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Representative Task Self-Selection for Flexible Clustered Lifelong Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 页码: 1-15
Authors:  Sun G(孙干);  Cong Y(丛杨);  Wang QQ(王倩倩);  Zhong BN(钟必能);  Fu Y(付昀)
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Clustering analysis  lifelong machine learning  multitask learning (MTL)  transfer learning  
Recurrent Generative Adversarial Network for Face Completion 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 429-442
Authors:  Wang Q(王强);  Fan HJ(范慧杰);  Sun G(孙干);  Ren WH(任卫红);  Tang YD(唐延东)
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Face  Feature extraction  Recurrent neural networks  Generative adversarial networks  Semantics  Image restoration  Gallium nitride  Recurrent neural network  generative adversarial network  face completion  short link  
基于迁移学习和知识蒸馏的加热炉温度预测方法 期刊论文
计算机集成制造系统, 2021, 页码: 1-13
Authors:  翟乃举;  周晓锋;  李帅;  史海波
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加热炉  迁移学习  时间卷积网络  知识蒸馏  
Deep Retinex Network for Single Image Dehazing 期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 1100-1115
Authors:  Li PY(李鹏越);  Tian JD(田建东);  Tang YD(唐延东);  Wang GL(王国霖);  Wu CD(吴成东)
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Image dehazing  retinex theory  pixel-wise attention  image restoration  
Double-layer model predictive control integrated with zone control 期刊论文
ISA Transactions, 2021, 页码: 1-11
Authors:  Sun HJ(孙浩杰);  Zou T(邹涛);  Liu JB(刘建帮);  Wang, Meicong
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Double-layer model predictive control  Zone control  Priority strategy  Control performance analysis  
Energy-efficient task offloading based on differential evolution in edge computing system with energy harvesting 期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 16383-16391
Authors:  Sun, Yingying;  Song CH(宋纯贺);  Yu SM(于诗矛);  Liu YY(刘意杨);  Pan, Hao;  Zeng P(曾鹏)
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Edge computing  task offloading  energy harvesting  differential evolutionary algorithm  
面向机械臂控制的强化学习方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  胡亚洲
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机器人控制  强化学习  值函数近似  优势函数  自由能原理  
具有柔性关节的冗余机器人柔顺控制研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  侯澈
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协作型机器人  柔顺控制  冗余机械臂  机器人动力学  人机协作  
工控系统态势理解算法研究 学位论文
专业学位硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  敖建松
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工业控制系统  态势感知  去噪自编码器  MSET  聚类算法  
基于深度学习的变电站设备故障诊断算法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  徐志远
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红外监测  故障诊断  深度学习  压缩与加速  图像分类