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Reconciling Object-Level and Global-Level Objectives for Long-Tail Detection 会议论文
Proceedings of the IEEE/CVF International Conference on Computer Vision, Paris, France, 01-06 October 2023
作者:  Zhang, Shaoyu;  Chen, Chen;  Peng, Silong
Adobe PDF(1825Kb)  |  收藏  |  浏览/下载：6/1  |  提交时间：2024/06/21
Long-tail detection  
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：27/8  |  提交时间：2024/06/03
Long-tailed learning  Mixup  Data augmentation  Class-balanced sampler  Vision and sound recognition  
Distribution Unified and Probability Space Aligned Teacher-Student Learning for Imbalanced Visual Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 4, 页码: 2414-2425
作者:  Zhang, Shaoyu;  Chen, Chen;  Xie, Qiong;  Sun, Haigang;  Dong, Fei;  Peng, Silong
Adobe PDF(2511Kb)  |  收藏  |  浏览/下载：19/0  |  提交时间：2024/05/30
Class-imbalanced learning  distribution mismatch  probability space mismatch  teacher-student learning  
Balanced knowledge distillation for long-tailed learning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 527, 页码: 36-46
作者:  Zhang, Shaoyu;  Chen, Chen;  Hu, Xiyuan;  Peng, Silong
Adobe PDF(2184Kb)  |  收藏  |  浏览/下载：138/0  |  提交时间：2023/11/17
Long-tailed learning  Knowledge distillation  Vision and text classification  
RSDet++: Point-based modulated loss for more accurate rotated object detection 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2023, 卷号: 32, 期号: 11, 页码: 7869-7879
作者:  Wen Qian;  Xue Yang;  Silong Peng;  Xiujuan Zhang;  Junchi Yan
Adobe PDF(6998Kb)  |  收藏  |  浏览/下载：198/68  |  提交时间：2023/06/07
Improving Convolutional Neural Networks with Competitive Activation Function 期刊论文
SECURITY AND COMMUNICATION NETWORKS, 2021, 卷号: 2021, 页码: 9
作者:  Ying, Yao;  Zhang, Nengbo;  He, Ping;  Peng, Silong
收藏  |  浏览/下载：171/0  |  提交时间：2021/08/15
PSigmoid: Improving squeeze-and-excitation block with parametric sigmoid 期刊论文
APPLIED INTELLIGENCE, 2021, 页码: 13
作者:  Ying, Yao;  Zhang, Nengbo;  Shan, Peng;  Miao, Ligang;  Sun, Peng;  Peng, Silong
收藏  |  浏览/下载：202/0  |  提交时间：2021/05/06
Activation function  Sigmoid  Parametric sigmoid  Squeeze-and-excitation  Convolutional neural network  
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
作者:  Zhang Gen-wei;  Peng Si-long;  Guo Teng-xiao;  Yang Jie;  Yang Jun-chao;  Zhang Xu;  Cao Shu-ya;  Huang Qi-bin
收藏  |  浏览/下载：207/0  |  提交时间：2021/01/07
Ion mobility spectrometry  Spectrum reconstruction  Characteristic peaks extraction  Sparse representation  Surrogate function algorithm  
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：204/0  |  提交时间：2020/06/02
Ion mobility spectrometry  Peak model  Multiscale orthogonal matching pursuit  Quantitative analysis  
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
作者:  Zhang Gen-wei;  Peng Si-long;  Cao Shu-ya;  Zhao Jiang;  Yang Liu;  Yang Jie;  Yang Jun-chao;  Huang Qi-bin
收藏  |  浏览/下载：196/0  |  提交时间：2020/03/30
Ion mobility spectrometry  Denoising  Baseline correction  Sparse representation  Iteratively reweighted least squares