AI 大模型

多模态大模型

跨文本、图像、视频、音频等模态的大模型与学习方法。

2025-08-29 至 2025-08-29 共收录 5 篇信号源：cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 图文多模态 5 篇

2508.20181 2025-08-29 cs.CV cs.AI cs.CL cs.MM 85%

Mitigating Hallucinations in Multimodal LLMs via Object-aware Preference Optimization

Alberto Compagnoni, Davide Caffagni, Nicholas Moratelli, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara

机构 * University of Modena and Reggio Emilia（摩德纳和雷吉奥艾米利亚大学）

专题命中图文多模态：multimodal(title,abstract)；MLLM(abstract)；分类 cs.CV、cs.CL、cs.AI

Comments BMVC 2025

2508.20691 2025-08-29 cs.CV cs.AI cs.CL cs.LG 85%

MobileCLIP2: Improving Multi-Modal Reinforced Training

Fartash Faghri, Pavan Kumar Anasosalu Vasu, Cem Koc, Vaishaal Shankar, Alexander Toshev, Oncel Tuzel, Hadi Pouransari

机构 * Apple（苹果公司）

专题命中图文多模态：multi-modal(title,abstract)；image-text(abstract)；分类 cs.CV、cs.CL、cs.AI

Comments TMLR August 2025

2508.20243 2025-08-29 cs.CV cs.LG 70%

Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification

Mutahar Safdar, Gentry Wood, Max Zimmermann, Guy Lamouche, Priti Wanjara, Yaoyao Fiona Zhao

专题命中图文多模态：multi-modal(abstract)；cross-modal(abstract)；分类 cs.CV

Comments 46 pages, 33 figures, Submitted to Advanced Engineering Informatics, under revision

2505.10583 2025-08-29 cs.CV cs.CL 62%

Relative Drawing Identification Complexity is Invariant to Modality in Vision-Language Models

Diogo Freitas, Brigt Håvardstun, Cèsar Ferri, Darío Garigliotti, Jan Arne Telle, José Hernández-Orallo

机构 * Interactive Technologies Institute and NOVA LINCS Faculty of Exact Sciences and Engineering University of Madeira Portugal（互动技术研究所和NOVA LINCS精确科学与工程学院马德拉大学）； Department of Informatics University of Bergen Norway（信息学院卑尔根大学挪威）； Valencian Research Institute for Artificial Intelligence Universitat Politècnica de València Spain（瓦伦西亚人工智能研究机构瓦伦西亚理工大学西班牙）； Leverhulme Centre for the Future of Intelligence and Valencian Research Institute for Artificial Intelligence Spain（未来智能中心和瓦伦西亚人工智能研究机构西班牙）

专题命中图文多模态：multimodal(abstract)；分类 cs.CV、cs.CL

Comments 54 pages (42 pages of appendix). Accepted for publication at the ECAI 2025 conference

2505.15576 2025-08-29 cs.CV cs.LG 57%

Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models

Xin Huang, Ruibin Li, Tong Jia, Wei Zheng, Ya Wang

机构 * School of Artificial Intelligence and Software Engineering, Nanyang Normal University, Henan, China（人工智能与软件工程学院，南阳师范学院，河南）； Institute for Artificial Intelligence, Peking University, Beijing, China（人工智能研究院，北京大学，北京）； Collaborative Innovation Center of Intelligent Explosion-proof Equipment, Henan, China（智能防爆设备协同创新中心，河南）

专题命中图文多模态：multimodal(abstract)；分类 cs.CV

Comments Accepted at the International Joint Conference on Artificial Intelligence (IJCAI 2025)