Xiangjun Shen - Dissemin

All papers authored by Xiangjun Shen

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2024 Yang Yang

, Ling Tang

, Tao Yan

, Lanling Zeng

, Xiangjun Shen

, Yongzhao Zhan

Parameterized $L_{0}$ Image Smoothing With Unsupervised Learning

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Xiang-Jun Shen

, Zhaorui Xu

, Liangjun Wang, Zechao Li

, Guangcan Liu

, Jianping Fan

, ZhengJun Zha

Extraordinarily Time-and Memory-Efficient Large-Scale Canonical Correlation Analysis in Fourier Domain: From Shallow to Deep

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2023 Mingjian Cai

, Xiangjun Shen

, Stanley Ebhohimhen Abhadiomhen

, Yingfeng Cai

, Sirui Tian

Robust Dimensionality Reduction via Low-Rank Laplacian Graph Learning

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Zhiyong Xu, Xiaolin Feng

, Sirui Tian

, Xiangjun Shen

, Hong Zhang

, Chao Wang

Edge Preserved Low-Rank SAR Image Despeckling via Hierarchical Prior Knowledge Regulation

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Yang Yang

, Hao Zheng

, Lanling Zeng, Xiangjun Shen

, Yongzhao Zhan

$L_{1}$-Regularized Reconstruction Model for Edge-Preserving Filtering

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Xiang-Jun Shen

, Yanan Cai

, Stanley Ebhohimhen Abhadiomhen

, Zhifeng Liu

, Yong-Zhao Zhan

, Jianping Fan

Deep Robust Low Rank Correlation with Unifying Clustering Structure for Cross Domain Adaptation

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Zhifeng Liu

, Chuanjing Tang

, Stanley Ebhohimhen Abhadiomhen

, Xiang-Jun Shen

, Yangyang Li

Robust Label and Feature Space Co-Learning for Multi-Label Classification

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2021 Xiangjun Shen

, Kou Lu, Sumet Mehta, Jianming Zhang, Weifeng Liu, Jianping Fan, Zhengjun Zha

MKEL: Multiple Kernel Ensemble Learning via Unified Ensemble Loss for Image Classification

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2020 Xiang-Jun Shen

, ChengGong Ni, Liangjun Wang, Zheng-Jun Zha

SLiKER: Sparse Loss induced Kernel Ensemble Regression

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Xiang-Jun Shen

, Si-Xing Liu, Bing-Kun Bao, Chun-Hong Pan, Zheng-Jun Zha, Jianping Fan

A generalized least-squares approach regularized with graph embedding for dimensionality reduction

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2019 Xiang-Jun Shen

, Xiao-Zhen Luo

, Timothy Apasiba Abeo

, Yang Yang

, Xi Shao

, Shu-Ying Li

Laplacian Regularized Kernel Canonical Correlation Ensemble for Remote Sensing Image Classification

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This paper is made freely available by the publisher.

Timothy Apasiba Abeo

, Xiang-Jun Shen

, Ernest Domanaanmwi Ganaa, Qian Zhu, Bing-Kun Bao, Zheng-Jun Zha

Manifold Alignment via Global and Local Structures Preserving PCA Framework

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All papers authored by Xiangjun Shen