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检索条件"机构=Provincial Key Laboratory of Data-Intensive Computing"
424 条 记 录,以下是381-390 订阅
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Large Language Models as Evolutionary Optimizers
Large Language Models as Evolutionary Optimizers
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Congress on Evolutionary Computation
作者: Shengcai Liu Caishun Chen Xinghua Qu Ke Tang Yew-Soon Ong A*STAR Department of Computer Science and Engineering Centre for Frontier AI Research Southern University of Science and Technology Centre for Frontier AI Research A*STAR Tianqiao & Chrissy Chen Institute Department of Computer Science and Engineering Guangdong Provincial Key Laboratory of Brain-Inspired Intelligent Computation Southern University of Science and Technology Centre for Frontier AI Research A*STAR College of Computing and Data Science Nanyang Technological University
Evolutionary algorithms (EAs) have achieved remarkable success in tackling complex combinatorial optimization problems. However, EAs often demand carefully-designed operators with the aid of domain expertise to achiev... 详细信息
来源: 评论
FERI: Feature Enhancement and Relational Interaction for Image-text Matching
FERI: Feature Enhancement and Relational Interaction for Ima...
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International Conference on Parallel and Distributed Systems (ICPADS)
作者: Yu Zhang Jianqiang Zhang Gongpeng Song Qin Lu Shuo Zhao Key Laboratory of Computing Power Network and Information Security Ministry of Education Shandong Computer Science Center Qilu University of Technology (Shandong Academy of Sciences) Jinan China Shandong Engineering Research Center of Big Data Applied Technology Faculty of Computer Science and Technology Qilu University of Technology (Shandong Academy of Sciences) Jinan China Shandong Provincial Key Laboratory of Computer Networks Shandong Fundamental Research Center for Computer Science Jinan China Shandong Branch of China Mobile Communication Group Design Institute Co. Jinan China
Image-text matching is an important problem at the intersection of computer vision and natural language processing. It aims to establish the semantic link between image and text to achieve high-quality semantic alignm... 详细信息
来源: 评论
SCTAR: A Multi-Layer BiLSTM-Based Chinese Short Text Similarity Computation Model with Attention Mechanism
SCTAR: A Multi-Layer BiLSTM-Based Chinese Short Text Similar...
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International Conference on Computer Supported Cooperative Work in Design
作者: Shuo Zhao Yiyun Xing Jianqiang Zhang Gongpeng Song Qin Lu Key Laboratory of Computing Power Network and Information Security Ministry of Education Shandong Computer Science Center Qilu University of Technology (Shandong Academy of Sciences) Jinan China Shandong Engineering Research Center of Big Data Applied Technology Faculty of Computer Science and Technology Qilu University of Technology (Shandong Academy of Sciences) Jinan China Shandong Provincial Key Laboratory of Computer Networks Shandong Fundamental Research Center for Computer Science Jinan China Shandong Branch of China Mobile Communication Group Design Institute Co. Jinan China
Text semantic similarity is a crucial research area in Natural Language Processing (NLP). However, traditional methods for calculating the similarity of short Chinese texts often fall short in accuracy and other cruci... 详细信息
来源: 评论
Semantic-Enhanced Attention Network for Image-Text Matching
Semantic-Enhanced Attention Network for Image-Text Matching
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International Conference on Computer Supported Cooperative Work in Design
作者: Huanxiao Zhou Yushui Geng Jing Zhao Xishan Ma Key Laboratory of Computing Power Network and Information Security Ministry of Education Shandong Computer Science Center Qilu University of Technology (Shandong Academy of Sciences) Jinan China Shandong Engineering Research Center of Big Data Applied Technology Faculty of Computer Science and Technology Qilu University of Technology (Shandong Academy of Sciences) Jinan China Shandong Provincial Key Laboratory of Computer Networks Shandong Fundamental Research Center for Computer Science Jinan China Graduate School Qilu University of Technology (Shandong Academy of Sciences) Jinan China
Image-text matching is an important task in cross-modal information processing, which consists of evaluating the similarity between images and text. However, the data of the two modalities have different distributions... 详细信息
来源: 评论
FLARE: Towards Universal dataset Purification against Backdoor Attacks
arXiv
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arXiv 2024年
作者: Hou, Linshan Luo, Wei Hua, Zhongyun Chen, Songhua Yu Zhang, Leo Li, Yiming School of Computer Science and Technology Harbin Institute of Technology Guangdong Shenzhen518055 China School of Information Technology Deakin University Australia Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies Guangdong Shenzhen518055 China School of Information and Communication Technology Griffith University Southport Gold CoastQLD4215 Australia College of Computing and Data Science Nanyang Technological University 639798 Singapore
Deep neural networks (DNNs) are susceptible to backdoor attacks, where adversaries poison datasets with adversary-specified triggers to implant hidden backdoors, enabling malicious manipulation of model predictions. D... 详细信息
来源: 评论
Semantic Information Reasoning and Multi-Step Cross-Modal Interaction Network for Image-Text Retrieval
Semantic Information Reasoning and Multi-Step Cross-Modal In...
