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Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 503-519
作者:  Tomaso Poggio;  Hrushikesh Mhaskar;  Lorenzo Rosasco;  Brando Miranda;  Qianli Liao
浏览  |  Adobe PDF(1711Kb)  |  收藏  |  浏览/下载：227/37  |  提交时间：2021/02/23
Deep learning  fine-grained image classification  semantic segmentation  convolutional neural network (CNN)  recurrent neural network (RNN).  
Multimodal Emotion Recognition with Transfer Learning of Deep Neural Network 期刊论文
ZTE Communications, 2017, 卷号: 15, 期号: S2, 页码: 1673-5188
作者:  Huang, Jian;  Li, Ya;  Tao, Jianhua;  Yi, Jianyan
浏览  |  Adobe PDF(828Kb)  |  收藏  |  浏览/下载：212/59  |  提交时间：2020/06/20
deep neutral network  ensemble method  multimodal emotion recognition  transfer learning  
Discriminative Multimodal Embedding for Event Classication 期刊论文
Journal of Nerual Computing, 2017, 卷号: Volume, 期号: Issue, 页码: pp
作者:  Qi,Fan;  Yang,Xiaoshan;  Zhang,Tianzhu;  Xu,Changsheng
浏览  |  Adobe PDF(4696Kb)  |  收藏  |  浏览/下载：344/106  |  提交时间：2018/10/10
Event Classi cation  Multimodal Embedding  
Semantic labeling of high-resolution aerial images using an ensemble of fully convolutional networks 期刊论文
JOURNAL OF APPLIED REMOTE SENSING, 2017, 卷号: 11, 期号: 4, 页码: 042617 1-18
作者:  Sun, Xiaofeng;  Shen, Shuhan;  Lin, Xiangguo;  Hu, Zhanyi
浏览  |  Adobe PDF(6923Kb)  |  收藏  |  浏览/下载：485/103  |  提交时间：2018/10/09
Semantic Labeling  Fully Convolutional Network  Aerial Images  Convolutional Neural Network  Ensemble Learning  
SDE: A novel selective, discriminative and equalizing feature representation for visual recognition 期刊论文
International Journal of Computer Vision (IJCV), 2017, 卷号: 124, 期号: 2, 页码: 145~168
作者:  Guo-Sen Xie;  Xu-Yao Zhang;  Shuicheng Yan;  Cheng-Lin Liu
浏览  |  Adobe PDF(5169Kb)  |  收藏  |  浏览/下载：332/72  |  提交时间：2018/01/16
Convolutional Neural Network · Feature Learning · Pooling · Bag Of Words · Bilevel Optimization  
Central focused convolutional neural networks: Developing a data-driven model for lung nodule segmentation 期刊论文
MEDICAL IMAGE ANALYSIS, 2017, 卷号: 40, 期号: 40, 页码: 172-183
作者:  Wang, Shuo;  Zhou, Mu;  Liu, Zaiyi;  Liu, Zhenyu;  Gu, Dongsheng;  Zang, Yali;  Dong, Di;  Gevaert, Olivier;  Tian, Jie
浏览  |  Adobe PDF(3023Kb)  |  收藏  |  浏览/下载：595/229  |  提交时间：2018/01/08
Lung Nodule Segmentation  Convolutional Neural Networks  Deep Learning  Computer-aided Diagnosis  
Inter and intra-hemispheric structural imaging markers predict depression relapse after electroconvulsive therapy: a multisite study 期刊论文
TRANSLATIONAL PSYCHIATRY, 2017, 卷号: 7, 期号: 12, 页码: 1270
作者:  Wade, Benjamin S. C.;  Sui, Jing;  Hellemann, Gerhard;  Leaver, Amber M.;  Espinoza, Randall T.;  Woods, Roger P.;  Abbott, Christopher C.;  Joshi, Shantanu H.;  Narr, Katherine L.
浏览  |  Adobe PDF(783Kb)  |  收藏  |  浏览/下载：446/87  |  提交时间：2018/01/08
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A Full Density Stereo Matching System Based on the Combination of CNNs and Slanted-Planes 期刊论文
IEEE Transactions on Systems, Man and Cybernetics: Systems, 2017, 卷号: PP, 期号: 99, 页码: 1-12
作者:  Long Chen;  Lei Fan;  Jianda Chen;  Dongpu Cao;  Feiyue Wang
浏览  |  Adobe PDF(3043Kb)  |  收藏  |  浏览/下载：285/71  |  提交时间：2018/01/08
Image Reconstruction  Image Reconstruction  Stereo Vision  
Feature Learning for Steganalysis Using Convolutional Neural Networks 期刊论文
Multimedia Tools and Applications, 2017, 卷号: 0, 期号: 0, 页码: 1-25
作者:  Tan TN(谭铁牛);  Yinlong, Qian;  Jing, Dong;  Wei, Wang;  Tieniu, Tan
Adobe PDF(1416Kb)  |  收藏  |  浏览/下载：612/205  |  提交时间：2018/01/08
Feature Learning  
Two-Stream Deep Correlation Network for Frontal Face Recovery 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2017, 卷号: 24, 期号: 10, 页码: 1478-1482
作者:  Zhang, Ting;  Dong, Qiulei;  Tang, Ming;  Hu, Zhanyi
浏览  |  Adobe PDF(375Kb)  |  收藏  |  浏览/下载：350/89  |  提交时间：2018/01/04
Correlation Layer  Deep Neural Network  Frontal Face Recovery  Geometric Stream  Textural Stream