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BitStream: An efficient framework for inference of binary neural networks on CPUs 期刊论文
PATTERN RECOGNITION LETTERS, 2019, 卷号: 125, 页码: 303-309
Authors:  Jiang, Yanshu;  Zhao, Tianli;  He, Xiangyu;  Leng, Cong;  Cheng, Jian
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Convolutional neural networks  Binary neural networks  Image classification  
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
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Acceleration And Compression  Convolutional Neural Network (Cnn)  Mobile Devices  Product Quantization  
Extremely Low Bit Neural Network: Squeeze the Last Bit Out with ADMM 会议论文
, 美国新奥尔良, 2018年2月2-8日
Authors:  Cong,Leng;  Zesheng,Dou;  Hao,Li;  Shenghuo,Zhu;  Rong,Jin
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Admm  Low-bits  
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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基于哈希的近似近邻搜索方法研究 学位论文
, 北京: 中国科学院大学, 2016
Authors:  冷聪
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近似近邻搜索  哈希函数  在线学习  分布式学习  集成学习  三维重建  
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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Consensus hashing 期刊论文
MACHINE LEARNING, 2015, 卷号: 100, 期号: 2-3, 页码: 379-398
Authors:  Leng, Cong;  Cheng, Jian
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Learning Deep Features For MSR-bing Information Retrieval Challenge 会议论文
ACM Digital Library, Brisbane, Australia, October 26–30, 2015
Authors:  Qiang Song;  Sixie Yu;  Cong Leng;  JiaXiang Wu;  Qinghao Hu;  Jian Cheng
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Information retrieval+visual Recognition  
Online Sketching Hashing 会议论文
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), USA, 2015
Authors:  Leng, Cong;  Wu, Jiaxiang;  Cheng, Jian;  Bai, Xiao;  Lu, Hanqing
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Sketching  
Hashing for Distributed Data 会议论文
International Conference on Machine Learning, France, 2015-6
Authors:  Leng, Cong;  Wu, Jiaxiang;  Cheng, Jian;  Zhang, Xi;  Lu, Hanqing
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Distributed  Hashing