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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
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量化学习  特征表示  哈希  深度网络量化  
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
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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:418/168  |  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:20/2  |  Submit date:2019/05/10
Hashing  Binary Weight Network  Cnns  
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
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Convolutional Neural Networks  Acceleration  Image Retrieval  Tensor Decomposition  
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
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Deep Neural Networks  Acceleration  Compression  Hardware Accelerator  
Fast K-means for Large Scale Clustering 会议论文
, Singapore, 2017
Authors:  Hu, Qinghao;  Wu, Jiaxiang;  Bai, Lu;  Zhang, Yifan;  Cheng, Jian
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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:84/20  |  Submit date:2018/01/07
Quantized Convolutional Neural Networks for Mobile Devices 会议论文
, Las Vegas, U.S., 2016-6
Authors:  Wu JX(吴家祥);  Leng C(冷聪);  Wang YH(王宇航);  Hu QH(胡庆浩);  Cheng J(程健)
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Shoot to Know What: An Application of Deep Networks on Mobile Devices 会议论文
, Phoenix, U.S., 2016-2
Authors:  Wu JX(吴家祥);  Hu QH(胡庆浩);  Leng C(冷聪);  Cheng J(程健)
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