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Label-Occurrence-Balanced Mixup for Long-Tailed Recognition 会议论文
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, Singapore, 23-27 May 2022
作者:  Zhang, Shaoyu;  Chen, Chen;  Zhang, Xiujuan;  Peng, Silong
Adobe PDF(1042Kb)  |  收藏  |  浏览/下载：12/1  |  提交时间：2024/06/03
Long-tailed learning  Mixup  Data augmentation  Class-balanced sampler  Vision and sound recognition  
A novel infrared spectral preprocessing method based on self-deconvolution and differentiation in the frequency domain 期刊论文
VIBRATIONAL SPECTROSCOPY, 2023, 卷号: 127, 页码: 11
作者:  Shan, Peng;  Liu, Junyi;  He, Zhonghai;  Peng, Silong;  Wang, Fei;  Liu, Chengzhao;  Zhou, Zheng
收藏  |  浏览/下载：132/0  |  提交时间：2023/11/17
Spectral preprocessing  Quantitative analysis  Fourier transform Infrared spectroscopy  
Unsupervised model adaptation for multivariate calibration by domain adaptation-regularization based kernel partial least square 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2023, 卷号: 292, 页码: 17
作者:  Shan, Peng;  Bi, Yiming;  Li, Zhigang;  Wang, Qiaoyun;  He, Zhonghai;  Zhao, Yuhui;  Peng, Silong
收藏  |  浏览/下载：62/0  |  提交时间：2023/11/17
Model adaptation  Domain-invariant feature representation  Projected maximum mean discrepancy  Kernel partial least squares  
A nonlinear calibration transfer method based on joint kernel subspace 期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2021, 卷号: 210, 页码: 14
作者:  Shan, Peng;  Zhao, Yuhui;  Wang, Qiaoyun;  Wang, Shuyu;  Ying, Yao;  Peng, Silong
收藏  |  浏览/下载：181/0  |  提交时间：2021/05/06
Calibration transfer  Multivariate calibration  Joint kernel subspace  Kernel partial least squares (KPLS)  
EvoQ: Mixed Precision Quantization of DNNs via Sensitivity Guided Evolutionary Search 会议论文
, Glasgow, United Kingdom, 19-24 July 2020
作者:  Yong Yuan;  Chen Chen;  Xiyuan Hu;  Silong Peng
浏览  |  Adobe PDF(862Kb)  |  收藏  |  浏览/下载：222/68  |  提交时间：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
作者:  Zhang, Genwei;  Peng, Silong;  Xie, Qiong;  Yang, Liu;  Cao, Shuya;  Huang, Qibin
收藏  |  浏览/下载：195/0  |  提交时间：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
作者:  Shan, Peng;  Zhao, Yuhui;  Wang, Qiaoyun;  Ying, Yao;  Peng, Silong
收藏  |  浏览/下载：211/0  |  提交时间：2020/03/30
Calibration transfer  Principal component analysis (PCA)  Kernel principal component analysis (KPCA)  Multivariate calibration  Joint spectral subspace  Partial least squares (PLS)  
Calibration Transfer Based on Affine Invariance for NIR without Transfer Standards 期刊论文
MOLECULES, 2019, 卷号: 24, 期号: 9, 页码: 19
作者:  Zhao, Yuhui;  Zhao, Ziheng;  Shan, Peng;  Peng, Silong;  Yu, Jinlong;  Gao, Shuli
收藏  |  浏览/下载：223/0  |  提交时间：2019/09/30
near-infrared (NIR) spectroscopy  calibration transfer  affine invariance  multivariate calibration  partial least squares (PLS)  
红外光谱的预处理和定量算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
作者:  吴义凡
Adobe PDF(6244Kb)  |  收藏  |  浏览/下载：303/4  |  提交时间：2019/06/11
红外光谱  定量分析  散射校正  变量选择  非线性最小二乘  
A novel stacked regression algorithm based on slice transform for small sample size problem in spectroscopic analysis 会议论文
, Zhengzhou, China, July 20-22, 2018
作者:  Yifan Wu;  Silong Peng;  Qiong Xie;  Quanjie Han
Adobe PDF(358Kb)  |  收藏  |  浏览/下载：311/87  |  提交时间：2019/04/29
Small Sample Size Problem  Variable Selection  Stacked Regression  Slice Transform