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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  
基于机器学习方法的汽车装配质量预测分析 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  刘舒锐
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汽车装配制造  质量预测  质量分析  加权支持向量机  随机森林  
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  
Real-time grasp type recognition using leap motion controller 会议论文
Intelligent Robotics and Applications - 12th International Conference, ICIRA 2019, Proceedings, Shenyang, China, August 8-11, 2019
Authors:  Zou YY(邹媛媛);  Liu, Honghai;  Zhang JL(张吉龙)
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Grasp type recognition  Feature representation  SVM Leap motion controller  
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  
Online multi-task clustering for human motion segmentation 会议论文
Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019, Seoul, Korea, Republic of, October 27-28, 2019
Authors:  Sun G(孙干);  Cong Y(丛杨);  Wang, Lichen;  DIng, Zhengming;  Fu, Yun
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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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基于深度学习和序列匹配的长航程场景识别算法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:  殷鹏
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同步定位建模  场景识别  无监督学习  序列匹配  
基于深度学习的目标跟踪算法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:  许凌云
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目标跟踪  计算机视觉  深度学习  尺度估计  
面向智能监控的人类异常行为检测方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:  周培培
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计算机视觉  视频分析  人群异常检测  暴力异常检测  人数异常检测