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 6 篇信号源：cs.CV, cs.AI, cs.LG

1. VLM训练与架构 6 篇

2509.08913 2025-09-12 eess.IV 85%

Generalized User-Oriented Image Semantic Coding Empowered by Large Vision-Language Model

Sin-Yu Huang, Vincent W. S. Wong

专题命中 VLM训练与架构：vision-language model(title,abstract)；VLM(abstract)；LLaVA(abstract)

Comments Accepted by IEEE Global Communications Conference (GLOBECOM), Taipei, Taiwan, Dec. 2025

2509.09064 2025-09-12 cs.CV 79%

Enhancing 3D Medical Image Understanding with Pretraining Aided by 2D Multimodal Large Language Models

Qiuhui Chen, Xuancheng Yao, Huping Ye, Yi Hong

机构 * School of Computer Science, Shanghai Jiao Tong University（上海交通大学计算机科学学院）

专题命中 VLM训练与架构：multimodal large language model(title,abstract)；分类 cs.CV

Comments Accepted by IEEE Journal of Biomedical and Health Informatics (JBHI)

2509.09356 2025-09-12 cs.AI cs.RO 70%

Curriculum-Based Multi-Tier Semantic Exploration via Deep Reinforcement Learning

Abdel Hakim Drid, Vincenzo Suriani, Daniele Nardi, Abderrezzak Debilou

机构 * Department of Electrical Engineering - Mohamed Khider, University of Biskra, Biskra (Algeria)（巴尔克拉大学电子工程系）； Department of Engineering - University of Basilicata, Potenza (Italy)（巴塞里卡大学工程系）； Department of Computer, Control, and Management Engineering ``Antonio Ruberti'', Sapienza University of Rome, Rome (Italy)（罗马萨皮恩扎大学计算机、控制与管理工程系）

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

Comments The 19th International Conference on Intelligent Autonomous Systems (IAS 19), 2025, Genoa

2509.09311 2025-09-12 cs.CV 70%

Image Recognition with Vision and Language Embeddings of VLMs

Illia Volkov, Nikita Kisel, Klara Janouskova, Jiri Matas

机构 * Visual Recognition Group, Faculty of Electrical Engineering, Czech Technical University in Prague（视觉识别组，电气工程学院，布拉格捷克技术大学）

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

2509.08940 2025-09-12 cs.CV 57%

Discovering Divergent Representations between Text-to-Image Models

Lisa Dunlap, Joseph E. Gonzalez, Trevor Darrell, Fabian Caba Heilbron, Josef Sivic, Bryan Russell

专题命中 VLM训练与架构：VLM(abstract)；分类 cs.CV

Comments Accepted to ICCV 2025. Code available at https://github.com/adobe-research/CompCon

2509.09629 2025-09-12 cs.CL 50%

Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing LLM-based Multi-Agent Systems

Minghang Zhu, Zhengliang Shi, Zhiwei Xu, Shiguang Wu, Lingjie Wang, Pengjie Ren, Zhaochun Ren, Zhumin Chen

机构 * Shandong University（山东大学）； Leiden University（莱顿大学）

专题命中 VLM训练与架构：grounding(abstract)

Comments EMNLP 2025 Findings