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IEEE transactions on neural networks and learning systems最新文献

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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
PStyle-3D: Example-Based 3-D-Aware Portrait Style Domain Adaptation PStyle-3D：基于示例的三维感知肖像风格域适应
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.2025.3559477
Chaohua Shi, Mingrui Zhu, Nannan Wang, Xinbo Gao
{"title":"PStyle-3D: Example-Based 3-D-Aware Portrait Style Domain Adaptation","authors":"Chaohua Shi, Mingrui Zhu, Nannan Wang, Xinbo Gao","doi":"10.1109/tnnls.2025.3559477","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3559477","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"31 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143884411","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
Unveiling Hidden Visual Information: A Reconstruction Attack Against Adversarial Visual Information Hiding 揭示隐藏的视觉信息：一种对抗视觉信息隐藏的重构攻击
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.2025.3555248
Jonggyu Jang, Hyeonsu Lyu, Seongjin Hwang, Hyun Jong Yang
{"title":"Unveiling Hidden Visual Information: A Reconstruction Attack Against Adversarial Visual Information Hiding","authors":"Jonggyu Jang, Hyeonsu Lyu, Seongjin Hwang, Hyun Jong Yang","doi":"10.1109/tnnls.2025.3555248","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3555248","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"42 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143884409","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
Robust Unsupervised Deep Learning for Nonblind Image Deconvolution With Inaccurate Kernels 鲁棒无监督深度学习在非盲图像反卷积中的应用
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-25 DOI: 10.1109/tnnls.2025.3556867
Xinran Qin, Yuhui Quan, Zhuojie Chen, Hui Ji
{"title":"Robust Unsupervised Deep Learning for Nonblind Image Deconvolution With Inaccurate Kernels","authors":"Xinran Qin, Yuhui Quan, Zhuojie Chen, Hui Ji","doi":"10.1109/tnnls.2025.3556867","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3556867","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"27 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143875782","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 Real-Time Framework for EEG Signal Decoding With Graph Neural Networks and Reinforcement Learning 基于图神经网络和强化学习的脑电信号实时解码框架
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-25 DOI: 10.1109/tnnls.2025.3558171
Htoo Wai Aung, Jiao Jiao Li, Yang An, Steven Weidong Su
{"title":"A Real-Time Framework for EEG Signal Decoding With Graph Neural Networks and Reinforcement Learning","authors":"Htoo Wai Aung, Jiao Jiao Li, Yang An, Steven Weidong Su","doi":"10.1109/tnnls.2025.3558171","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3558171","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"29 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143875768","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
Point-DAE: Denoising Autoencoders for Self-Supervised Point Cloud Learning 自监督点云学习的去噪自编码器
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-25 DOI: 10.1109/tnnls.2025.3557055
Yabin Zhang, Jiehong Lin, Ruihuang Li, Kui Jia, Lei Zhang
{"title":"Point-DAE: Denoising Autoencoders for Self-Supervised Point Cloud Learning","authors":"Yabin Zhang, Jiehong Lin, Ruihuang Li, Kui Jia, Lei Zhang","doi":"10.1109/tnnls.2025.3557055","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3557055","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"75 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143875769","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
Beyond the Hype: A Dispassionate Look at Vision–Language Models in Medical Scenario 超越炒作：冷静看待医学场景中的视觉语言模型
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-24 DOI: 10.1109/tnnls.2025.3558857
Yang Nan, Huichi Zhou, Xiaodan Xing, Guang Yang
{"title":"Beyond the Hype: A Dispassionate Look at Vision–Language Models in Medical Scenario","authors":"Yang Nan, Huichi Zhou, Xiaodan Xing, Guang Yang","doi":"10.1109/tnnls.2025.3558857","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3558857","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"15 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143872992","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
Scale-Driven Tensor Representation-Based Multiview Clustering 基于尺度驱动张量表示的多视图聚类
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-24 DOI: 10.1109/tnnls.2025.3558613
Chuanbin Zhang, Long Chen, Weiping Ding, Kai Zhao, Zhaoyin Shi, Yingxu Wang, C. L. Philip Chen
{"title":"Scale-Driven Tensor Representation-Based Multiview Clustering","authors":"Chuanbin Zhang, Long Chen, Weiping Ding, Kai Zhao, Zhaoyin Shi, Yingxu Wang, C. L. Philip Chen","doi":"10.1109/tnnls.2025.3558613","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3558613","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"6 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143873001","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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