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IEEE transactions on neural networks and learning systems最新文献

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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
Language-Driven Spatial–Semantic Cross-Attention for Face Attribute Recognition With Limited Labeled Data 利用有限标签数据识别人脸属性的语言驱动型空间语义交叉注意法
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.2024.3514836
Young-Eun Kim, Gyeong-Min Bak, Seong-Whan Lee
{"title":"Language-Driven Spatial–Semantic Cross-Attention for Face Attribute Recognition With Limited Labeled Data","authors":"Young-Eun Kim, Gyeong-Min Bak, Seong-Whan Lee","doi":"10.1109/tnnls.2024.3514836","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3514836","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"58 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142849402","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
Multiview Deep Learning-Based Molecule Design and Structural Optimization Accelerates Inhibitor Discover 基于多视角深度学习的分子设计和结构优化加速了抑制剂的发现
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.2024.3506619
Chao Pang, Yu Wang, Yi Jiang, Ruheng Wang, Xiaojun Yao, Quan Zou, Xiangxiang Zeng, Ran Su, Leyi Wei
{"title":"Multiview Deep Learning-Based Molecule Design and Structural Optimization Accelerates Inhibitor Discover","authors":"Chao Pang, Yu Wang, Yi Jiang, Ruheng Wang, Xiaojun Yao, Quan Zou, Xiangxiang Zeng, Ran Su, Leyi Wei","doi":"10.1109/tnnls.2024.3506619","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3506619","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"10 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142849395","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
A Node-Collaboration-Informed Graph Convolutional Network for Highly Accurate Representation to Undirected Weighted Graph
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-17 DOI: 10.1109/tnnls.2024.3514652
Ye Yuan, Ying Wang, Xin Luo
{"title":"A Node-Collaboration-Informed Graph Convolutional Network for Highly Accurate Representation to Undirected Weighted Graph","authors":"Ye Yuan, Ying Wang, Xin Luo","doi":"10.1109/tnnls.2024.3514652","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3514652","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"47 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142841029","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 Attention and Self-Supervised Learning Mechanism for Graph Similarity Learning
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-17 DOI: 10.1109/tnnls.2024.3513546
Guangqi Wen, Xin Gao, Wenhui Tan, Peng Cao, Jinzhu Yang, Weiping Li, Osmar R. Zaiane
{"title":"Exploring Attention and Self-Supervised Learning Mechanism for Graph Similarity Learning","authors":"Guangqi Wen, Xin Gao, Wenhui Tan, Peng Cao, Jinzhu Yang, Weiping Li, Osmar R. Zaiane","doi":"10.1109/tnnls.2024.3513546","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3513546","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"146 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142841030","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
Weird-Net: Weighted Relative Distance Attention for Efficient and Robust Sequence Processing
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-17 DOI: 10.1109/tnnls.2024.3513912
Lingkai Hu, Feng Zhan, Wenkai Huang, Weiming Gan, Haoxiang Hu, Hao He, Kunbo Han
{"title":"Weird-Net: Weighted Relative Distance Attention for Efficient and Robust Sequence Processing","authors":"Lingkai Hu, Feng Zhan, Wenkai Huang, Weiming Gan, Haoxiang Hu, Hao He, Kunbo Han","doi":"10.1109/tnnls.2024.3513912","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3513912","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"64 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142841033","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
Novel Discretized Zeroing Neural Network Models for Time-Varying Optimization Aided With Predictor–Corrector Methods 利用预测器-校正器方法辅助时变优化的新型离散化归零神经网络模型
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-17 DOI: 10.1109/tnnls.2024.3512505
Ying Kong, Xi Chen, Yunliang Jiang, Danfeng Sun, Jun Zhang
{"title":"Novel Discretized Zeroing Neural Network Models for Time-Varying Optimization Aided With Predictor–Corrector Methods","authors":"Ying Kong, Xi Chen, Yunliang Jiang, Danfeng Sun, Jun Zhang","doi":"10.1109/tnnls.2024.3512505","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3512505","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"14 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142840958","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 Unsupervised Federated Domain Adaptation Method Based on Knowledge Distillation
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-17 DOI: 10.1109/tnnls.2024.3510382
Yunpeng Xiao, Yutong Guo, Haipeng Zhu, Chaolong Jia, Qian Li, Rong Wang, Guoyin Wang
{"title":"An Unsupervised Federated Domain Adaptation Method Based on Knowledge Distillation","authors":"Yunpeng Xiao, Yutong Guo, Haipeng Zhu, Chaolong Jia, Qian Li, Rong Wang, Guoyin Wang","doi":"10.1109/tnnls.2024.3510382","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3510382","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"606 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142840959","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
On the Optimal Expressive Power of ReLU DNNs and Its Application in Approximation With the Kolmogorov Superposition Theorem
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-17 DOI: 10.1109/tnnls.2024.3514126
Juncai He
{"title":"On the Optimal Expressive Power of ReLU DNNs and Its Application in Approximation With the Kolmogorov Superposition Theorem","authors":"Juncai He","doi":"10.1109/tnnls.2024.3514126","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3514126","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"30 4 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142841032","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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