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IEEE transactions on neural networks and learning systems最新文献

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Toward Efficient Target-Level Machine Unlearning Based on Essential Graph 基于基本图的高效目标级机器学习研究
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-26 DOI: 10.1109/tnnls.2024.3514607
Heng Xu, Tianqing Zhu, Lefeng Zhang, Wanlei Zhou, Wei Zhao
{"title":"Toward Efficient Target-Level Machine Unlearning Based on Essential Graph","authors":"Heng Xu, Tianqing Zhu, Lefeng Zhang, Wanlei Zhou, Wei Zhao","doi":"10.1109/tnnls.2024.3514607","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3514607","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"12 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142888328","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
Transductive Parameter-Free Propagation Framework for Few-Shot Distribution Rectification 少弹分布整流的无转导参数传播框架
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-25 DOI: 10.1109/tnnls.2024.3519750
Heng Tian, Ziqiu Chi, Zhe Wang, Wei Guo, Mengping Yang, Xinlei Xu
{"title":"Transductive Parameter-Free Propagation Framework for Few-Shot Distribution Rectification","authors":"Heng Tian, Ziqiu Chi, Zhe Wang, Wei Guo, Mengping Yang, Xinlei Xu","doi":"10.1109/tnnls.2024.3519750","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3519750","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"38 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142888332","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
Online Nonconvex Robust Tensor Principal Component Analysis 在线非凸鲁棒张量主成分分析
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-25 DOI: 10.1109/tnnls.2024.3519213
Lanlan Feng, Yipeng Liu, Ziming Liu, Ce Zhu
{"title":"Online Nonconvex Robust Tensor Principal Component Analysis","authors":"Lanlan Feng, Yipeng Liu, Ziming Liu, Ce Zhu","doi":"10.1109/tnnls.2024.3519213","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3519213","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"33 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142888330","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
Preferential Selective-Aware Graph Neural Network for Preventing Attacks in Interbank Credit Rating 基于优先选择感知的图神经网络防范银行间信用评级攻击
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-25 DOI: 10.1109/tnnls.2024.3519169
Junyi Liu, Dawei Cheng, Changjun Jiang
{"title":"Preferential Selective-Aware Graph Neural Network for Preventing Attacks in Interbank Credit Rating","authors":"Junyi Liu, Dawei Cheng, Changjun Jiang","doi":"10.1109/tnnls.2024.3519169","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3519169","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"2 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142888333","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
Learn to Supervise: Deep Reinforcement Learning-Based Prototype Refinement for Few-Shot Motor Fault Diagnosis 学习监督：基于深度强化学习的电机故障诊断原型细化
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-23 DOI: 10.1109/tnnls.2024.3516035
Pengcheng Xia, Yixiang Huang, Chengliang Liu, Jie Liu
{"title":"Learn to Supervise: Deep Reinforcement Learning-Based Prototype Refinement for Few-Shot Motor Fault Diagnosis","authors":"Pengcheng Xia, Yixiang Huang, Chengliang Liu, Jie Liu","doi":"10.1109/tnnls.2024.3516035","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3516035","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"4 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142879939","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
Reweighted-Boosting: A Gradient-Based Boosting Optimization Framework 加权增强：一个基于梯度的增强优化框架
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-23 DOI: 10.1109/tnnls.2024.3457764
Guanxiong He, Zheng Wang, Liaoyuan Tang, Weizhong Yu, Feiping Nie, Xuelong Li
{"title":"Reweighted-Boosting: A Gradient-Based Boosting Optimization Framework","authors":"Guanxiong He, Zheng Wang, Liaoyuan Tang, Weizhong Yu, Feiping Nie, Xuelong Li","doi":"10.1109/tnnls.2024.3457764","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3457764","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"149 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142879940","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
Resisting Noise in Pseudo Labels: Audible Video Event Parsing With Evidential Learning 伪标签中的抗噪声：基于证据学习的可听视频事件解析
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-23 DOI: 10.1109/tnnls.2024.3505674
Xun Jiang, Xing Xu, Liqing Zhu, Zhe Sun, Andrzej Cichocki, Heng Tao Shen
{"title":"Resisting Noise in Pseudo Labels: Audible Video Event Parsing With Evidential Learning","authors":"Xun Jiang, Xing Xu, Liqing Zhu, Zhe Sun, Andrzej Cichocki, Heng Tao Shen","doi":"10.1109/tnnls.2024.3505674","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3505674","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"8 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142879941","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
Distributed Deep Learning With Gradient Compression for Big Remote Sensing Image Interpretation 基于梯度压缩的分布式深度学习遥感图像解译
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-23 DOI: 10.1109/tnnls.2024.3517535
Weiying Xie, Jitao Ma, Tianen Lu, Yunsong Li, Jie Lei, Leyuan Fang, Qian Du
{"title":"Distributed Deep Learning With Gradient Compression for Big Remote Sensing Image Interpretation","authors":"Weiying Xie, Jitao Ma, Tianen Lu, Yunsong Li, Jie Lei, Leyuan Fang, Qian Du","doi":"10.1109/tnnls.2024.3517535","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3517535","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"2 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142879936","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
Last-Iterate Convergence to Approximate Nash Equilibria in Multiplayer Imperfect Information Games 多人不完全信息博弈中近似纳什均衡点的最后迭代收敛性
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-18 DOI: 10.1109/tnnls.2024.3516693
Runyu Lu, Yuanheng Zhu, Dongbin Zhao, Yu Liu, You He
{"title":"Last-Iterate Convergence to Approximate Nash Equilibria in Multiplayer Imperfect Information Games","authors":"Runyu Lu, Yuanheng Zhu, Dongbin Zhao, Yu Liu, You He","doi":"10.1109/tnnls.2024.3516693","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3516693","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"19 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142849399","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
DiffusionVMR: Diffusion Model for Joint Video Moment Retrieval and Highlight Detection DiffusionVMR：用于联合视频瞬间检索和亮点检测的扩散模型
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-18 DOI: 10.1109/tnnls.2024.3516033
Henghao Zhao, Kevin Qinghong Lin, Rui Yan, Zechao Li
{"title":"DiffusionVMR: Diffusion Model for Joint Video Moment Retrieval and Highlight Detection","authors":"Henghao Zhao, Kevin Qinghong Lin, Rui Yan, Zechao Li","doi":"10.1109/tnnls.2024.3516033","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3516033","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"81 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142849394","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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