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DyTSCL: Dynamic graph representation via tempo-structural contrastive learning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 556, 页码: 8
作者:  Li, Jianian;  Bao, Peng;  Yan, Rong;  Shen, Huawei
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
Graph representation learning  Contrastive learning  Dynamic graph  Tempo-structural information  
Incorporating NODE with pre-trained neural differential operator for learning dynamics 期刊论文
NEUROCOMPUTING, 2023, 卷号: 528, 页码: 48-58
作者:  Gong, Shiqi;  Meng, Qi;  Wang, Yue;  Wu, Lijun;  Chen, Wei;  Ma, Zhiming;  Liu, Tie-Yan
收藏  |  浏览/下载:14/0  |  提交时间:2023/07/12
Neural ODE  Learning dynamics  Neural operator  
Balanced masking strategy for multi-label image classification 期刊论文
NEUROCOMPUTING, 2023, 卷号: 522, 页码: 64-72
作者:  Yuan, Jin;  Zhang, Yao;  Shi, Zhongchao;  Geng, Xin;  Fan, Jianping;  Rui, Yong
收藏  |  浏览/下载:14/0  |  提交时间:2023/07/12
Multi -label image classification  Data imbalance  Masking strategy  Graph neural network  
Spatial-temporal modeling for prediction of stylized human motion 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 34-42
作者:  Zhong, Chongyang;  Hu, Lei;  Xia, Shihong
收藏  |  浏览/下载:13/0  |  提交时间:2023/07/12
stylized motion  transformer  human motion prediction  spatial-temporal modeling  constant variance GMM  
CLIP4Clip: An empirical study of CLIP for end to end video clip retrieval and captioning 期刊论文
NEUROCOMPUTING, 2022, 卷号: 508, 页码: 293-304
作者:  Luo, Huaishao;  Ji, Lei;  Zhong, Ming;  Chen, Yang;  Lei, Wen;  Duan, Nan;  Li, Tianrui
收藏  |  浏览/下载:31/0  |  提交时间:2022/12/07
Video retrieval  Video captioning  CLIP  
EALI: Energy-aware layer-level scheduling for convolutional neural network inference services on GPUs 期刊论文
NEUROCOMPUTING, 2022, 卷号: 507, 页码: 265-281
作者:  Yao, Chunrong;  Liu, Wantao;  Liu, Zhibing;  Yan, Longchuan;  Hu, Songlin;  Tang, Weiqing
收藏  |  浏览/下载:27/0  |  提交时间:2022/12/07
Scheduling  Convolutional neural networks (CNNs)  GPUs  Service-level-objective (SLO)  Energy minimization  Inference services  
HIRE: Distilling high-order relational knowledge from heterogeneous graph neural networks 期刊论文
NEUROCOMPUTING, 2022, 卷号: 507, 页码: 67-83
作者:  Liu, Jing;  Zheng, Tongya;  Hao, Qinfen
收藏  |  浏览/下载:12/0  |  提交时间:2023/07/12
Graph embedding  Heterogeneous graph  Graph neural networks  Knowledge distillation  
Accelerating deep neural network filter pruning with mask-aware convolutional computations on modern CPUs 期刊论文
NEUROCOMPUTING, 2022, 卷号: 505, 页码: 375-387
作者:  Ma, Xiu;  Li, Guangli;  Liu, Lei;  Liu, Huaxiao;  Wang, Xueying
收藏  |  浏览/下载:13/0  |  提交时间:2023/07/12
Deep learning systems  Neural network compression  Filter pruning  
STC-NAS: Fast neural architecture search with source-target consistency 期刊论文
NEUROCOMPUTING, 2022, 卷号: 497, 页码: 227-238
作者:  Sun, Zihao;  Hu, Yu;  Yang, Longxing;  Lu, Shun;  Mei, Jilin;  Han, Yinhe;  Li, Xiaowei
收藏  |  浏览/下载:20/0  |  提交时间:2022/12/07
Neural architecture search  Consistency  Automatic  Jensen-Shannon divergence  
Multimodal graph neural network for video procedural captioning 期刊论文
NEUROCOMPUTING, 2022, 卷号: 488, 页码: 88-96
作者:  Ji, Lei;  Tu, Rongcheng;  Lin, Kevin;  Wang, Lijuan;  Duan, Nan
收藏  |  浏览/下载:18/0  |  提交时间:2022/12/07
Multimodal video captioning  Graph neural network