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基于在线学习的多任务方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  孙干
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终身机器学习  多任务学习  在线学习  度量学习  迁移学习  
AUV入坞过程中组合导航问题的研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  魏奥博
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水下机器人  入坞  导航  超短基线  
一种板型物体混叠场景的快速分割算法 期刊论文
光学学报, 2019, 卷号: 39, 期号: 4, 页码: 1-10
Authors:  鲁荣荣;  朱枫;  吴清潇;  崔芸阁;  孔研自;  陈佛计
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机器视觉  点云分割  深度图  随机采样一致性算法  
Learning joint space–time–frequency features for EEG decoding on small labeled data 期刊论文
Neural Networks, 2019, 卷号: 114, 页码: 67-77
Authors:  Zhao DY(赵冬晔);  Tang FZ(唐凤珍);  Si BL(斯白露);  Feng XS(封锡盛)
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Brain-computer interfaces  Convolutional neural network  Joint space–time–frequency feature learning  Subject-to-subject weight transfer  Small labeled data  
Atomic force microscopy in probing tumor physics for nanomedicine 期刊论文
IEEE Transactions on Nanotechnology, 2019, 卷号: 18, 页码: 83-113
Authors:  Li M(李密);  Xi N(席宁);  Wang YC(王越超);  Liu LQ(刘连庆)
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atomic force microscopy  physical oncology  nanomedicine  cell mechanics  molecular recognition  tissue characterization  
Active object detection with multistep action prediction using deep q-network 期刊论文
IEEE Transactions on Industrial Informatics, 2019, 卷号: 15, 期号: 6, 页码: 3723-3731
Authors:  Han XN(韩小宁);  Liu HP(刘华平);  Sun FC(孙富春);  Zhang, Xinyu
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Active object detection  active vision  deep Q-learning network (DQN)  dueling architecture  reinforcement learning  
Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation 会议论文
2019 IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, Korea, October 27 - November 2, 2019
Authors:  Dong JH(董家华);  Cong Y(丛杨);  Sun G(孙干);  Hou DD(侯冬冬)
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A novel pyramidal cell type promotes sharp-wave synchronization in the hippocampus 期刊论文
NATURE NEUROSCIENCE, 2018, 卷号: 21, 期号: 7, 页码: 985–995
Authors:  Hunt, David L.;  Linaro, Daniele;  Si BL(斯白露);  Romani, Sandro;  Spruston, Nelson
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Learning Continuous Control through Proximal Policy Optimization for Mobile Robot Navigation 会议论文
2018 International Conference on Future Technology and Disruptive Innovation, Hangzhou, China, December 7-8, 2018
Authors:  Zeng TP(曾太平)
Adobe PDF(1639Kb)  |  Favorite  |  View/Download:58/8  |  Submit date:2018/12/27
Mobile Robots  Deep Reinforcement Learning  Continuous Control  Proximal Policy Optimization  Robot Navigation  Mobile Robot Learning  
On Convergence Properties of Implicit Self-paced Objective 期刊论文
Information Sciences, 2018, 卷号: 462, 页码: 132-140
Authors:  Ma, Zilu;  Liu, Shiqi;  Meng DY(孟德宇);  Zhang, Yong;  Lo, SioLong;  Han Z(韩志)
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Self-paced Learning  Machine Learning  Non-convex Optimization  Convergence