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移动机器人自主跟踪与动态避障研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  任恒乐
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同时定位与建图  社会力模型  行人模型  人工势场法  A*算法  
无人机室内视觉同时定位与地图构建方法与系统研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  王化友
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无人机  同时定位与地图构建  特征法  直接法  多相机  
Anomaly detection via adaptive greedy model 期刊论文
Neurocomputing, 2019, 卷号: 330, 页码: 369-379
Authors:  Hou DD(侯冬冬);  Cong Y(丛杨);  Sun G(孙干);  Liu J(刘霁);  Xu XW(徐晓伟)
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Anomaly detection  Dictionary selection  Forward–backward greedy algorithm  ℓ0 norm  ℓ2,0 norm  
Lifelong Metric Learning 期刊论文
IEEE Transactions on Cybernetics, 2019, 卷号: 49, 期号: 8, 页码: 3168-3179
Authors:  Sun G(孙干);  Cong Y(丛杨);  Liu J(刘霁);  Liu LQ(刘连庆);  Xu XW(徐晓伟);  Yu HB(于海斌)
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Lifelong Learning  Metric Learning  Multi-task Learning  Low-rank Subspace  
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  
Synchronous Adversarial Feature Learning for LiDAR based Loop Closure Detection 会议论文
2018 Annual American Control Conference, ACC 2018, Milwauke, WI, United states, June 27-29, 2018
Authors:  Yin P(殷鹏);  He YQ(何玉庆);  Xu LY(许凌云);  Peng Y(彭艳);  Han JD(韩建达);  Xu WL(徐卫良)
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Online Low-Rank Metric Learning via Parallel Coordinate Descent Method 会议论文
2018 24th International Conference on Pattern Recognition (ICPR), Beijing, China, August 20-24, 2018
Authors:  Sun G(孙干);  Cong Y(丛杨);  Wang Q(王强);  Xu XW(徐晓伟)
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Active Lifelong Learning with “Watchdog” 会议论文
32nd AAAI Conference on Artificial Intelligence (AAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018
Authors:  Sun G(孙干);  Cong Y(丛杨);  Xu XW(徐晓伟)
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Clustered Lifelong Learning via Representative Task Selection 会议论文
2018 IEEE International Conference on Big Knowledge (ICBK), Singapore, November 17-18, 2018
Authors:  Sun G(孙干);  Cong Y(丛杨);  Kong, Yu;  Xu XW(徐晓伟)
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Lifelong Learning  Clustering Analysis  Multi-task Learning  Transfer Learning  
Robust Lifelong Multi-task Multi-view Representation Learning 会议论文
2018 IEEE International Conference on Big Knowledge (ICBK), Singapore, November 17-18, 2018
Authors:  Sun G(孙干);  Cong Y(丛杨);  Li, Jun;  Fu, Yun
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Lifelong machine learning  Multi-view learning  Multi-task Learning  Online learning