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CASIA OpenIR
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Data Augmented Deep Behavioral Cloning for Urban Traffic Control Operations Under a Parallel Learning Framework 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 23, 期号: 6, 页码: 5128-5137
作者:  Li, Xiaoshuang;  Ye, Peijun;  Jin, Junchen;  Zhu, Fenghua;  Wang, Fei-Yue
Adobe PDF(2319Kb)  |  收藏  |  浏览/下载：311/62  |  提交时间：2022/01/27
Generative adversarial networks  Data models  Gallium nitride  Task analysis  Complex systems  Intelligent traffic signal operations  deep behavioral cloning  
Conditional Uncorrelation and Efficient Subset Selection in Sparse Regression 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 10
作者:  Wang, Jianji;  Zhang, Shupei;  Liu, Qi;  Du, Shaoyi;  Guo, Yu-Cheng;  Zheng, Nanning;  Wang, Fei-Yue
收藏  |  浏览/下载：209/0  |  提交时间：2022/01/27
Correlation  Matching pursuit algorithms  Approximation algorithms  Robots  Multivariate regression  Linear approximation  Encoding  Conditional uncorrelation  dental age assessment  multivariate correlation  sparse coding  sparse regression  subset selection  
Drill the Cork of Information Bottleneck by Inputting the Most Important Data 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:  Peng, Xinyu;  Zhang, Jiawei;  Wang, Fei-Yue;  Li, Li
收藏  |  浏览/下载：200/0  |  提交时间：2022/01/27
Training  Signal to noise ratio  Mutual information  Optimization  Convergence  Deep learning  Tools  Information bottleneck (IB) theory  machine learning  minibatch stochastic gradient descent (SGD)  typicality sampling