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Data-Based Reinforcement Learning for Nonzero-Sum Games With Unknown Drift Dynamics 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 8, 页码: 2874-2885
Authors:  Zhang, Qichao;  Zhao, Dongbin
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Integral reinforcement learning (IRL)  neural network (NN)  nonzero-sum (NZS) games  off-policy  single-critic  unknown drift dynamics  
Blind image quality assessment via learnable attention-based pooling 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 91, 页码: 332-344
Authors:  Gu, Jie;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
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Image quality assessment  Perceptual image quality  Visual attention  Convolutional neural network  Learnable pooling  
Mutual Component Convolutional Neural Networks for Heterogeneous Face Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 6, 页码: 3102-3114
Authors:  Deng, Zhongying;  Peng, Xiaojiang;  Li, Zhifeng;  Qiao, Yu
Favorite  |  View/Download:4/0  |  Submit date:2019/07/12
Heterogeneous face recognition  mutual component analysis  mutual component convolutional neural network  
Incremental Updating Multirobot Formation Using Nonlinear Model Predictive Control Method With General Projection Neural Network 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 卷号: 66, 期号: 6, 页码: 4502-4512
Authors:  Xiao, Hanzhen;  Chen, C. L. Philip
Favorite  |  View/Download:4/0  |  Submit date:2019/07/12
General projection neural network (GPNN)  incremental updating method  multirobot formation control  nonlinear model predictive control (NMPC)  
Driver Activity Recognition for Intelligent Vehicles: A Deep Learning Approach 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 卷号: 68, 期号: 6, 页码: 5379-5390
Authors:  Xing, Yang;  Lv, Chen;  Wang, Huaji;  Cao, Dongpu;  Velenis, Efstathios;  Wang, Fei-Yue
Favorite  |  View/Download:0/0  |  Submit date:2019/09/30
Driver behavior  driver distraction  convolutional neural network  transfer learning  
A Hierarchical Contextual Attention-based Network for Sequential Recommendation 期刊论文
Neurocomputing, 2019, 期号: no, 页码: no
Authors:  Qiang Cui;  Shu Wu;  Yan Huang;  Liang Wang
View  |  Adobe PDF(545Kb)  |  Favorite  |  View/Download:30/8  |  Submit date:2019/05/09
Sequential Recommendation  Short-term Interest  Context  Attention Mechanism  Recurrent Neural Network  
Rotaion and Scale-invariant Object Detector for High Resolution Optical Remote Sensing Images 会议论文
, 日本横滨, 2019年7月29日-2019年8月2日
Authors:  Huang H(黄河);  Huo CL(霍春雷);  Wei FL(魏飞龙);  Pan CH(潘春洪)
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Rotation-invariant  Scale-invariant  Convolutional Neural Network  Optical Remote Sensing  Object Detection  
Un-supervised and semi-supervised hand segmentation in egocentric images with noisy label learning 期刊论文
NEUROCOMPUTING, 2019, 卷号: 334, 页码: 11-24
Authors:  Li, Yinlin;  Jia, Lihao;  Wang, Zidong;  Qian, Yang;  Qiao, Hong
Favorite  |  View/Download:10/0  |  Submit date:2019/07/12
Hand segmentation  Un-supervised  Semi-supervised  Deep convolutional neural network  Noisy label  
Fast and Robust Reconstruction Method for Fluorescence Molecular Tomography based on Deep Neural Network 会议论文
, The Moscone Center, San Francisco, California, USA, 2019-02-02
Authors:  Huang C(黄超);  Meng Hui;  Yuan Gao;  Shixin Jiang;  Kun Wang;  Jie Tian
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Fluorescence Molecular Tomography, Ill-poseness, Deep Convolution Neural Network, Reconstruction.  
StarCraft Micromanagement With Reinforcement Learning and Curriculum Transfer Learning 期刊论文
IEEE Transactions on Emerging Topics in Computational Intelligence, 2019, 卷号: 3, 期号: 1, 页码: 73-84
Authors:  Kun Shao;  Yuanheng Zhu;  Dongbin Zhao
View  |  Adobe PDF(4125Kb)  |  Favorite  |  View/Download:56/39  |  Submit date:2019/04/22
Reinforcement Learning, Transfer Learning, Curriculum Learning, Neural Network, Game Ai