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ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices 会议论文
, Online, 2020
Authors:  He, Xiangyu;  Mo, Zitao;  Cheng, Ke;  Xu, Weixiang;  Hu, Qinghao;  Wang, Peisong;  Liu, Qingshan;  Cheng, Jian
Favorite  |  View/Download:6/0  |  Submit date:2020/10/20
Soft Threshold Ternary Networks 会议论文
, Online, 2020
Authors:  Xu, Weixiang;  He, Xiangyu;  Zhao, Tianli;  Hu, Qinghao;  Wang, Peisong;  Cheng, Jian
Favorite  |  View/Download:5/0  |  Submit date:2020/10/20
基于量化学习的图像特征表示研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  胡庆浩
Adobe PDF(7513Kb)  |  Favorite  |  View/Download:106/0  |  Submit date:2019/06/18
量化学习  特征表示  哈希  深度网络量化  
Quantized CNN: A Unified Approach to Accelerate and Compress Convolutional Networks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 10, 页码: 4730-4743
Authors:  Cheng, Jian;  Wu, Jiaxiang;  Leng, Cong;  Wang, Yuhang;  Hu, Qinghao
Favorite  |  View/Download:43/0  |  Submit date:2019/12/16
Acceleration And Compression  Convolutional Neural Network (Cnn)  Mobile Devices  Product Quantization  
Training Binary Weight Networks via Semi-Binary Decomposition 会议论文
, 德国慕尼黑, 2018-9
Authors:  Hu, Qinghao;  Li, Gang;  Wang, Peisong;  Zhang, Yifan;  Cheng, Jian
View  |  Adobe PDF(575Kb)  |  Favorite  |  View/Download:99/22  |  Submit date:2019/05/10
Two-Step Quantization for Low-bit Neural Networks 会议论文
, Salt Lake City, 2018.06.18-2018.06.22
Authors:  Wang, Peisong;  Hu, Qinghao;  Zhang, Yifan;  Zhang, Chunjie;  Liu, Yang;  Cheng, Jian
View  |  Adobe PDF(105Kb)  |  Favorite  |  View/Download:571/207  |  Submit date:2018/05/05
Convolutional Neural Networks  Network Quantization  Ternary Quantization  
From Hashing to CNNs: Training BinaryWeight Networks via Hashing 会议论文
, 美国新奥尔良, 2018年2月2-8日
Authors:  Hu, Qinghao;  Wang, Peisong;  Cheng, Jian
View  |  Adobe PDF(410Kb)  |  Favorite  |  View/Download:73/13  |  Submit date:2019/05/10
Hashing  Binary Weight Network  Cnns  
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
Authors:  Cheng, Jian;  Wang, Pei-song;  Li, Gang;  Hu, Qing-hao;  Lu, Han-qing
View  |  Adobe PDF(582Kb)  |  Favorite  |  View/Download:180/36  |  Submit date: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
Authors:  Wang, Peisong;  Hu, Qinghao;  Fang, Zhiwei;  Zhao, Chaoyang;  Cheng, Jian
View  |  Adobe PDF(1203Kb)  |  Favorite  |  View/Download:305/128  |  Submit date:2018/05/05
Convolutional Neural Networks  Acceleration  Image Retrieval  Tensor Decomposition  
Pseudo Label based Unsupervised Deep Discriminative Hashing for Image Retrieval 会议论文
, California,USA, 2017.10.23-10.27
Authors:  Hu, Qinghao;  Wu, Jiaxiang;  Cheng, Jian;  Wu, Lifang;  Lu, Hanqing
View  |  Adobe PDF(1029Kb)  |  Favorite  |  View/Download:200/57  |  Submit date:2018/01/07