多模态大模型

Resilient Multimodal Industrial Surface Defect Detection with Uncertain Sensors Availability

Shuai Jiang, Yunfeng Ma, Jingyu Zhou, Yuan Bian, Yaonan Wang, Min Liu

机构 * School of Artificial Intelligence and Robotics（人工智能与机器人学院） ； National Engineering Research Center for Robot Visual Perception and Control Technology（机器人视觉感知与控制技术国家工程研究中心） ； Hunan University（湖南大学） 纠错

专题命中 跨模态检索 ：multimodal(title,abstract)；cross-modal(abstract)；分类 cs.CV

Comments Accepted to IEEE/ASME Transactions on Mechatronics

Journal ref IEEE/ASME Transactions on Mechatronics, 2025

MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook

Peng Xu, Shengwu Xiong, Jiajun Zhang, Yaxiong Chen, Bowen Zhou, Chen Change Loy, David A. Clifton, Kyoung Mu Lee, Luc Van Gool, Ruiming He, Ruilin Yao, Xinwei Long, Jirui Huang, Kai Tian, Sa Yang, Yihua Shao, Jin Feng, Yue Zhong, Jiakai Zhou, Cheng Tang, Tianyu Zou, Yifang Zhang, Junming Liang, Guoyou Li, Zhaoxiang Wang, Qiang Zhou, Yichen Zhao, Shili Xiong, Hyeongjin Nam, Jaerin Lee, Jaeyoung Chung, JoonKyu Park, Junghun Oh, Kanggeon Lee, Wooseok Lee, Juneyoung Ro, Turghun Osman, Can Hu, Chaoyang Liao, Cheng Chen, Chengcheng Han, Chenhao Qiu, Chong Peng, Cong Xu, Dailin Li, Feiyu Wang, Feng Gao, Guibo Zhu, Guopeng Tang, Haibo Lu, Han Fang, Han Qi, Hanxiao Wu, Haobo Cheng, Hongbo Sun, Hongyao Chen, Huayong Hu, Hui Li, Jiaheng Ma, Jiang Yu, Jianing Wang, Jie Yang, Jing He, Jinglin Zhou, Jingxuan Li, Josef Kittler, Lihao Zheng, Linnan Zhao, Mengxi Jia, Muyang Yan, Nguyen Thanh Thien, Pu Luo, Qi Li, Shien Song, Shijie Dong, Shuai Shao, Shutao Li, Taofeng Xue, Tianyang Xu, Tianyi Gao, Tingting Li, Wei Zhang, Weiyang Su, Xiaodong Dong, Xiao-Jun Wu, Xiaopeng Zhou, Xin Chen, Xin Wei, Xinyi You, Xudong Kang, Xujie Zhou, Xusheng Liu, Yanan Wang, Yanbin Huang, Yang Liu, Yang Yang, Yanglin Deng, Yashu Kang, Ye Yuan, Yi Wen, Yicen Tian, Yilin Tao, Yin Tang, Yipeng Lin, Yiqing Wang, Yiting Xi, Yongkang Yu, Yumei Li, Yuxin Qin, Yuying Chen, Yuzhe Cen, Zhaofan Zou, Zhaohong Liu, Zhehao Shen, Zhenglin Du, Zhengyang Li, Zhenni Huang, Zhenwei Shao, Zhilong Song, Zhiyong Feng, Zhiyu Wang, Zhou Yu, Ziang Li, Zihan Zhai, Zijian Zhang, Ziyang Peng, Ziyun Xiao, Zongshu Li

专题命中 跨模态检索 ：multimodal(title,abstract)；分类 cs.CV

Comments ICCV 2025 MARS2 Workshop and Challenge "Multimodal Reasoning and Slow Thinking in the Large Model Era: Towards System 2 and Beyond''

Semantic-Enhanced Cross-Modal Place Recognition for Robust Robot Localization

Yujia Lin, Nicholas Evans

机构 * Dali University（大理大学） ； Bandırma Onyedi Eylül University（巴尔迪马十一点大学） 纠错

专题命中 跨模态检索 ：cross-modal(title,abstract)；分类 cs.CV

Combating Biomedical Misinformation through Multi-modal Claim Detection and Evidence-based Verification

Mariano Barone, Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato

机构 * University of Naples Federico II（那不勒斯费迪里奇二世大学） ； Northwestern University（西北大学） 纠错

专题命中 跨模态检索 ：multi-modal(title)；分类 cs.CL、cs.AI

Journal ref SIGIR '25: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

Reply with Sticker: New Dataset and Model for Sticker Retrieval

Bin Liang, Bingbing Wang, Zhixin Bai, Qiwei Lang, Mingwei Sun, Kaiheng Hou, Lanjun Zhou, Ruifeng Xu, Kam-Fai Wong

专题命中 跨模态检索 ：cross-modal(abstract)；分类 cs.MM

Journal ref Liang B, Wang B, Bai Z, et al. Reply with Sticker: New Dataset and Model for Sticker Retrieval[J]. IEEE Transactions on Audio, Speech and Language Processing, 2025

LLM Chatbot-Creation Approaches

Hemil Mehta, Tanvi Raut, Kohav Yadav, Edward F. Gehringer

专题命中 跨模态检索 ：multimodal(abstract)

Comments Forthcoming in Frontiers in Education (FIE 2025), Nashville, Tennessee, USA, Nov 2-5, 2025

DiffHash: Text-Guided Targeted Attack via Diffusion Models against Deep Hashing Image Retrieval

Zechao Liu, Zheng Zhou, Xiangkun Chen, Tao Liang, Dapeng Lang

专题命中 跨模态检索 ：multimodal(abstract)