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CASIA OpenIR

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Nearly optimal stabilization of unknown continuous-time nonlinear systems: A new parallel control approach 期刊论文
NEUROCOMPUTING, 2024, 卷号: 578, 页码: 12
作者:  Lu, Jingwei;  Wang, Xingxia;  Wei, Qinglai;  Wang, Fei-Yue
收藏  |  浏览/下载：1/0  |  提交时间：2024/07/03
Adaptive dynamic programming (ADP)  Integral reinforcement learning (IRL)  Nearly optimal control  Nonaffine nonlinearity  Parallel control  Unknown nonlinear systems  
A novel energy management method for multiple residential energy systems with energy exchange 期刊论文
NEUROCOMPUTING, 2024, 卷号: 575, 页码: 9
作者:  Li, Hongyang;  Wei, Qinglai
收藏  |  浏览/下载：3/0  |  提交时间：2024/07/03
Energy management  Multiple residential energy systems  Energy optimization of batteries  Action-dependent heuristic dynamic  programming (ADHDP)  
Balanced knowledge distillation for long-tailed learning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 527, 页码: 36-46
作者:  Zhang, Shaoyu;  Chen, Chen;  Hu, Xiyuan;  Peng, Silong
Adobe PDF(2184Kb)  |  收藏  |  浏览/下载：165/8  |  提交时间：2023/11/17
Long-tailed learning  Knowledge distillation  Vision and text classification  
Frequency-based pseudo-domain generation for domain generalizable object detection 期刊论文
NEUROCOMPUTING, 2023, 卷号: 542, 页码: 12
作者:  Zhang, Siqi;  Zhang, Lu;  Liu, Zhi-Yong
Adobe PDF(3838Kb)  |  收藏  |  浏览/下载：141/12  |  提交时间：2023/11/17
Domain generalization  Object detection  Transfer learning  Self-Supervised learning  
FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis 期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
作者:  Zhang, Chang;  Meng, Xiangzhu;  Liu, Qiang;  Wu, Shu;  Wang, Liang;  Ning, Huansheng
Adobe PDF(3483Kb)  |  收藏  |  浏览/下载：137/2  |  提交时间：2023/11/16
Functional magnetic resonance image  Brain network  Federated learning  Deep neural networks  Brain disease diagnosis  
ASCL: Adversarial supervised contrastive learning for defense against word substitution attacks 期刊论文
NEUROCOMPUTING, 2022, 卷号: 510, 页码: 59-68
作者:  Shi, Jiahui;  Li, Linjing;  Zeng, Daniel
Adobe PDF(1054Kb)  |  收藏  |  浏览/下载：265/32  |  提交时间：2022/11/14
Adversarial example  Adversarial training  Model robustness  Contrastive learning  Natural language processing  
Cross stage partial connections based weighted Bi-directional feature pyramid and enhanced spatial transformation network for robust object detection 期刊论文
NEUROCOMPUTING, 2022, 卷号: 513, 页码: 70-82
作者:  Lu, Yan-Feng;  Yu, Qian;  Gao, Jing-Wen;  Li, Yi;  Zou, Jun-Cheng;  Qiao, Hong
Adobe PDF(3025Kb)  |  收藏  |  浏览/下载：257/10  |  提交时间：2022/11/14
Robust object detection  Structural deformation  Image detection  Spatial transformation  
Monte Carlo-based reinforcement learning control for unmanned aerial vehicle systems 期刊论文
NEUROCOMPUTING, 2022, 卷号: 507, 页码: 282-291
作者:  Wei, Qinglai;  Yang, Zesheng;  Su, Huaizhong;  Wang, Lijian
收藏  |  浏览/下载：239/0  |  提交时间：2022/09/19
Reinforcement learning  Adaptive dynamic programming (ADP)  UAV control  Monte Carlo simulation  Neural networks  
Learning adversarial point-wise domain alignment for stereo matching 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 564-574
作者:  Zhang, Chenghao;  Meng, Gaofeng;  Xu, Richard Yi Da;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(3885Kb)  |  收藏  |  浏览/下载：358/56  |  提交时间：2022/09/19
Stereo Matching  Domain adaptation  Point-wise linear transformation  Adversarial learning  
Meta Graph Transformer: A Novel Framework for Spatial-Temporal Traffic Prediction 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 544-563
作者:  Ye, Xue;  Fang, Shen;  Sun, Fang;  Zhang, Chunxia;  Xiang, Shiming
Adobe PDF(3491Kb)  |  收藏  |  浏览/下载：264/35  |  提交时间：2022/09/19
Traffic prediction  Spatial-temporal modeling  Meta-learning  Attention mechanism  Deep learning