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International Joint Conference on Neural Networks (IJCNN)
作者: Xishan Ma Yushui Geng Jing Zhao Huanxiao Zhou Key Laboratory of Computing Power Network and Information Security Ministry of Education Shandong Computer Science Center Qilu University of Technology (Shandong Academy of Sciences) Jinan China Shandong Engineering Research Center of Big Data Applied Technology Faculty of Computer Science and Technology Qilu University of Technology (Shandong Academy of Sciences) Jinan China Shandong Provincial Key Laboratory of Computer Networks Shandong Fundamental Research Center for Computer Science Jinan China Graduate School Qilu University of Technology (Shandong Academy of Sciences) Jinan China
Image-text retrieval is a basic cross-modal task, and the basic idea is to learn image-text matching. The key to this task is to accurately measure the similarity between these two modalities. However, most existing m... 详细信息
来源: 评论
MFFLEN: Multi-Label Text Classification Based on Multi-Feature Fusion and Label Embedding
MFFLEN: Multi-Label Text Classification Based on Multi-Featu...
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IEEE International Conference on Systems, Man and Cybernetics
作者: Qiliang Gu Shuo Zhao Jianqiang Zhang Gongpeng Song Qin Lu Key Laboratory of Computing Power Network and Information Security Ministry of Education Shandong Computer Science Center Qilu University of Technology (Shandong Academy of Sciences) Jinan China Faculty of Computer Science and Technology Qilu University of Technology (Shandong Academy of Sciences) Shandong Engineering Research Center of Big Data Applied Technology Jinan China Shandong Provincial Key Laboratory of Computer Networks Shandong Fundamental Research Center for Computer Science Jinan China Shandong Branch of China Mobile Communication Group Design Institute Co. Jinan China
To address the challenges associated with insufficiently extracting and utilizing features at different levels, overlooking the connection between label meanings and text, and facing problems of over-compression or in... 详细信息
来源: 评论
Cross-modal retrieval based on Attention Embedded Variational Auto-Encoder
Cross-modal retrieval based on Attention Embedded Variationa...
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International Joint Conference on Neural Networks (IJCNN)
作者: Kaili Zhou Yiyun Xing Yushui Geng Jing Zhao Key Laboratory of Computing Power Network and Information Security Ministry of EducationShandong Computer Science Center Qilu University of Technology (Shandong Academy of Sciences) Jinan China Shandong Engineering Research Center of Big Data Applied Technology Faculty of Computer Science and Technology Qilu University of Technology (Shandong Academy of Sciences) Jinan China Shandong Provincial Key Laboratory of Computer Networks Shandong Fundamental Research Center for Computer Science Jinan China Graduate School Qilu University of Technology (Shandong Academy of Sciences) Jinan China
This study proposes a cross-modal retrieval technique, which employs an Attention Embedded Variational AutoEncoder (AE-VAE) to tackle the problem of reduced retrieval accuracy resulting from data noise and data absenc... 详细信息
来源: 评论
Systematic Resource Allocation in Cloud RAN with Caching as a Service under Two Timescales
Systematic Resource Allocation in Cloud RAN with Caching as ...
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作者: Tang, Jianhua Quek, Tony Q. S. Chang, Tsung-Hui Shim, Byonghyo Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing College of Information Science and Engineering Hunan Normal University Changsha410081 China Institute of New Media and Communications Department of Electrical and Computer Engineering Seoul National University Seoul08826 Korea Republic of Information Systems Technology and Design Pillar Singapore University of Technology and Design Singapore487372 Singapore Department of Electronic Engineering Kyung Hee University Yongin17104 Korea Republic of School of Science and Engineering Chinese University of Hong Kong Shenzhen518172 China Shenzhen Research Institute of Big Data Shenzhen518172 China Department of Electrical and Computer Engineering Institute of New Media and Communications Seoul National University Seoul08826 Korea Republic of
Recently, cloud radio access network (C-RAN) with caching as a service (CaaS) was proposed to merge the functionalities of communication, computing, and caching (CCC) together. In this paper, we dissect the interactio... 详细信息
来源: 评论
Social-enhanced recommendation using graph-based contrastive learning
Social-enhanced recommendation using graph-based contrastive...
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IEEE International Conference on High Performance computing and Communications (HPCC)
作者: Peng Xue Qian Gao Jun Fan Key Laboratory of Computing Power Network and Information Security Ministry of Education Shandong Computer Science Center Qilu University of Technology (Shandong Academy of Sciences) Jinan Shandong China Shandong Engineering Research Center of Big Data Applied Technology Faculty of Computer Science and Technology Qilu University of Technology (Shandong Academy of Sciences) Jinan Shandong China Shandong Provincial Key Laboratory of Computer Networks Shandong Fundamental Research Center for Computer Science Jinan Shandong China China Telecom Digital Intelligence Techonology Co Ltd Jinan Shandong China
The social network-based recommendation model use social network information to mitigate data sparsity issues and improve the accuracy of recommendation models. However, In most social network-based recommendation alg...
来源: 评论