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检索条件"机构=Software Engineering with Multimedia"
1400 条 记 录,以下是71-80 订阅
排序:
Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning  30
Soft-Prompting with Graph-of-Thought for Multi-modal Represe...
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Joint 30th International Conference on Computational Linguistics and 14th International Conference on Language Resources and Evaluation, LREC-COLING 2024
作者: Yang, Juncheng Li, Zuchao Xie, Shuai Yu, Wei Li, Shijun Du, Bo School of Computer Science Wuhan University Hubei Wuhan China National Engineering Research Center for Multimedia Software Hubei Wuhan China School of Electronic Information Engineering Henan Polytechnic Institute Henan Nanyang China JD Explore Academy Beijing China
The chain-of-thought technique has been received well in multi-modal tasks. It is a step-by-step linear reasoning process that adjusts the length of the chain to improve the performance of generated prompts. However, ... 详细信息
来源: 评论
Empowering visible-infrared person re-identification with large foundation models  24
Empowering visible-infrared person re-identification with la...
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Proceedings of the 38th International Conference on Neural Information Processing Systems
作者: Zhangyi Hu Bin Yang Mang Ye National Engineering Research Center for Multimedia Software School of Computer Science Wuhan University Wuhan China
Visible-Infrared Person Re-identification (VI-ReID) is a challenging cross-modal retrieval task due to significant modality differences, primarily resulting from the absence of color information in the infrared modali...
来源: 评论
Sample complexity for distributionally robust learning under χ2-divergence
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The Journal of Machine Learning Research 2023年 第1期24卷 10845-10871页
作者: Zhengyu Zhou Weiwei Liu School of Computer Science National Engineering Research Center for Multimedia Software Institute of Artificial Intelligence Hubei Key Laboratory of Multimedia and Network Communication Engineering Wuhan University Wuhan China
This paper investigates the sample complexity of learning a distributionally robust predictor under a particular distributional shift based on χ2-divergence, which is well known for its computational feasibility and ... 详细信息
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Adversarial Guided Gradient Estimation Hashing for Cross-modal Retrieval  8
Adversarial Guided Gradient Estimation Hashing for Cross-mod...
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8th IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2022
作者: Lu, Kangkang Liang, Meiyu Xue, Zhe Cao, Xiaowen Yin, Mengran Zhao, Zehua Beijing University of Posts and Telecommunications Beijing Key Laboratory of Intelligent Communication Software and Multimedia School of Computer Science National Pilot Software Engineering School Beijing100876 China
Due to low storage cost and fast query speed, deep hashing methods are widely used in cross-modal retrieval. However, the 'heterogeneous gap' between multi-modal data is still a challenge. Moreover, a major di... 详细信息
来源: 评论
Cross-modal Search Method of Technology Video based on Adversarial Learning and Feature Fusion  8
Cross-modal Search Method of Technology Video based on Adver...
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8th IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2022
作者: Liu, Xiangbin Du, Junping Liang, Meiyu Li, Ang Beijing University of Posts and Telecommunications Beijing Key Laboratory of Intelligent Communication Software and Multimedia School of Computer Science National Pilot Software Engineering School Beijing100876 China
Technology videos contain rich multi-modal information. In cross-modal information search, the data features of different modalities cannot be compared directly, so the semantic gap between different modalities is a k... 详细信息
来源: 评论
Coverage-Guaranteed Prediction Sets for Out-of-Distribution Data
arXiv
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arXiv 2024年
作者: Zou, Xin Liu, Weiwei School of Computer Science Institute of Artificial Intelligence National Engineering Research Center for Multimedia Software Hubei Key Laboratory of Multimedia and Network Communication Engineering Wuhan University China
Out-of-distribution (OOD) generalization has attracted increasing research attention in recent years, due to its promising experimental results in real-world applications. In this paper, we study the confidence set pr... 详细信息
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MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification
arXiv
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arXiv 2025年
作者: Li, Yapeng Luo, Yong Zhang, Lefei Wang, Zengmao Du, Bo National Engineering Research Center for Multimedia Software School of Computer Science Institute of Artificial Intelligence Hubei Key Laboratory of Multimedia and Network Communication Engineering Wuhan University Wuhan430072 China
Transformer has been extensively explored for hyperspectral image classification. However, transformer poses challenges in terms of speed and memory usage because of its quadratic computational complexity. Recently th... 详细信息
来源: 评论
MMSite: A Multi-modal Framework for the Identification of Active Sites in Proteins  38
MMSite: A Multi-modal Framework for the Identification of Ac...
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38th Conference on Neural Information Processing Systems, NeurIPS 2024
作者: Ouyang, Song Cai, Huiyu Luo, Yong Su, Kehua Zhang, Lefei Du, Bo School of Computer Science National Engineering Research Center for Multimedia Software Institute of Artificial Intelligence Wuhan University China BioGeometry China Mila - Québec AI Institute Canada Université de Montréal Canada
The accurate identification of active sites in proteins is essential for the advancement of life sciences and pharmaceutical development, as these sites are of critical importance for enzyme activity and drug design. ...
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DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer  37
DPText-DETR: Towards Better Scene Text Detection with Dynami...
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37th AAAI Conference on Artificial Intelligence, AAAI 2023
作者: Ye, Maoyuan Zhang, Jing Zhao, Shanshan Liu, Juhua Bo, Du Tao, Dacheng Research Center for Graphic Communication Printing and Packaging Institute of Artificial Intelligence Wuhan University China The University of Sydney Australia JD Explore Academy National Engineering Research Center for Multimedia Software Institute of Artificial Intelligence School of Computer Science Hubei Key Laboratory of Multimedia and Network Communication Engineering Wuhan University China
Recently, Transformer-based methods, which predict polygon points or Bezier curve control points for localizing texts, are popular in scene text detection. However, these methods built upon detection transformer frame... 详细信息
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Sequential Kernel Goodness-of-fit testing  24
Sequential Kernel Goodness-of-fit testing
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Proceedings of the 41st International Conference on Machine Learning
作者: Zhengyu Zhou Weiwei Liu School of Computer Science National Engineering Research Center for Multimedia Software Institute of Artificial Intelligence and Hubei Key Laboratory of Multimedia and Network Communication Engineering Wuhan University Wuhan China
Goodness-of-fit testing, a classical statistical tool, has been extensively explored in the batch setting, where the sample size is predetermined. However, practitioners often prefer methods that adapt to the complexi...
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