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IEEE transactions on neural networks and learning systems最新文献

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Fully Distributed Nash Equilibrium Seeking: A Double-Layer Adaptive Approach 全分布式纳什均衡寻求：双层自适应方法
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-12 DOI: 10.1109/tnnls.2024.3489356
Lei Ding, Can Chen, Maojiao Ye, Qing-Long Han
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引用次数: 0
Distribution-Independent Domain Generalization for Multisource Remote Sensing Classification 多源遥感分类中与分布无关的领域泛化技术
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-12 DOI: 10.1109/tnnls.2024.3490577
Yunhao Gao, Mengmeng Zhang, Wei Li, Ran Tao
{"title":"Distribution-Independent Domain Generalization for Multisource Remote Sensing Classification","authors":"Yunhao Gao, Mengmeng Zhang, Wei Li, Ran Tao","doi":"10.1109/tnnls.2024.3490577","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3490577","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"72 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142601188","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Decoupled and Explainable Associative Memory for Effective Knowledge Propagation 去耦合和可解释关联记忆，实现有效的知识传播
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-12 DOI: 10.1109/tnnls.2024.3492133
Tharindu Fernando, Darshana Priyasad, Sridha Sridharan, Clinton Fookes
{"title":"Decoupled and Explainable Associative Memory for Effective Knowledge Propagation","authors":"Tharindu Fernando, Darshana Priyasad, Sridha Sridharan, Clinton Fookes","doi":"10.1109/tnnls.2024.3492133","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3492133","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"7 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142601131","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Structure-Preserved Self-Attention for Fusion Image Information in Multiple Color Spaces 在多种色彩空间中融合图像信息的结构保留自注意力
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-12 DOI: 10.1109/tnnls.2024.3490800
Zhu He, Mingwei Lin, Xin Luo, Zeshui Xu
{"title":"Structure-Preserved Self-Attention for Fusion Image Information in Multiple Color Spaces","authors":"Zhu He, Mingwei Lin, Xin Luo, Zeshui Xu","doi":"10.1109/tnnls.2024.3490800","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3490800","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"9 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142601135","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy 探索机器学习的前景：全面调查与分类法
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-12 DOI: 10.1109/tnnls.2024.3486109
Thanveer Shaik, Xiaohui Tao, Haoran Xie, Lin Li, Xiaofeng Zhu, Qing Li
{"title":"Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy","authors":"Thanveer Shaik, Xiaohui Tao, Haoran Xie, Lin Li, Xiaofeng Zhu, Qing Li","doi":"10.1109/tnnls.2024.3486109","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3486109","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"1 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142601180","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Designing Iterative Learning Schemes for Cooperative–Antagonistic Systems With Random Access Communication Protocols 为具有随机存取通信协议的合作-对抗系统设计迭代学习方案
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-12 DOI: 10.1109/tnnls.2024.3489955
Wenjun Xiong, Xiaoxiao Wang, Lei Zou, Guanrong Chen
{"title":"Designing Iterative Learning Schemes for Cooperative–Antagonistic Systems With Random Access Communication Protocols","authors":"Wenjun Xiong, Xiaoxiao Wang, Lei Zou, Guanrong Chen","doi":"10.1109/tnnls.2024.3489955","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3489955","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"41 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142601129","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Two-View Correspondence Learning With Local Consensus Transformer 利用本地共识变换器进行双视图对应学习
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-12 DOI: 10.1109/tnnls.2024.3488197
Gang Wang, Yufei Chen
{"title":"Two-View Correspondence Learning With Local Consensus Transformer","authors":"Gang Wang, Yufei Chen","doi":"10.1109/tnnls.2024.3488197","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3488197","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"8 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142601133","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Toward Generalized Multistage Clustering: Multiview Self-Distillation 实现通用多级聚类：多视角自分馏
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-11 DOI: 10.1109/tnnls.2024.3479280
Jiatai Wang, Zhiwei Xu, Xin Wang, Tao Li
{"title":"Toward Generalized Multistage Clustering: Multiview Self-Distillation","authors":"Jiatai Wang, Zhiwei Xu, Xin Wang, Tao Li","doi":"10.1109/tnnls.2024.3479280","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3479280","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"156 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142599248","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Matching Pursuit Network: An Interpretable Sparse Time–Frequency Representation Method Toward Mechanical Fault Diagnosis 匹配追求网络：面向机械故障诊断的可解释稀疏时频表示方法
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-11 DOI: 10.1109/tnnls.2024.3483954
Huibin Lin, Xiaofeng Huang, Zhuyun Chen, Guolin He, Ciyang Xi, Weihua Li
{"title":"Matching Pursuit Network: An Interpretable Sparse Time–Frequency Representation Method Toward Mechanical Fault Diagnosis","authors":"Huibin Lin, Xiaofeng Huang, Zhuyun Chen, Guolin He, Ciyang Xi, Weihua Li","doi":"10.1109/tnnls.2024.3483954","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3483954","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"71 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142599246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fast Multiview Semi-Supervised Classification With Optimal Bipartite Graph 利用最优双向图进行快速多视图半监督分类
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-11-08 DOI: 10.1109/tnnls.2024.3486912
Yuting Wang, Rong Wang, Feiping Nie, Xuelong Li
{"title":"Fast Multiview Semi-Supervised Classification With Optimal Bipartite Graph","authors":"Yuting Wang, Rong Wang, Feiping Nie, Xuelong Li","doi":"10.1109/tnnls.2024.3486912","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3486912","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"3 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142596561","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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