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Asymmetric CycleGAN for image-to-image translations with uneven complexities 期刊论文
NEUROCOMPUTING, 2020, 卷号: 415, 页码: 114-122
Authors:  Dou, Hao;  Chen, Chen;  Hu, Xiyuan;  Jia, Libang;  Peng, Silong
Favorite  |  View/Download:13/0  |  Submit date:2021/01/07
Unpaired Image Translation  CycleGAN  Asymmetric Translation  Average Image Entropy  Edge-retain Prior  
CNQ: Compressor-Based Non-uniform Quantization of Deep Neural NetworksInspec keywordsOther keywordsKey words 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2020, 卷号: 29, 期号: 6, 页码: 1126-1133
Authors:  Yuan, Yong;  Chen, Chen;  Hu, Xiyuan;  Peng, Silong
Favorite  |  View/Download:2/0  |  Submit date:2021/03/08
entropy  image classification  learning (artificial intelligence)  neural nets  object detection  optimisation  quantisation (signal)  network structure  DNN  low-bit quantization  time-consuming training  compressor-based fast nonuniform quantization method  quantization model  post-training quantization methods  deep neural networks  network quantization  compressor-based nonuniform quantization  CNQ  Non-uniform quantization  Knowledge distillation  Unlabeled samples  Network compression  
Amplitude spectrum trend-based feature for excitation location classification from snore sounds 期刊论文
PHYSIOLOGICAL MEASUREMENT, 2020, 卷号: 41, 期号: 8, 页码: 13
Authors:  Sun, Jingpeng;  Hu, Xiyuan;  Chen, Chen;  Peng, Silong;  Ma, Yan
Favorite  |  View/Download:3/0  |  Submit date:2021/01/07
amplitude trend  signal decomposition  null space pursuit  snore classification  OSA  
Facial image super-resolution guided by adaptive geometric features 期刊论文
EURASIP Journal on Wireless Communications and Networking, 2020, 卷号: 2020, 期号: 1, 页码: 15
Authors:  Fan, Zhenfeng;  Hu, Xiyuan;  Chen, Chen;  Wang, Xiaolian;  Peng, Silong
View  |  Adobe PDF(4900Kb)  |  Favorite  |  View/Download:48/1  |  Submit date:2020/08/10
Convolutional neural networks  Depth map  Face super-resolution  
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
View  |  Adobe PDF(862Kb)  |  Favorite  |  View/Download:29/10  |  Submit date:2020/10/27
evolutionary algorithm, mixed precision quantization, network compression, deep learning  
A Network-Based Bioinformatics Approach to Identify Molecular Biomarkers for Type 2 Diabetes that Are Linked to the Progression of Neurological Diseases 期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 卷号: 17, 期号: 3, 页码: 25
Authors:  Rahman, Md Habibur;  Peng, Silong;  Hu, Xiyuan;  Chen, Chen;  Rahman, Md Rezanur;  Uddin, Shahadat;  Quinn, Julian M. W.;  Moni, Mohammad Ali
View  |  Adobe PDF(2713Kb)  |  Favorite  |  View/Download:79/17  |  Submit date:2020/04/07
bioinformatics  computational biology  gene ontology  protein  pathways  type 2 diabetes  neurological disease  
CNQ:Compressor-Based Non-uniform Quantization of Deep Neural Networks 期刊论文
Chinese Journal of Electronics, 2020, 卷号: 29, 期号: 6, 页码: 1126-1133
Authors:  Yuan Yong;  Chen Chen;  Hu Xiyuan;  Peng Silong
Favorite  |  View/Download:20/0  |  Submit date:2021/03/15
Non-uniform quantization  Knowledge distillation  Unlabeled samples  Network compression  
Boosting Local Shape Matching for Dense 3D Face Correspondence 会议论文
, Long Beach, CA, JUN 16-20, 2019
Authors:  Fan, Zhenfeng;  Hu, Xiyuan,;  Chen, Chen;  Peng, Silong
View  |  Adobe PDF(1445Kb)  |  Favorite  |  View/Download:84/4  |  Submit date:2019/11/11
3D Face  Dense correspondence  
An adaptive pointwise P-norm regularization for image deconvolution 会议论文
, Jeju Island, Korea, 2019年4月23日
Authors:  Binbin, Ma;  Xiyuan, Hu;  Silong, Peng
View  |  Adobe PDF(411Kb)  |  Favorite  |  View/Download:119/28  |  Submit date:2019/05/10
Image Deblurring  Non-parametric  Pointwise P-norm  Hyper-parameter  
Plug-and-Play Based Optimization Algorithm for New Crime Density Estimation 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2019, 卷号: 34, 期号: 2, 页码: 476-493
Authors:  Feng, Xiang-Chu;  Zhao, Chen-Ping;  Peng, Si-Long;  Hu, Xi-Yuan;  Ouyang, Zhao-Wei
Favorite  |  View/Download:56/0  |  Submit date:2019/07/12
crime density estimation  augmented Lagrangian strategy  Plug-and-Play  filtering operator