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Scalable Wide Neural Network: A Parallel, Incremental Learning Model Using Splitting Iterative Least Squares 期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 50767-50781
作者:  Xi, Jiangbo;  Ersoy, Okan K.;  Fang, Jianwu;  Cong, Ming;  Wei, Xin;  Wu, Tianjun
Adobe PDF(5684Kb)  |  收藏  |  浏览/下载：176/1  |  提交时间：2021/04/13
Wide neural network  least squares  fast training  incremental learning  
Space Debris Detection Using Feature Learning of Candidate Regions in Optical Image Sequences 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 150864-150877
作者:  Xi, Jiangbo;  Xiang, Yaobing;  Ersoy, Okan K.;  Cong, Ming;  Wei, Xin;  Gu, Junkai
Adobe PDF(8355Kb)  |  收藏  |  浏览/下载：207/0  |  提交时间：2020/10/23
Space debris  Feature extraction  Machine learning  Signal to noise ratio  Object detection  Image sequences  Optical imaging  Space debris detection  background estimation  candidate region extraction  deep learning  
Hierarchical learning of large-margin metrics for large-scale image classification 期刊论文
NEUROCOMPUTING, 2016, 卷号: 208, 页码: 46-58
作者:  Lei, Hao;  Mei, Kuizhi;  Xin, Jingmin;  Dong, Peixiang;  Fan, Jianping;  Mei, Kuizhi (meikuizhi@mail.xjtu.edu.cn)
Adobe PDF(2855Kb)  |  收藏  |  浏览/下载：285/3  |  提交时间：2016/09/26
Visual Tree  Hierarchical Learning  Large-margin Metric Learning  Dimensionality Reduction  Large-scale Image Classification  
Parallel Multistage Wide Neural Network 期刊论文
IEEE Transactions on Neural Networks and Learning Systems
作者:  Xi, Jiangbo;  Ersoy, Okan K.;  Fang, Jianwu;  Wu, Tianjun;  Wei, Xin;  Zhao, Chaoying
Adobe PDF(3119Kb)  |  收藏  |  浏览/下载：85/0  |  提交时间：2021/11/22
Ensemble learning  incremental learning  multistage wide learning  parallel testing