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CASIA OpenIR

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Efficient spatiotemporal context modeling for action recognition 期刊论文
NEUROCOMPUTING, 2023, 卷号: 545, 页码: 13
作者:  Cao, Congqi;  Lu, Yue;  Zhang, Yifan;  Jiang, Dongmei;  Zhang, Yanning
收藏  |  浏览/下载：77/0  |  提交时间：2023/11/17
Action recognition  Long -range context modeling  Spatiotemporal feature map  Attention module  Relation  
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：310/67  |  提交时间：2022/11/21
Model compression  Quantized neural networks  Data-free quantization  
Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 175-186
作者:  Yang, Yukuan;  Chi, Xiaowei;  Deng, Lei;  Yan, Tianyi;  Gao, Feng;  Li, Guoqi
收藏  |  浏览/下载：202/0  |  提交时间：2022/11/21
Full 8-bit quantization  Network without batch normalization  Small batch  Online training  Resource-limited devices  
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：224/25  |  提交时间：2022/11/14
Adversarial example  Adversarial training  Model robustness  Contrastive learning  Natural language processing  
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：220/25  |  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：202/0  |  提交时间：2022/06/10
Model compression  Interpolation  Irregular convolutional kernels  
SegDQ: Segmentation assisted multi-object tracking with dynamic query-based transformers 期刊论文
NEUROCOMPUTING, 2022, 卷号: 481, 页码: 91-101
作者:  Liu, Yating;  Bai, Tianxiang;  Tian, Yonglin;  Wang, Yutong;  Wang, Jiangong;  Wang, Xiao;  Wang, Fei-Yue
Adobe PDF(2635Kb)  |  收藏  |  浏览/下载：296/42  |  提交时间：2022/06/06
Multi-object tracking  Transformer  Semantic task  Dynamic query  
PSNet: Perspective-sensitive convolutional network for object detection 期刊论文
NEUROCOMPUTING, 2022, 卷号: 468, 页码: 384-395
作者:  Zhang, Xin;  Liu, Yicheng;  Huo, Chunlei;  Xu, Nuo;  Wang, Lingfeng;  Pan, Chunhong
Adobe PDF(8656Kb)  |  收藏  |  浏览/下载：302/39  |  提交时间：2021/12/28
Object detection  Perspective-sensitive  Structural neural network  
Dynamic camera configuration learning for high-confidence active object detection 期刊论文
NEUROCOMPUTING, 2021, 卷号: 466, 页码: 113-127
作者:  Xu, Nuo;  Huo, Chunlei;  Zhang, Xin;  Cao, Yong;  Meng, Gaofeng;  Pan, Chunhong
Adobe PDF(4412Kb)  |  收藏  |  浏览/下载：282/52  |  提交时间：2021/12/28
Object detection  Active object detection  Deep reinforcement learning  Camera control  
Self-supervised graph representation learning via bootstrapping 期刊论文
NEUROCOMPUTING, 2021, 卷号: 456, 页码: 88-96
作者:  Che, Feihu;  Yang, Guohua;  Zhang, Dawei;  Tao, Jianhua;  Liu, Tong
Adobe PDF(1379Kb)  |  收藏  |  浏览/下载：360/59  |  提交时间：2021/11/03
Graph representation learning  Self-supervised  Bootstrapping  Graph neural network