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EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 32, 期号: 0, 页码: 0
作者:  Ruan, Xiaofeng;  Liu, Yufan;  Yuan, Chunfeng;  Li, Bing;  Hu, Weiming;  Li, Yangxi;  Maybank, Stephen
Adobe PDF(3625Kb)  |  收藏  |  浏览/下载：297/43  |  提交时间：2021/06/17
Data-driven  low-rank decomposition  model compression and acceleration  structured pruning  
Learning 3D Human Shape and Pose from Dense Body Parts 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 0, 期号: 0, 页码: 0
作者:  Zhang, Hongwen;  Cao, Jie;  Lu, Guo;  Ouyang, Wanli;  Sun, Zhenan
Adobe PDF(4759Kb)  |  收藏  |  浏览/下载：192/45  |  提交时间：2021/06/16
3D human shape and pose estimation  decompose-and-aggregate network  position-aided rotation feature refinement  part-based dropout  
Finding Patterns in Adversarial Training 期刊论文
Chinese Automation Congress, 2020, 期号: 无, 页码: gress. 2020: 4130 4134.
作者:  Yutong Wang;  Fei-Yue Wang
Adobe PDF(1221Kb)  |  收藏  |  浏览/下载：102/38  |  提交时间：2021/06/15
Adversarial training  Feature map denoising  Channel pruning  
CNQ:Compressor-Based Non-uniform Quantization of Deep Neural Networks 期刊论文
Chinese Journal of Electronics, 2020, 卷号: 29, 期号: 6, 页码: 1126-1133
作者:  Yuan Yong;  Chen Chen;  Hu Xiyuan;  Peng Silong
收藏  |  浏览/下载：188/0  |  提交时间：2021/03/15
Non-uniform quantization  Knowledge distillation  Unlabeled samples  Network compression  
Recovery of Collided RFID Tags With Frequency Drift on Physical Layer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1593-1603
作者:  Junzhi Li;  Haifeng Wu;  Yu Zeng
浏览  |  Adobe PDF(8492Kb)  |  收藏  |  浏览/下载：190/61  |  提交时间：2021/03/11
Frequency drift  radial basis function (RBF)  radio frequency identification (RFID)  separation efficiency  tag collision  
Formation-Containment Control Using Dynamic Event-Triggering Mechanism for Multi-Agent Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1235-1248
作者:  Amir Amini;  Amir Asif;  Arash Mohammadi
浏览  |  Adobe PDF(1928Kb)  |  收藏  |  浏览/下载：116/40  |  提交时间：2021/03/11
Co-design convex optimization  dynamic event-triggered schemes  formation-containment control  multi-agent systems  
An Exponential Chaotic Oscillator Design and Its Dynamic Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1081-1086
作者:  Xiaoyuan Wang;  Chenxi Jin;  Xiaotao Min;  Dongsheng Yu;  Herbert Ho Ching Iu
浏览  |  Adobe PDF(3213Kb)  |  收藏  |  浏览/下载：100/40  |  提交时间：2021/03/11
Chaos  exponent  multisim  nonlinear circuits  oscillators  simulation  
Big Data Analytics in Telecommunications: Literature Review and Architecture Recommendations 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 18-38
作者:  Hira Zahid;  Tariq Mahmood;  Ahsan Morshed;  Timos Sellis
浏览  |  Adobe PDF(11375Kb)  |  收藏  |  浏览/下载：161/41  |  提交时间：2021/03/11
Big data analytics  BDA pipeline  BDA technology stack  lambda architecture  python  systematic literature review  telecommunications  
Networked Control Systems: A Survey of Trends and Techniques 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 1-17
作者:  Xian-Ming Zhang;  Qing-Long Han;  Xiaohua Ge;  Derui Ding;  Lei Ding;  Dong Yue;  Chen Peng
Adobe PDF(2099Kb)  |  收藏  |  浏览/下载：193/32  |  提交时间：2021/03/11
Event-triggered control  networked control systems  quantization control  sampled-data control  security control  
CNQ: Compressor-Based Non-uniform Quantization of Deep Neural NetworksInspec keywordsOther keywordsKey words 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2020, 卷号: 29, 期号: 6, 页码: 1126-1133
作者:  Yuan, Yong;  Chen, Chen;  Hu, Xiyuan;  Peng, Silong
收藏  |  浏览/下载：278/0  |  提交时间：2021/03/08
entropy  image classification  learning (artificial intelligence)  neural nets  object detection  optimisation  quantisation (signal)  network structure  DNN  low-bit quantization  time-consuming training  compressor-based fast nonuniform quantization method  quantization model  post-training quantization methods  deep neural networks  network quantization  compressor-based nonuniform quantization  CNQ  Non-uniform quantization  Knowledge distillation  Unlabeled samples  Network compression