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Unsupervised Network Quantization via Fixed-Point Factorization 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2020, 期号: 1, 页码: 1
作者:  Wang, Peisong;  He, Xiangyu;  Chen, Qiang;  Cheng, Anda;  Liu, Qingshan;  Cheng, Jian
Adobe PDF(1998Kb)  |  收藏  |  浏览/下载：234/58  |  提交时间：2020/10/20
Acceleration , compression , deep neural networks (DNNs) , fixed-point quantization , unsupervised quantization.  
Efficient Face Alignment with Fast Normalization and Contour Fitting Loss 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications, 2019, 期号: 3, 页码: 16
作者:  Liu, Zhiwei;  Zhu, Xiangyu;  Tang, Ming;  Lei, Zhen;  Wang, Jinqiao
浏览  |  Adobe PDF(1359Kb)  |  收藏  |  浏览/下载：255/67  |  提交时间：2020/09/10
Face alignment, convolutional neural networks, real-time, semantic meaning  
Real-Time Multi-Scale Face Detector on Embedded Devices 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 9, 页码: 22
作者:  Zhao, Xu;  Liang, Xiaoqing;  Zhao, Chaoyang;  Tang, Ming;  Wang, Jinqiao
浏览  |  Adobe PDF(3135Kb)  |  收藏  |  浏览/下载：329/64  |  提交时间：2019/05/16
face detection  ARM-based devices  model acceleration  computer vision  
Feature Distilled Tracking 期刊论文
IEEE Transaction on Cybernetics, 2019, 卷号: 49, 期号: 2, 页码: 440 - 452
作者:  Zhu Guibo;  Jinqiao Wang;  Peisong Wang;  Yi Wu;  Hanqing Lu
浏览  |  Adobe PDF(2450Kb)  |  收藏  |  浏览/下载：588/158  |  提交时间：2018/10/10
Correlation Filter  Model Compression  Visual Tracking  
Recent advances in efficient computation of deep convolutional neural networks 期刊论文
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2018, 卷号: 19, 期号: 1, 页码: 64-77
作者:  Cheng, Jian;  Wang, Pei-song;  Li, Gang;  Hu, Qing-hao;  Lu, Han-qing
浏览  |  Adobe PDF(582Kb)  |  收藏  |  浏览/下载：445/109  |  提交时间：2018/05/05
Deep Neural Networks  Acceleration  Compression  Hardware Accelerator  
DeepSearch: A Fast Image Search Framework for Mobile Devices 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2018, 卷号: 14, 期号: 1, 页码: 6
作者:  Wang, Peisong;  Hu, Qinghao;  Fang, Zhiwei;  Zhao, Chaoyang;  Cheng, Jian
浏览  |  Adobe PDF(1203Kb)  |  收藏  |  浏览/下载：552/192  |  提交时间：2018/05/05
Convolutional Neural Networks  Acceleration  Image Retrieval  Tensor Decomposition