An Empirical Analysis of VLM-based OOD Detection: Mechanisms, Advantages, and Sensitivity
Yuxiao Lee, Xiaofeng Cao, Wei Ye, Jiangchao Yao, Jingkuan Song, Heng Tao Shen
机构
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School of Artificial Intelligence, Jilin University(吉林大学人工智能学院)
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School of Computer Science and Technology, Tongji University(同济大学计算机科学与技术学院)
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College of Electronic and Information Engineering, Tongji University(同济大学电子与信息工程学院)
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CMIC, Shanghai Jiao Tong University(上海交通大学CMIC)
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Engineering Research Center of Intelligent Finance, Ministry of Education(教育部智能金融工程研究中心)
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Center for Future Media, University of Electronic Science and Technology of China(电子科技大学未来媒体中心)