中国科学院计算技术研究所机构知识库

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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
	DPQ: dynamic pseudo-mean mixed-precision quantization for pruned neural network 期刊论文 MACHINE LEARNING, 2024, 页码: 14 作者:  Pei, Songwen;  Wang, Jiyao;  Zhang, Bingxue;  Qin, Wei;  Xue, Hai;  Ye, Xiaochun;  Chen, Mingsong 收藏  |  浏览/下载：14/0  |  提交时间：2024/05/20 Big data  Compression  Deep learning  Pseudo-mean mixed-precision quantization  Pruned neural network
	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
	Improving fraud detection via imbalanced graph structure learning 期刊论文 MACHINE LEARNING, 2023, 页码: 22 作者:  Ren, Lingfei;  Hu, Ruimin;  Liu, Yang;  Li, Dengshi;  Wu, Junhang;  Zang, Yilong;  Hu, Wenyi 收藏  |  浏览/下载：9/0  |  提交时间：2024/05/20 Fraud detection  Graph structure learning  Homophily  Heterophily
	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
	Stabilize deep ResNet with a sharp scaling factor tau 期刊论文 MACHINE LEARNING, 2022, 页码: 34 作者:  Zhang, Huishuai;  Yu, Da;  Yi, Mingyang;  Chen, Wei;  Liu, Tie-Yan 收藏  |  浏览/下载：31/0  |  提交时间：2022/12/07
	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