视觉大模型 / VLM

Text-conditioned State Space Model For Domain-generalized Change Detection Visual Question Answering

Elman Ghazaei, Erchan Aptoula

机构 * Faculty of Engineering and Natural Sciences (VPALab)（工程与自然科学学院（VPALab）） ； Sabanci University（萨班奇大学） 纠错

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

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 视觉问答 ：vision-language model(abstract)；visual question answering(abstract)；分类 cs.AI

GranViT: A Fine-Grained Vision Model With Autoregressive Perception For MLLMs

Guanghao Zheng, Bowen Shi, Mingxing Xu, Ruoyu Sun, Peisen Zhao, Zhibo Zhang, Wenrui Dai, Junni Zou, Hongkai Xiong, Xiaopeng Zhang, Qi Tian

机构 * Shanghai Jiao Tong University（上海交通大学） ； Huawei Inc.（华为公司） 纠错

专题命中 视觉问答 ：visual question answering(abstract)；分类 cs.CV、cs.AI

Comments 21 pages, 6 figures

Towards Comprehensive Scene Understanding: Integrating First and Third-Person Views for LVLMs

Insu Lee, Wooje Park, Jaeyun Jang, Minyoung Noh, Kyuhong Shim, Byonghyo Shim

专题命中 视觉问答 ：vision-language model(abstract)；分类 cs.CV、cs.AI

Comments Accepted to NeurIPS 2025 (Spotlight)