多模态大模型

CT-CLIP: A Multi-modal Fusion Framework for Robust Apple Leaf Disease Recognition in Complex Environments

Lemin Liu, Fangchao Hu, Honghua Jiang, Yaru Chen, Limin Liu, Yongliang Qiao

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

MedAlign: A Synergistic Framework of Multimodal Preference Optimization and Federated Meta-Cognitive Reasoning

Siyong Chen, Jinbo Wen, Jiawen Kang, Tenghui Huang, Xumin Huang, Yuanjia Su, Hudan Pan, Zishao Zhong, Dusit Niyato, Shengli Xie, Dong In Kim

机构 * School of Automation, Guangdong University of Technology（广东工业大学自动化学院） ； College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics（南京航空航天大学计算机科学与技术学院） ； State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangdong Provincial Academy of Chinese Medical Sciences（广东省中医药科学院中医证候重点实验室，广州中医药大学第二附属医院，广东省中医院，广东省中医药科学院） ； College of Computing and Data Science, Nanyang Technological University（南洋理工大学计算机与数据科学学院） ； Department of Electrical and Computer Engineering, Sungkyunkwan University（成均馆大学电子与计算机工程系） 纠错

专题命中 图文多模态 ：multimodal(title,abstract)；分类 cs.AI

Modest-Align: Data-Efficient Alignment for Vision-Language Models

Jiaxiang Liu, Yuan Wang, Jiawei Du, Joey Tianyi Zhou, Mingkun Xu, Zuozhu Liu

机构 * Guangdong Institute of Intelligence Science and Technology（广东智能科学与技术研究院） ； ZJU-Angelalign R&D Center for Intelligence Healthcare（浙大天使align智能医疗研发中心） ； Centre for Frontier AI Research (CFAR)（前沿人工智能研究中心） ； Agency for Science, Technology and Research (A*STAR)（科技研究局） ； Institute of High Performance Computing (IHPC)（高性能计算研究所） 纠错

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

FineRS: Fine-grained Reasoning and Segmentation of Small Objects with Reinforcement Learning

Lu Zhang, Jiazuo Yu, Haomiao Xiong, Ping Hu, Yunzhi Zhuge, Huchuan Lu, You He

机构 * Dalian University of Technology（大连理工大学） ； University of Electronic Science and Technology of China（电子科技大学） ； Tsinghua Shenzhen International Graduate School（清华大学深圳国际graduate school） 纠错

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

Comments Accepted to NeurIPS 2025

VL-SAE: Interpreting and Enhancing Vision-Language Alignment with a Unified Concept Set

Shufan Shen, Junshu Sun, Qingming Huang, Shuhui Wang

机构 * Key Lab of Intell. Info. Process., Inst. of Comput. Tech., CAS（智能信息处理重点实验室，计算技术研究所，中国科学院） ； University of Chinese Academy of Sciences（中国科学院大学） 纠错

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

Comments Accepted by NeurIPS 2025

Knowledge-Driven Vision-Language Model for Plexus Detection in Hirschsprung's Disease

Youssef Megahed, Atallah Madi, Dina El Demellawy, Adrian D. C. Chan

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

Comments Accepted into the ICAAI 2025 - The 9th International Conference on Advances in Artificial Intelligence