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深度神经网络结构:从人工设计到自动学习 学位论文
工学博士, 中科院自动化研究所: 中国科学院大学, 2019
Authors:  钟钊
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深度神经网络  深度学习  网络结构搜索  强化学习  机器学习  
Multi-task Layout Analysis for Historical Handwritten Documents Using Fully Convolutional Networks, 会议论文
, Stockholm, Sweden,, 13-19
Authors:  Yue Xu;  Fei Yin;  Zhaoxiang Zhang;  Chenglin Liu
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Improving Deep Neural Network Based Speech Synthesis through Contextual Feature Parametrization and Multi-Task Learning 期刊论文
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2018, 卷号: 90, 期号: 7, 页码: 1025-1037
Authors:  Wen, Zhengqi;  Li, Kehuang;  Huang, Zhen;  Lee, Chin-Hui;  Tao, Jianhua;  Zhengqi Wen
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Dnn-based Speech Synthesis  Vocoder  Speech Parametrization  Blstm  Phoneme Embedded Vector  Multi-task Learning  Pitch-scaled Spectrum  
Distinguishing Between Natural and Computer-Generated Images Using Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2018, 卷号: 13, 期号: 11, 页码: 2772 - 2787
Authors:  Weize Quan;  Kai Wang;  Dong-Ming Yan;  Xiaopeng Zhang
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Image Forensics  Natural Image  Computergenerated Image  Convolutional Neural Network  Robustness  Localto- Global Strategy  Visualization  
Deep unsupervised learning with consistent inference of latent representations 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 77, 期号: 5, 页码: 438-453
Authors:  Chang, Jianlong;  Wang, Lingfeng;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(2654Kb)  |  Favorite  |  View/Download:157/66  |  Submit date:2018/01/16
Deep Unsupervised Learning  Consistent Inference Of Latent Representations  
Robust offline handwritten character recognition through exploring writer-independent features under the guidance of printed data 期刊论文
PATTERN RECOGNITION LETTERS, 2018, 卷号: 106, 页码: 20-26
Authors:  Zhang, Yaping;  Liang, Shan;  Nie, Shuai;  Liu, Wenju;  Peng, Shouye
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Handwritten Character Recognition  Writer-independent Features  Adversarial Feature Learning  Convolutional Neural Network  
Drawing and Recognizing Chinese Characters with Recurrent Neural Network 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 4, 页码: 849-862
Authors:  Zhang, Xu-Yao;  Yin, Fei;  Zhang, Yan-Ming;  Liu, Cheng-Lin;  Bengio, Yoshua
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Recurrent Neural Network  Lstm  Gru  Discriminative Model  Generative Model  Handwriting  
Chinese Handwriting Generation by Neural Network Based Style Transformation 会议论文
Springer, 中国上海, 2017年9月
Authors:  Bi-Ren Tan;  Fei Yin;  Yi-Chao Wu;  Cheng-Lin Liu
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Handwriting Generation  Style Transformation  Neural Network Learning  
Centroid-aware local discriminative metric learning in speaker verification 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 72, 期号: 72, 页码: 176-185
Authors:  Sheng, Kekai;  Dong, Weiming;  Li, Wei;  Razik, Joseph;  Huang, Feiyue;  Hu, Baogang
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Text-independent Asv  Centroid-aware Balanced Boosting Sampling  Adaptive Neighborhood Component Analysis  Linear Magnet  
Robust Math Formula Recognition in Degraded Chinese Document Images 会议论文
, Kyoto Terrsa, November 10-15, 2017
Authors:  Ning Liu;  Dongxiang Zhang;  Xing Xu;  Long Guo;  Lijiang Chen;  Wenju Liu;  Dengfeng Ke
View  |  Adobe PDF(818Kb)  |  Favorite  |  View/Download:189/88  |  Submit date:2018/01/05