视觉大模型 / VLM

RT-VLM: Re-Thinking Vision Language Model with 4-Clues for Real-World Object Recognition Robustness

Junghyun Park, Tuan Anh Nguyen, Dugki Min

专题命中 幻觉与鲁棒性 ：vision language model(title,abstract)；VLM(title,abstract)；分类 cs.CV、cs.AI

VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models

Jen-tse Huang, Jiantong Qin, Jianping Zhang, Youliang Yuan, Wenxuan Wang, Jieyu Zhao

机构 * University of Southern California（南加州大学） ； University of Bristol（布里斯托大学） ； Centre National de la Recherche Scientifique（法国国家科学研究中心） ； University of California, Los Angeles（加州大学洛杉矶分校） 纠错

专题命中 幻觉与鲁棒性 ：vision language model(title)；vision-language model(abstract)；LLaVA(abstract)；分类 cs.CV

Comments Accepted to EMNLP 2025 (Main)

BadPromptFL: A Novel Backdoor Threat to Prompt-based Federated Learning in Multimodal Models

Maozhen Zhang, Mengnan Zhao, Wei Wang, Bo Wang

机构 * School of Information and Communication Engineering, Dalian University of Technology（信息与通信工程学院，大连理工大学） ； School of Computer Science and Technology, Anhui University（计算机科学与技术学院，安徽大学） ； New Laboratory of Pattern Recognition (NLPR) State Key Laboratory of Multimodal Artificial Intelligence Systems (MAIS) Institute of Automation, Chinese Academy of Sciences (CASIA)（模式识别新实验室（NLPR）多模态人工智能系统国家重点实验室（MAIS）自动化研究所，中国科学院（CASIA）） 纠错

专题命中 幻觉与鲁棒性 ：vision-language model(abstract)；分类 cs.AI、cs.LG

Content Generation Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges

Yuan Zhang, Xinfeng Zhang, Xiaoming Qi, Xinyu Wu, Feng Chen, Guanyu Yang, Huazhu Fu

机构 * Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications (Southeast University), Ministry of Education, Nanjing, China（新型一代人工智能技术及其交叉应用重点实验室（东南大学），教育部，南京，中国） ； School of Biomedical Engineering, Tsinghua University（生物医学工程学院，清华大学） ； Department of Biomedical Engineering and Department of Electrical and Computer Engineering, National University of Singapore（生物医学工程系和电子与计算机工程系，新加坡国立大学） ； School of Information Science and Engineering, Southeast University（信息科学与工程学院，东南大学） ； Department of Biostatistics, Center for Global Health, School of Public Health, Nanjing Medical University（流行病学系，全球健康中心，公共卫生学院，南京医科大学） ； Institute of High-Performance Computing, Agency for Science, Technology and Research, Singapore（高性能计算研究所，科技研究局，新加坡） 纠错

专题命中 幻觉与鲁棒性 ：vision-language model(abstract)；分类 cs.CV

Comments 20 pages, 8 figures

Evo-MARL: Co-Evolutionary Multi-Agent Reinforcement Learning for Internalized Safety

Zhenyu Pan, Yiting Zhang, Yutong Zhang, Jianshu Zhang, Haozheng Luo, Yuwei Han, Dennis Wu, Hong-Yu Chen, Philip S. Yu, Manling Li, Han Liu

机构 * Northwestern University（西北大学） ； University of Illinois at Chicago（伊利诺伊大学香槟分校） 纠错

专题命中 幻觉与鲁棒性 ：multimodal large language model(abstract)；分类 cs.AI

Comments accepted by the Trustworthy FMs workshop in ICCV 2025

Towards an Automated Framework to Audit Youth Safety on TikTok

Linda Xue, Francesco Corso, Nicolo' Fontana, Geng Liu, Stefano Ceri, Francesco Pierri

专题命中 幻觉与鲁棒性 ：vision-language model(abstract)

Comments 7 pages, 3 figures, submitted to EMNLP 2025 and ECAT Research Workshop 2025