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IEEE transactions on neural networks and learning systems最新文献

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A Unified Optimal Transport Framework for Cross-Modal Retrieval With Noisy Labels 带噪声标签跨模态检索的统一最优传输框架
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-30 DOI: 10.1109/tnnls.2025.3559533
Haochen Han, Minnan Luo, Huan Liu, Fang Nan, Jun Liu
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引用次数: 0
Reconciling Attribute and Structural Anomalies for Improved Graph Anomaly Detection 基于改进图异常检测的属性异常与结构异常协调
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-30 DOI: 10.1109/tnnls.2025.3561172
Chunjing Xiao, Jiahui Lu, Xovee Xu, Fan Zhou, Tianshu Xie, Wei Lu, Lifeng Xu
{"title":"Reconciling Attribute and Structural Anomalies for Improved Graph Anomaly Detection","authors":"Chunjing Xiao, Jiahui Lu, Xovee Xu, Fan Zhou, Tianshu Xie, Wei Lu, Lifeng Xu","doi":"10.1109/tnnls.2025.3561172","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3561172","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"24 1","pages":"1-14"},"PeriodicalIF":10.4,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143893491","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
Strong Anti-Hebbian Plasticity Alters the Convexity of Network Attractor Landscapes 强抗边可塑性改变了网络吸引物景观的凹凸性
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-30 DOI: 10.1109/tnnls.2025.3561217
Lulu Gong, Xudong Chen, ShiNung Ching
{"title":"Strong Anti-Hebbian Plasticity Alters the Convexity of Network Attractor Landscapes","authors":"Lulu Gong, Xudong Chen, ShiNung Ching","doi":"10.1109/tnnls.2025.3561217","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3561217","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"52 1","pages":"1-8"},"PeriodicalIF":10.4,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143893135","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
Heterogeneous Riemannian Few-Shot Learning Network 异构黎曼少次学习网络
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-30 DOI: 10.1109/tnnls.2025.3561930
Jie Chen, Lingling Li, Licheng Jiao, Fang Liu, Xu Liu, Yuwei Guo, Puhua Chen, Wenping Ma
{"title":"Heterogeneous Riemannian Few-Shot Learning Network","authors":"Jie Chen, Lingling Li, Licheng Jiao, Fang Liu, Xu Liu, Yuwei Guo, Puhua Chen, Wenping Ma","doi":"10.1109/tnnls.2025.3561930","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3561930","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"18 1","pages":"1-14"},"PeriodicalIF":10.4,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143893492","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
Unified Feature Selection Approach for Complex Data Based on Fuzzy β-Covering Reduction via Information Granulation 基于信息粒化模糊β覆盖约简的复杂数据统一特征选择方法
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-29 DOI: 10.1109/tnnls.2025.3558626
Xiongtao Zou, Jianhua Dai
{"title":"Unified Feature Selection Approach for Complex Data Based on Fuzzy β-Covering Reduction via Information Granulation","authors":"Xiongtao Zou, Jianhua Dai","doi":"10.1109/tnnls.2025.3558626","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3558626","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"118 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143890036","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
Value Iteration for Stochastic LQR With Convergence Guarantees 具有收敛保证的随机LQR的值迭代
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-28 DOI: 10.1109/tnnls.2025.3558738
Jing Lai, Junlin Xiong, Yu Kang
{"title":"Value Iteration for Stochastic LQR With Convergence Guarantees","authors":"Jing Lai, Junlin Xiong, Yu Kang","doi":"10.1109/tnnls.2025.3558738","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3558738","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"17 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143884413","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
Unsupervised Domain Adaptation via Bidirectional Transmission Generator Self-Training 基于双向传输发生器自训练的无监督域自适应
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-28 DOI: 10.1109/tnnls.2025.3561353
Xing Wei, Zhaoxin Ji, Fan Yang, Chong Zhao, Bin Wen, Yang Lu
{"title":"Unsupervised Domain Adaptation via Bidirectional Transmission Generator Self-Training","authors":"Xing Wei, Zhaoxin Ji, Fan Yang, Chong Zhao, Bin Wen, Yang Lu","doi":"10.1109/tnnls.2025.3561353","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3561353","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"18 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143884414","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
An Efficient Domain Knowledge-Guided Semantic Prediction Framework for Pathological Subtypes on the Basis of Radiological Images With Limited Annotations 基于有限注释的放射图像病理亚型的高效领域知识引导语义预测框架
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-28 DOI: 10.1109/tnnls.2025.3558596
Chenglang Yuan, Jianpeng Li, Bin Huang, Mingyu Wang, Kangyang Cao, Yanji Luo, Yujian Zou, Shi-Ting Feng, Bingsheng Huang
{"title":"An Efficient Domain Knowledge-Guided Semantic Prediction Framework for Pathological Subtypes on the Basis of Radiological Images With Limited Annotations","authors":"Chenglang Yuan, Jianpeng Li, Bin Huang, Mingyu Wang, Kangyang Cao, Yanji Luo, Yujian Zou, Shi-Ting Feng, Bingsheng Huang","doi":"10.1109/tnnls.2025.3558596","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3558596","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"7 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143884407","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
Multitask Causal Contrastive Learning 多任务因果对比学习
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-28 DOI: 10.1109/tnnls.2025.3555683
Chaoyang Li, Heyan Chai, Yan Jia, Ning Hu, Qing Liao
{"title":"Multitask Causal Contrastive Learning","authors":"Chaoyang Li, Heyan Chai, Yan Jia, Ning Hu, Qing Liao","doi":"10.1109/tnnls.2025.3555683","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3555683","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"25 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143884412","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
Unsupervised Recognition of Unknown Objects for Open-World Object Detection 开放世界目标检测中未知目标的无监督识别
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-28 DOI: 10.1109/tnnls.2025.3559940
Ruohuan Fang, Guansong Pang, Wenjun Miao, Xiao Bai, Jin Zheng, Xin Ning
{"title":"Unsupervised Recognition of Unknown Objects for Open-World Object Detection","authors":"Ruohuan Fang, Guansong Pang, Wenjun Miao, Xiao Bai, Jin Zheng, Xin Ning","doi":"10.1109/tnnls.2025.3559940","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3559940","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"38 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143884410","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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