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深度学习在医学图像分割中的研究与应用 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  杨雪松
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医学图像分割,深度学习,卷积网络,度量学习,对抗网络,循环神经网络,协同分割  
基于深度学习的语音合成方法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  郑艺斌
Adobe PDF(8630Kb)  |  Favorite  |  View/Download:32/1  |  Submit date:2019/06/18
语音合成  深度学习  韵律建模  端到端声学建模  多风格建模  
物体分类与检测中的小样本学习 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  李岩
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物体分类  物体检测  小样本学习  零样本学习  混合监督检测  
Multi-modal multi-view Bayesian semantic embedding for community question answering 期刊论文
NEUROCOMPUTING, 2019, 卷号: 334, 期号: 1, 页码: 44-58
Authors:  Lei Sang;  Min Xu;  Shengsheng Qian;  Xindong Wu
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Community question answering  Semantic embedding  Multi-modal  Multi-view  Topic model  Word embedding  
Variational Bayesian Learning for Dirichlet Process Mixture of Inverted Dirichlet Distributions in Non-Gaussian Image Feature Modeling 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 2, 页码: 449-463
Authors:  Ma, Zhanyu;  Lai, Yuping;  Kleijn, W. Bastiaan;  Song, Yi-Zhe;  Wang, Liang;  Guo, Jun
Favorite  |  View/Download:4/0  |  Submit date:2019/07/12
Bayesian estimation  computer vision  Dirichlet process (DP) mixture  inverted Dirichlet distribution  variational learning  
Doubly Semi-supervised Multimodal Adversarial Learning for Classification, Generation and Retrieval 会议论文
, Shanghai, China, July 8-12, 2019
Authors:  Du Changde;  Du Changying;  He Huiguang
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Brain Encoding and Decoding in fMRI with Bidirectional Deep Generative Models 期刊论文
Engineering, 2019, 期号: 0, 页码: 1-8
Authors:  Du Changde;  Li Jinpeng;  Huang Lijie;  He Huiguang
View  |  Adobe PDF(497Kb)  |  Favorite  |  View/Download:105/38  |  Submit date:2019/05/06
Brain Encoding And Decoding  Fmri  Deep Neural Networks  Deep Generative Models  Dual Learning  
Incremental Learning from Scratch for Task-Oriented Dialogue Systems 会议论文
, Florence, Italia, 2019
Authors:  Weikang Wang;  Jiajun Zhang;  Qian Li;  Mei-Yuh Hwang;  Chengqing Zong;  Zhifei Li
View  |  Adobe PDF(1511Kb)  |  Favorite  |  View/Download:1/0  |  Submit date:2019/10/09
An overview of contour detection approaches 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 6, 页码: 656-672
Authors:  Gong XY(宫新一);  Hu Su;  De Xu;  Zhengtao Zhang;  Fei Shen;  Huabin Yang
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Contour Detection, Contour Salience, Gestalt Principle, Contour Grouping, Active Contour  
基于对抗学习的非受控环境下人脸识别方法研究 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  胡一博
Adobe PDF(9284Kb)  |  Favorite  |  View/Download:91/3  |  Submit date:2018/06/09
人脸识别  对抗学习  卷积神经网络  非受控环境