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IEEE transactions on neural networks and learning systems最新文献

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On Learning Label Noise Robust Networks via Regularization: A Topological View 基于正则化的标签噪声鲁棒网络学习：拓扑观点
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-02 DOI: 10.1109/tnnls.2025.3561368
Chun Zhou, Hua Meng, Ming Li, Zhengchun Zhou
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引用次数: 0
Reinforcement Learning With Sparse-Executing Action via Sparsity Regularization 基于稀疏性正则化的稀疏执行行为强化学习
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-02 DOI: 10.1109/tnnls.2025.3555314
Jing-Cheng Pang, Tian Xu, Shengyi Jiang, Yu-Ren Liu, Yang Yu
{"title":"Reinforcement Learning With Sparse-Executing Action via Sparsity Regularization","authors":"Jing-Cheng Pang, Tian Xu, Shengyi Jiang, Yu-Ren Liu, Yang Yu","doi":"10.1109/tnnls.2025.3555314","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3555314","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"8 1","pages":"1-13"},"PeriodicalIF":10.4,"publicationDate":"2025-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143901176","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
Prescribed Performance Path-Following Control for Rotor-Assisted Vehicles via an Improved Reinforcement Learning Mechanism 基于改进强化学习机制的旋翼辅助车辆预定性能路径跟随控制
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-02 DOI: 10.1109/tnnls.2025.3562245
Guoqing Zhang, Zhihao Li, Jiqiang Li, Weidong Zhang, Bin Qiu
{"title":"Prescribed Performance Path-Following Control for Rotor-Assisted Vehicles via an Improved Reinforcement Learning Mechanism","authors":"Guoqing Zhang, Zhihao Li, Jiqiang Li, Weidong Zhang, Bin Qiu","doi":"10.1109/tnnls.2025.3562245","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3562245","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"278 1","pages":"1-11"},"PeriodicalIF":10.4,"publicationDate":"2025-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143901177","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
Bridging Task-Specific and Task-Interactive Features With Opportune Branching and Adaptive Attention for Object Detection 桥接任务特定和任务交互特征与适当分支和自适应注意的目标检测
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-01 DOI: 10.1109/tnnls.2025.3562588
Yuxuan Wen, Yunfei Yin
{"title":"Bridging Task-Specific and Task-Interactive Features With Opportune Branching and Adaptive Attention for Object Detection","authors":"Yuxuan Wen, Yunfei Yin","doi":"10.1109/tnnls.2025.3562588","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3562588","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"49 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143898203","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
SCMix: Stochastic Compound Mixing for Open Compound Domain Adaptation in Semantic Segmentation 基于开放复合域自适应的随机复合混合语义分割
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-01 DOI: 10.1109/tnnls.2025.3560318
Kai Yao, Zhaorui Tan, Zixian Su, Xi Yang, Jie Sun, Kaizhu Huang
{"title":"SCMix: Stochastic Compound Mixing for Open Compound Domain Adaptation in Semantic Segmentation","authors":"Kai Yao, Zhaorui Tan, Zixian Su, Xi Yang, Jie Sun, Kaizhu Huang","doi":"10.1109/tnnls.2025.3560318","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3560318","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"27 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143898205","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
Pleno-Alignment Framework for Stock Trend Prediction 股票趋势预测的整体调整框架
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-01 DOI: 10.1109/tnnls.2025.3561811
Yongcan Luo, Jiahao Zheng, Zhengjie Yang, Ning Chen, Dapeng Wu
{"title":"Pleno-Alignment Framework for Stock Trend Prediction","authors":"Yongcan Luo, Jiahao Zheng, Zhengjie Yang, Ning Chen, Dapeng Wu","doi":"10.1109/tnnls.2025.3561811","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3561811","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"820 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143898212","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
Modumer: Modulating Transformer for Image Restoration 调制器：用于图像恢复的调制变压器
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-05-01 DOI: 10.1109/tnnls.2025.3561924
Yuning Cui, Mingyu Liu, Wenqi Ren, Alois Knoll
{"title":"Modumer: Modulating Transformer for Image Restoration","authors":"Yuning Cui, Mingyu Liu, Wenqi Ren, Alois Knoll","doi":"10.1109/tnnls.2025.3561924","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3561924","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"34 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143898204","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
Adaptive Noise-Learning Differential Neural Solution for Time-Dependent Equality-Constrained Quadratic Optimization 时变等式约束二次优化的自适应噪声学习微分神经解
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.2025.3561415
Ying Liufu, Long Jin, Shuai Li
{"title":"Adaptive Noise-Learning Differential Neural Solution for Time-Dependent Equality-Constrained Quadratic Optimization","authors":"Ying Liufu, Long Jin, Shuai Li","doi":"10.1109/tnnls.2025.3561415","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3561415","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"43 1","pages":"1-12"},"PeriodicalIF":10.4,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143893510","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
Federated Aggregation With Interlayer Personalized Contribution: Preference-Based Optimization Between Performance and Privacy 具有层间个性化贡献的联邦聚合：性能与隐私之间基于偏好的优化
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.2025.3552206
Xiaoting Sun, Zhong Li, Changjun Jiang
{"title":"Federated Aggregation With Interlayer Personalized Contribution: Preference-Based Optimization Between Performance and Privacy","authors":"Xiaoting Sun, Zhong Li, Changjun Jiang","doi":"10.1109/tnnls.2025.3552206","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3552206","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"1 1","pages":"1-15"},"PeriodicalIF":10.4,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143893137","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
Learning Temporal Features With Alternated Similarity and Proximity Attention for Time-Series Prediction 基于交替相似和邻近注意的时间序列预测学习
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.2025.3559222
Jingyang Chen, Ping Li, Jiancheng Lv, Hongyuan Zha, Kai Zhang, Jie Zhang
{"title":"Learning Temporal Features With Alternated Similarity and Proximity Attention for Time-Series Prediction","authors":"Jingyang Chen, Ping Li, Jiancheng Lv, Hongyuan Zha, Kai Zhang, Jie Zhang","doi":"10.1109/tnnls.2025.3559222","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3559222","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"19 1","pages":"1-12"},"PeriodicalIF":10.4,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143893136","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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