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An adaptive joint optimization framework for pruning and quantization 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 页码: 17
作者:  Li, Xiaohai;  Yang, Xiaodong;  Zhang, Yingwei;  Yang, Jianrong;  Chen, Yiqiang
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Model compression  Network pruning  Quantization  Mutual learning  Multi-teacher knowledge distillation  
Fpar: filter pruning via attention and rank enhancement for deep convolutional neural networks acceleration 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 页码: 13
作者:  Chen, Yanming;  Wu, Gang;  Shuai, Mingrui;  Lou, Shubin;  Zhang, Yiwen;  An, Zhulin
收藏  |  浏览/下载：17/0  |  提交时间：2024/05/20
Neural network  Model compression  Filter pruning  Attention  Rank enhancement  CNNs  
Bi-STAN: bilinear spatial-temporal attention network for wearable human activity recognition 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2023, 页码: 17
作者:  Gao, Chenlong;  Chen, Yiqiang;  Jiang, Xinlong;  Hu, Lisha;  Zhao, Zhicheng;  Zhang, Yuxin
收藏  |  浏览/下载：23/0  |  提交时间：2023/07/12
Human activity recognition  Spatial-temporal attention  Bilinear pooling  Low-redundancy  
Adaptive coefficient-based kernelized network for personalized activity recognition 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2021, 页码: 23
作者:  Hu, Lisha;  Hu, Chunyu;  Jiang, Xinlong;  Huo, Zheng
收藏  |  浏览/下载：48/0  |  提交时间：2021/12/01
Incremental learning  Activity recognition  Neural network  Wearable device  
A two-stage hybrid probabilistic topic model for refining image annotation 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2020, 卷号: 11, 期号: 2, 页码: 417-431
作者:  Tian, Dongping;  Shi, Zhongzhi
收藏  |  浏览/下载：49/0  |  提交时间：2020/12/10
Refining image annotation  Semantic gap  Expectation-maximization  PLSA  Max-bisection  Image retrieval  
Neural variational collaborative filtering with side information for top-K recommendation 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 11, 页码: 3273-3284
作者:  Deng, Xiaoyi;  Zhuang, Fuzhen;  Zhu, Zhiguo
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
Neural collaborative filtering  Variational autoencoder  Top-K recommendation  Side information  Implicit feedback  
Transfer channel pruning for compressing deep domain adaptation models 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 11, 页码: 3129-3144
作者:  Yu, Chaohui;  Wang, Jindong;  Chen, Yiqiang;  Qin, Xin
收藏  |  浏览/下载：75/0  |  提交时间：2020/12/10
Unsupervised domain adaptation  Transfer channel pruning  Accelerating  
Self-organizing weighted incremental probabilistic latent semantic analysis 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 12, 页码: 1987-1998
作者:  Li, Ning;  Luo, Wenjuan;  Yang, Kun;  Zhuang, Fuzhen;  He, Qing;  Shi, Zhongzhi
收藏  |  浏览/下载：76/0  |  提交时间：2019/08/16
Probabilistic latent semantic analysis  Weighted incremental learning  Similarity  Big data  
OKRELM: online kernelized and regularized extreme learning machine for wearable-based activity recognition 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 9, 页码: 1577-1590
作者:  Hu, Lisha;  Chen, Yiqiang;  Wang, Jindong;  Hu, Chunyu;  Jiang, Xinlong
收藏  |  浏览/下载：76/0  |  提交时间：2019/12/10
Extreme learning machine  Kernel  Activity recognition  Online learning  Wearable computing  
Density peaks clustering using geodesic distances 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 8, 页码: 1335-1349
作者:  Du, Mingjing;  Ding, Shifei;  Xu, Xiao;  Xue, Yu
收藏  |  浏览/下载：76/0  |  提交时间：2019/12/10
Data clustering  Density peaks clustering  Geodesic distances