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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：193/21  |  提交时间：2022/11/14
Adversarial example  Adversarial training  Model robustness  Contrastive learning  Natural language processing  
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：237/46  |  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：193/23  |  提交时间：2022/09/19
Traffic prediction  Spatial-temporal modeling  Meta-learning  Attention mechanism  Deep learning  
Supervised assisted deep reinforcement learning for emergency voltage control of power systems 期刊论文
NEUROCOMPUTING, 2022, 卷号: 475, 页码: 69-79
作者:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Dai, Yuxin;  Yu, Zhihong;  Zhang, Jun Jason;  Bu, Guangquan;  Wang, Fei-Yue
Adobe PDF(2551Kb)  |  收藏  |  浏览/下载：270/56  |  提交时间：2022/06/06
Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Emergency control  
SADRL: Merging human experience with machine intelligence via supervised assisted deep reinforcement learning 期刊论文
NEUROCOMPUTING, 2022, 卷号: 467, 页码: 300-309
作者:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Jin, Junchen;  Huang, Yanhao;  Zhang, Jun Jason;  Wang, Fei-Yue
Adobe PDF(1244Kb)  |  收藏  |  浏览/下载：266/59  |  提交时间：2021/12/28
Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Double DQN  
Asymmetric CycleGAN for image-to-image translations with uneven complexities 期刊论文
NEUROCOMPUTING, 2020, 卷号: 415, 期号: 2020, 页码: 114-122
作者:  Dou, Hao;  Chen, Chen;  Hu, Xiyuan;  Jia, Libang;  Peng, Silong
Adobe PDF(3009Kb)  |  收藏  |  浏览/下载：292/45  |  提交时间：2021/01/07
Unpaired Image Translation  CycleGAN  Asymmetric Translation  Average Image Entropy  Edge-retain Prior  
Re-KISSME: A robust resampling scheme for distance metric learning in the presence of label noise 期刊论文
NEUROCOMPUTING, 2019, 卷号: 330, 期号: 22, 页码: 138-150
作者:  Zeng, Fanxia;  Zhang, Wensheng;  Zhang, Siheng;  Zheng, Nan
浏览  |  Adobe PDF(917Kb)  |  收藏  |  浏览/下载：360/53  |  提交时间：2019/07/12
Resampling scheme  KISSME  Distance metric learning  Label noise  
Human activity prediction using temporally-weighted generalized time warping 期刊论文
NEUROCOMPUTING, 2017, 卷号: 225, 期号: 1, 页码: 139-147
作者:  Wang, Haoran;  Yang, Wankou;  Yuan, Chunfeng;  Ling, Haibin;  Hu, Weiming
浏览  |  Adobe PDF(1309Kb)  |  收藏  |  浏览/下载：360/106  |  提交时间：2017/05/05
Activity Prediction  Time Warping  Alignment  
Personalized ranking with pairwise Factorization Machines 期刊论文
NEUROCOMPUTING, 2016, 卷号: 214, 期号: null, 页码: 191-200
作者:  Guo, Weiyu;  Wu, Shu;  Wang, Liang;  Tan, Tieniu
Adobe PDF(867Kb)  |  收藏  |  浏览/下载：460/187  |  提交时间：2016/10/24
Personalized Ranking  Adaptive Sampling  Pairwise Learning  
SERVE: Soft and Equalized Residual VEctors for image retrieval 期刊论文
NEUROCOMPUTING, 2016, 卷号: 207, 期号: 0, 页码: 202-212
作者:  Li, Jun;  Xu, Chang;  Gong, Mingming;  Xing, Junliang;  Yang, Wankou;  Sun, Changyin
浏览  |  Adobe PDF(2902Kb)  |  收藏  |  浏览/下载：375/103  |  提交时间：2016/12/26
Serve  Manifolds  Multi-graph Embedding  Graph Ensemble  Image Retrieval