多模态大模型

Security Tensors as a Cross-Modal Bridge: Extending Text-Aligned Safety to Vision in LVLM

Shen Li, Liuyi Yao, Wujia Niu, Lan Zhang, Yaliang Li

机构 * University of Science and Technology of China（中国科学技术大学） 纠错

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

Comments Codes and data are available at https://github.com/listen0425/Security-Tensors

HAMLET-FFD: Hierarchical Adaptive Multi-modal Learning Embeddings Transformation for Face Forgery Detection

Jialei Cui, Jianwei Du, Yanzhe Li, Lei Gao, Hui Jiang, Chenfu Bao

机构 * Baidu Inc.（百度公司） ； Southeast University（东南大学） ； Tsinghua University（清华大学） 纠错

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

Trust the Model: Compact VLMs as In-Context Judges for Image-Text Data Quality

Daulet Toibazar, Kesen Wang, Sherif Mohamed, Abdulaziz Al-Badawi, Abdulrahman Alfulayt, Pedro J. Moreno

机构 * Humain Riyadh, KSA（利雅得人类，沙特阿拉伯） 纠错

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

MemeBLIP2: A novel lightweight multimodal system to detect harmful memes

Jiaqi Liu, Ran Tong, Aowei Shen, Shuzheng Li, Changlin Yang, Lisha Xu

机构 * Mathematics and Statistics Department, University of Texas at Dallas（德克萨斯大学达拉斯分校数学与统计学系） 纠错

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

Comments 11 pages, 3 figures. Accepted at the First Workshop on Multimodal Knowledge and Language Modeling (MKLM), IJCAI-25

OW-CLIP: Data-Efficient Visual Supervision for Open-World Object Detection via Human-AI Collaboration

Junwen Duan, Wei Xue, Ziyao Kang, Shixia Liu, Jiazhi Xia

机构 * School of Computer Science and Engineering, Central South University（中南大学计算机科学与工程学院） ； School of Software, Tsinghua University（清华大学软件学院） 纠错

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

Comments 9 pages, 11 figures

Egocentric Action-aware Inertial Localization in Point Clouds with Vision-Language Guidance

Mingfang Zhang, Ryo Yonetani, Yifei Huang, Liangyang Ouyang, Ruicong Liu, Yoichi Sato

机构 * The University of Tokyo（东京大学） ； CyberAgent AI Lab（CyberAgent AI实验室） 纠错

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

Comments ICCV 2025

Chimera: Improving Generalist Model with Domain-Specific Experts

Tianshuo Peng, Mingsheng Li, Jiakang Yuan, Hongbin Zhou, Renqiu Xia, Renrui Zhang, Lei Bai, Song Mao, Bin Wang, Aojun Zhou, Botian Shi, Tao Chen, Bo Zhang, Xiangyu Yue

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； MMLab ； College of Future Information Technology, Fudan University（未来信息技术学院，复旦大学） ； Shanghai Jiao Tong University（上海交通大学） ； Shanghai Innovation Institute（上海创新研究院） 纠错

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

Comments Accepted by ICCV-2025, Chimera Homepage: https://alpha-innovator.github.io/chimera_page

VESPA: Towards un(Human)supervised Open-World Pointcloud Labeling for Autonomous Driving

Levente Tempfli, Esteban Rivera, Markus Lienkamp

机构 * Technical University of Munich（慕尼黑技术大学） 纠错

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

SAViL-Det: Semantic-Aware Vision-Language Model for Multi-Script Text Detection

Mohammed-En-Nadhir Zighem, Abdenour Hadid

机构 * Sorbonne Center for Artificial Intelligence, Sorbonne University Abu Dhabi, UAE（索邦人工智能中心，阿布扎比分校，阿联酋） 纠错

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

ATCTrack: Aligning Target-Context Cues with Dynamic Target States for Robust Vision-Language Tracking

X. Feng, S. Hu, X. Li, D. Zhang, M. Wu, J. Zhang, X. Chen, K. Huang

机构 * School of Artificial Intelligence, UCAS（人工智能学院，中国科学院大学） ； The Key Laboratory of Cognition and Decision Intelligence for Complex Systems, CASIA（复杂系统认知与决策智能重点实验室，中国科学院自动化所） ； School of Physical and Mathematical Sciences, NTU（物理与数学科学学院，国立新加坡大学） 纠错

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

Comments Accepted by ICCV2025 Highlight ~

One Last Attention for Your Vision-Language Model

Liang Chen, Ghazi Shazan Ahmad, Tianjun Yao, Lingqiao Liu, Zhiqiang Shen

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

Comments Accepted by ICCV 2025

MUSE-VL: Modeling Unified VLM through Semantic Discrete Encoding

Rongchang Xie, Chen Du, Ping Song, Chang Liu

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

Comments ICCV 2025

Affordance-Guided Reinforcement Learning via Visual Prompting

Olivia Y. Lee, Annie Xie, Kuan Fang, Karl Pertsch, Chelsea Finn

机构 * Stanford University（斯坦福大学） ； Cornell University（康奈尔大学） ； University of California, Berkeley（加州大学伯克利分校） 纠错

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

Comments 8 pages, 6 figures. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2025