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CASIA OpenIR

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Hierarchical graph attention network for temporal knowledge graph reasoning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 550, 页码: 126390
作者:  Shao, Pengpeng;  He, Jiayi;  Li, Guanjun;  Zhang, Dawei;  Tao, Jianhua
Adobe PDF(589Kb)  |  收藏  |  浏览/下载：171/13  |  提交时间：2023/11/17
Temporal knowledge graphs  Graph attention network  Reasoning  
Protecting by attacking: A personal information protecting method with cross-modal adversarial examples 期刊论文
NEUROCOMPUTING, 2023, 卷号: 551, 页码: 11
作者:  Zhao, Mengnan;  Wang, Bo;  Guo, Weikuo;  Wang, Wei
收藏  |  浏览/下载：96/0  |  提交时间：2023/11/17
Security  Cross-modal  Image captioning  Adversarial attacks  
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  
Dual-discriminator adversarial framework for data-free quantization 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 67-77
作者:  Li, Zhikai;  Ma, Liping;  Long, Xianlei;  Xiao, Junrui;  Gu, Qingyi
Adobe PDF(1512Kb)  |  收藏  |  浏览/下载：354/76  |  提交时间：2022/11/21
Model compression  Quantized neural networks  Data-free quantization  
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  
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  
AHDet: A dynamic coarse-to-fine gaze strategy for active object detection 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 522-532
作者:  Xu, Nuo;  Huo, Chunlei;  Zhang, Xin;  Pan, Chunhong
Adobe PDF(2664Kb)  |  收藏  |  浏览/下载：341/66  |  提交时间：2022/09/19
Object detection  Active object detection  Deep reinforcement learning  Convolutional neural networks  
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  
Efficient convolutional networks learning through irregular convolutional kernels 期刊论文
NEUROCOMPUTING, 2022, 卷号: 489, 页码: 167-178
作者:  Guo, Weiyu;  Ma, Jiabin;  Ouyang, Yidong;  Wang, Liang;  Huang, Yongzhen
收藏  |  浏览/下载：232/0  |  提交时间：2022/06/10
Model compression  Interpolation  Irregular convolutional kernels  
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：331/74  |  提交时间：2021/12/28
Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Double DQN