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Knowledge Commons of Institute of Automation,CAS
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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
Ion Mobility Spectrometry Spectrum Reconstruction and Characteristic Peaks Extraction Algorithm Research
期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2020, 卷号: 40, 期号: 9, 页码: 2681-2685
Authors:
Zhang Gen-wei
;
Peng Si-long
;
Guo Teng-xiao
;
Yang Jie
;
Yang Jun-chao
;
Zhang Xu
;
Cao Shu-ya
;
Huang Qi-bin
Favorite
  |  
View/Download:4/0
  |  
Submit date:2021/01/07
Ion mobility spectrometry
Spectrum reconstruction
Characteristic peaks extraction
Sparse representation
Surrogate function algorithm
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)
  |  
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  |  
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
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  |  
Adobe PDF(862Kb)
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  |  
View/Download:29/10
  |  
Submit date:2020/10/27
evolutionary algorithm, mixed precision quantization, network compression, deep learning
Multiscale orthogonal matching pursuit algorithm combined with peak model for interpreting ion mobility spectra and achieving quantitative analysis
期刊论文
ANALYTICA CHIMICA ACTA, 2020, 卷号: 1110, 页码: 181-189
Authors:
Zhang, Genwei
;
Peng, Silong
;
Xie, Qiong
;
Yang, Liu
;
Cao, Shuya
;
Huang, Qibin
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  |  
View/Download:27/0
  |  
Submit date:2020/06/02
Ion mobility spectrometry
Peak model
Multiscale orthogonal matching pursuit
Quantitative analysis
Principal component analysis or kernel principal component analysis based joint spectral subspace method for calibration transfer
期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2020, 卷号: 227, 页码: 16
Authors:
Shan, Peng
;
Zhao, Yuhui
;
Wang, Qiaoyun
;
Ying, Yao
;
Peng, Silong
Favorite
  |  
View/Download:40/0
  |  
Submit date:2020/03/30
Calibration transfer
Principal component analysis (PCA)
Kernel principal component analysis (KPCA)
Multivariate calibration
Joint spectral subspace
Partial least squares (PLS)
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
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  |  
Adobe PDF(2713Kb)
  |  
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  |  
View/Download:79/17
  |  
Submit date:2020/04/07
bioinformatics
computational biology
gene ontology
protein
pathways
type 2 diabetes
neurological disease
Ion Mobility Spectrometry Spectrum Denoising and Baseline Correction Algorithm by Sparse Representation
期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2020, 卷号: 40, 期号: 1, 页码: 75-79
Authors:
Zhang Gen-wei
;
Peng Si-long
;
Cao Shu-ya
;
Zhao Jiang
;
Yang Liu
;
Yang Jie
;
Yang Jun-chao
;
Huang Qi-bin
Favorite
  |  
View/Download:41/0
  |  
Submit date:2020/03/30
Ion mobility spectrometry
Denoising
Baseline correction
Sparse representation
Iteratively reweighted least squares