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Non-imaging real-time detection and tracking of fast-moving objects using a single-pixel detector


Sep 10, 2021
Fengming Zhou, Xuelei Shi, Jie Chen, Tianhang Tang, Yiguang Liu


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Supervised Linear Dimension-Reduction Methods: Review, Extensions, and Comparisons


Sep 09, 2021
Shaojie Xu, Joel Vaughan, Jie Chen, Agus Sudjianto, Vijayan Nair


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On Faster Convergence of Scaled Sign Gradient Descent


Sep 04, 2021
Xiuxian Li, Kuo-Yi Lin, Li Li, Yiguang Hong, Jie Chen


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An Information Theory-inspired Strategy for Automatic Network Pruning


Aug 19, 2021
Xiawu Zheng, Yuexiao Ma, Teng Xi, Gang Zhang, Errui Ding, Yuchao Li, Jie Chen, Yonghong Tian, Rongrong Ji


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Non-imaging real-time detection and tracking of fast-moving objects


Aug 13, 2021
Fengming Zhou, Xuelei Shi, Jie Chen, Tianhang Tang, Yiguang Liu


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Attention-Guided NIR Image Colorization via Adaptive Fusion of Semantic and Texture Clues


Jul 20, 2021
Xingxing Yang, Jie Chen, Zaifeng Yang, Zhenghua Chen


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Efficient proximal gradient algorithms for joint graphical lasso


Jul 16, 2021
Jie Chen, Ryosuke Shimmura, Joe Suzuki

* 23 pages, 5 figures 

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Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration


Jul 13, 2021
Jie Chen, Zaifeng Yang, Tsz Nam Chan, Hui Li, Junhui Hou, Lap-Pui Chau


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CentripetalText: An Efficient Text Instance Representation for Scene Text Detection


Jul 13, 2021
Tao Sheng, Jie Chen, Zhouhui Lian


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Graph coarsening: From scientific computing to machine learning


Jun 22, 2021
Jie Chen, Yousef Saad, Zechen Zhang


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Sparse Linear Spectral Unmixing of Hyperspectral images using Expectation-Propagation


Jun 18, 2021
Zeng Li, Yoann Altmann, Jie Chen, Stephen Mclaughlin, Susanto Rahardja


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Scale-Consistent Fusion: from Heterogeneous Local Sampling to Global Immersive Rendering


Jun 17, 2021
Wenpeng Xing, Jie Chen, Zaifeng Yang, Qiang Wang


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Composition and Application of Current Advanced Driving Assistance System: A Review


Jun 10, 2021
Xinran Li, Kuo-Yi Lin, Min Meng, Xiuxian Li, Li Li, Yiguang Hong, Jie Chen


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Project CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks


May 25, 2021
Ruchir Puri, David S. Kung, Geert Janssen, Wei Zhang, Giacomo Domeniconi, Vladmir Zolotov, Julian Dolby, Jie Chen, Mihir Choudhury, Lindsey Decker, Veronika Thost, Luca Buratti, Saurabh Pujar, Ulrich Finkler

* 11 Pages including references, 10 pages of appendix 

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Bias, Fairness, and Accountability with AI and ML Algorithms


May 13, 2021
Nengfeng Zhou, Zach Zhang, Vijayan N. Nair, Harsh Singhal, Jie Chen, Agus Sudjianto

* 18 pages, 5 figures 

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Unsupervised domain adaptation via double classifiers based on high confidence pseudo label


May 11, 2021
Huihuang Chen, Li Li, Jie Chen, Kuo-Yi Lin

* 8 pages 

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RR-Net: Injecting Interactive Semantics in Human-Object Interaction Detection


Apr 30, 2021
Dongming Yang, Yuexian Zou, Can Zhang, Meng Cao, Jie Chen

* 7 pages, 6 figures 

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Graph Decoupling Attention Markov Networks for Semi-supervised Graph Node Classification


Apr 28, 2021
Jie Chen, Shouzhen Chen, Mingyuan Bai, Jian Pu, Junping Zhang, Junbin Gao


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Underwater Target Recognition based on Multi-Decision LOFAR Spectrum Enhancement: A Deep Learning Approach


Apr 26, 2021
Jie Chen, Jie Liu, Chang Liu, Jian Zhang, Bing Han


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Carrying out CNN Channel Pruning in a White Box


Apr 24, 2021
Yuxin Zhang, Mingbao Lin, Chia-Wen Lin, Jie Chen, Feiyue Huang, Yongjian Wu, Yonghong Tian, Rongrong Ji

* 11 pages, 4 figures 

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Image-based Virtual Fitting Room


Apr 08, 2021
Zhiling Huang, Junwen Bu, Jie Chen


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CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning


Mar 30, 2021
Can Zhang, Meng Cao, Dongming Yang, Jie Chen, Yuexian Zou

* Accepted by CVPR 2021 

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Noise Injection-based Regularization for Point Cloud Processing


Mar 28, 2021
Xiao Zang, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan


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ReCU: Reviving the Dead Weights in Binary Neural Networks


Mar 23, 2021
Zihan Xu, Mingbao Lin, Jianzhuang Liu, Jie Chen, Ling Shao, Yue Gao, Yonghong Tian, Rongrong Ji

* 11 pages, 5 figures 

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Linear Iterative Feature Embedding: An Ensemble Framework for Interpretable Model


Mar 18, 2021
Agus Sudjianto, Jinwen Qiu, Miaoqi Li, Jie Chen


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Projection-based QLP Algorithm for Efficiently Computing Low-Rank Approximation of Matrices


Mar 12, 2021
Maboud F. Kaloorazi, Jie Chen


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Towards Unbiased COVID-19 Lesion Localisation and Segmentation via Weakly Supervised Learning


Mar 01, 2021
Yang Yang, Jiancong Chen, Ruixuan Wang, Ting Ma, Lingwei Wang, Jie Chen, Wei-Shi Zheng, Tong Zhang

* accepted by ISBI 2021 

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Discrete Graph Structure Learning for Forecasting Multiple Time Series


Feb 15, 2021
Chao Shang, Jie Chen, Jinbo Bi

* ICLR 2021. Code is available at https://github.com/chaoshangcs/GTS 

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Directed Acyclic Graph Neural Networks


Feb 02, 2021
Veronika Thost, Jie Chen

* ICLR 2021. Code is available at https://github.com/vthost/DAGNN 

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Learning Structral coherence Via Generative Adversarial Network for Single Image Super-Resolution


Jan 25, 2021
Yuanzhuo Li, Yunan Zheng, Jie Chen, Zhenyu Xu, Yiguang Liu

* 5 pages, 3 figures, 2 tables 

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