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2D and 3D Palmprint and Palm Vein Recognition Based on Neural Architecture Search 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 377-409
Authors:  Wei Jia;  Wei Xia;  Yang Zhao;  Hai Min;  Yan-Xiang Chen
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Performance evaluation  neural architecture search  biometrics  palmprint  palm vein  deep learning  
A Performance Evaluation of Classic Convolutional Neural Networks for 2D and 3D Palmprint and Palm Vein Recognition 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 18-44
Authors:  Wei Jia;  Jian Gao;  Wei Xia;  Yang Zhao;  Hai Min;  Jing-Ting Lu
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Performance evaluation  convolutional neural network (CNN)  biometrics  palmprint  palm vein  deep learning  
Joint Training for Simultaneous Speech Denoising and Dereverberation with Deep Embedding Representations 会议论文
, Shanghai, China, October 25–29, 2020
Authors:  Fan, Cunhang;  Tao, Jianhua;  Liu, Bin;  Yi, Jiangyan;  Wen, Zhengqi
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Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization 会议论文
, Online, 2020.7.5-2020.7.10
Authors:  Zhu, Junnan;  Zhou, Yu;  Zhang, Jiajun;  Zong, Chengqing
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EvoQ: Mixed Precision Quantization of DNNs via Sensitivity Guided Evolutionary Search 会议论文
, Glasgow, United Kingdom, 19-24 July 2020
Authors:  Yong Yuan;  Chen Chen;  Xiyuan Hu;  Silong Peng
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evolutionary algorithm, mixed precision quantization, network compression, deep learning  
Image Encryption Algorithm Based on Compressive Sensing and Fractional DCT via Polynomial Interpolation 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 292-304
Authors:  Ya-Ru Liang;  Zhi-Yong Xiao
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Compressive sensing  fractional discrete cosine transform (DCT) via polynomial interpolation  image encryption  three-dimensional piecewise and nonlinear chaotic maps  real-valued output.  
Learning a Deep Predictive Coding Network for a Semi-Supervised 3D-Hand Pose Estimation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1371-1379
Authors:  Jamal Banzi;  Isack Bulugu;  Zhongfu Ye
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Convolutional neural networks  deep learning  hand pose estimation  human-machine interaction  predictive coding  recurrent neural networks  unsupervised learning  
Multimodal Spatiotemporal Representation for Automatic Depression Level Detection 期刊论文
IEEE Transactions on Affective Computing, 2020, 期号: 0, 页码: 0
Authors:  Mingyue Niu;  Jianhua Tao;  Bin Liu;  Jian Huang;  Zheng Lian
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Multimodal depression detection  Spatio-Temporal Attention  Audio/Video Segment-Level Feature  Eigen Evolution Pooling  Audio/Video Level Feature  Multimodal Attention Feature Fusion  
卷积神经网络高效计算关键技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  郭鹏
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深度神经网络  卷积神经网络  二值网络  低比特量化  神经网络加速器  
循环神经网络计算加速研究 学位论文
, 中科院自动化所: 中科院自动化所, 2019
Authors:  李哲
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循环神经网络  二值化  低秩分解  加速