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Weight Encode Reconstruction Network for Computed Tomography in a Semi-Case-Wise and Learning-Based Way

Oct 02, 2020
Hujie Pan, Xuesong Li, Min Xu


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Experimental Analysis of Legendre Decomposition in Machine Learning

Aug 12, 2020
Jianye Pang, Kai Yi, Wanguang Yin, Min Xu


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Few shot domain adaptation for in situ macromolecule structural classification in cryo-electron tomograms

Jul 30, 2020
Liangyong Yu, Ran Li, Xiangrui Zeng, Hongyi Wang, Jie Jin, Ge Yang, Rui Jiang, Min Xu

* Bioinformatics 2020 
* This article has been accepted for publication in Bioinformatics Published by Oxford University Press 

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Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial Learning

Jul 27, 2020
Qiqi Xiao, Jiaxu Zou, Muqiao Yang, Alex Gaudio, Kris Kitani, Asim Smailagic, Pedro Costa, Min Xu

* Accepted to International Conference on Image Analysis and Recognition, ICIAR 2019. Published at https://doi.org/10.1007/978-3-030-27272-2_29 Code: https://github.com/zoujx96/DR-segmentation 

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SiamSNN: Spike-based Siamese Network for Energy-Efficient and Real-time Object Tracking

Mar 17, 2020
Yihao Luo, Min Xu, Caihong Yuan, Xiang Cao, Yan Xu, Tianjiang Wang, Qi Feng

* 8pages 

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Meta3D: Single-View 3D Object Reconstruction from Shape Priors in Memory

Mar 14, 2020
Shuo Yang, Min Xu, Hongxun Yao


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AITom: Open-source AI platform for cryo-electron Tomography data analysis

Nov 08, 2019
Xiangrui Zeng, Min Xu

* 1 figure 

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A Deep Learning System That Generates Quantitative CT Reports for Diagnosing Pulmonary Tuberculosis

Oct 05, 2019
Wei Wu, Xukun Li, Peng Du, Guanjing Lang, Min Xu, Kaijin Xu, Lanjuan Li


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Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection

Sep 10, 2019
Yingyue Xu, Dan Xu, Xiaopeng Hong, Wanli Ouyang, Rongrong Ji, Min Xu, Guoying Zhao

* Accepted to ICCV 

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Practical and Robust Privacy Amplification with Multi-Party Differential Privacy

Aug 30, 2019
Tianhao Wang, Min Xu, Bolin Ding, Jingren Zhou, Ninghui Li, Somesh Jha


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Deep Learning-Based Strategy for Macromolecules Classification with Imbalanced Data from Cellular Electron Cryotomography

Aug 27, 2019
Ziqian Luo, Xiangrui Zeng, Zhipeng Bao, Min Xu

* 2019 International Joint Conference on Neural Networks (IJCNN) 
* 13 pages. arXiv admin note: text overlap with arXiv:1710.09412, arXiv:1710.05381, arXiv:1708.02002 by other authors 

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Learning Multi-level Deep Representations for Image Emotion Classification

Sep 25, 2018
Tianrong Rao, Min Xu, Dong Xu


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Dual Pattern Learning Networks by Empirical Dual Prediction Risk Minimization

Jun 11, 2018
Haimin Zhang, Min Xu

* 18 pages 

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Respond-CAM: Analyzing Deep Models for 3D Imaging Data by Visualizations

Jun 07, 2018
Guannan Zhao, Bo Zhou, Kaiwen Wang, Rui Jiang, Min Xu

* Medical Image Computing & Computer Assisted Intervention (MICCAI) 2018 

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Multi-task Learning for Macromolecule Classification, Segmentation and Coarse Structural Recovery in Cryo-Tomography

May 16, 2018
Chang Liu, Xiangrui Zeng, Kaiwen Wang, Qiang Guo, Min Xu

* British Machine Vision Conference (BMVC) 2018 

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Image-derived generative modeling of pseudo-macromolecular structures - towards the statistical assessment of Electron CryoTomography template matching

May 12, 2018
Kai Wen Wang, Xiangrui Zeng, Xiaodan Liang, Zhiguang Huo, Eric P. Xing, Min Xu

* British Machine Vision Conference (BMVC) 2018 

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An integration of fast alignment and maximum-likelihood methods for electron subtomogram averaging and classification

Apr 04, 2018
Yixiu Zhao, Xiangrui Zeng, Qiang Guo, Min Xu

* Intelligent Systems for Molecular Biology (ISMB) 2018, Bioinformatics 
* 17 pages 

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AAANE: Attention-based Adversarial Autoencoder for Multi-scale Network Embedding

Mar 24, 2018
Lei Sang, Min Xu, Shengsheng Qian, Xindong Wu

* 8 pages, 5 figures 

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Deep learning based supervised semantic segmentation of Electron Cryo-Subtomograms

Feb 12, 2018
Chang Liu, Xiangrui Zeng, Ruogu Lin, Xiaodan Liang, Zachary Freyberg, Eric Xing, Min Xu

* IEEE International Conference on Image Processing (ICIP) 2018 
* 9 pages 

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Model compression for faster structural separation of macromolecules captured by Cellular Electron Cryo-Tomography

Jan 31, 2018
Jialiang Guo, Bo Zhou, Xiangrui Zeng, Zachary Freyberg, Min Xu

* International Conference on Image Analysis and Recognition (ICIAR) 2018 
* 8 pages 

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Feature Decomposition Based Saliency Detection in Electron Cryo-Tomograms

Jan 31, 2018
Bo Zhou, Qiang Guo, Xiangrui Zeng, Min Xu

* 14 pages 

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A convolutional autoencoder approach for mining features in cellular electron cryo-tomograms and weakly supervised coarse segmentation

Dec 28, 2017
Xiangrui Zeng, Miguel Ricardo Leung, Tzviya Zeev-Ben-Mordehai, Min Xu

* Accepted by Journal of Structural Biology 

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Experience enrichment based task independent reward model

May 21, 2017
Min Xu

* 4 pages, 1 figure 

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Modelling Temporal Information Using Discrete Fourier Transform for Recognizing Emotions in User-generated Videos

Aug 03, 2016
Haimin Zhang, Min Xu

* 5 pages. arXiv admin note: substantial text overlap with arXiv:1603.06182 

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Integrative analysis of gene expression and phenotype data

Jun 29, 2015
Min Xu

* Author's PhD thesis (University of Southern California, August 2009). Adviser: Xianghong Zhou 

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Global Gene Expression Analysis Using Machine Learning Methods

Jun 05, 2015
Min Xu

* Author's master thesis (National University of Singapore, May 2003). Adviser: Rudy Setiono 

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Gene selection for cancer classification using a hybrid of univariate and multivariate feature selection methods

Jun 05, 2015
Min Xu, Rudy Setiono

* Applied Genomics and Proteomics. 2003:2(2)79-91 

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Automatic tracking of protein vesicles

Jun 05, 2015
Min Xu

* Author's master thesis (University of Southern California, May 2009). Adviser: Sergey Lototsky. ISBN: 9781109140439 

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Faithful Variable Screening for High-Dimensional Convex Regression

Nov 18, 2014
Min Xu, Minhua Chen, John Lafferty


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