM(abstract)

2510.13911 2025-10-17 q-bio.QM 71%

OralGPT: A Two-Stage Vision-Language Model for Oral Mucosal Disease Diagnosis and Description

Jia Zhang, Bodong Du, Yitong Miao, Dongwei Sun, Xiangyong Cao

专题命中其他VLM ：vision-language model(title)

2510.13883 2025-10-17 q-bio.NC cs.MA 67%

Large Language Model Agents Enable Autonomous Design and Image Analysis of Microwell Microfluidics

Dinh-Nguyen Nguyen, Sadia Shakil, Raymond Kai-Yu Tong, Ngoc-Duy Dinh

专题命中其他VLM ：multimodal large language model(abstract)；MLLM(abstract)