Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Region-specific Dictionary Learning-based Low-dose Thoracic CT Reconstruction

Oct 20, 2020
Qiong Xu, Jeff Wang, Hiroki Shirato, Lei Xing


  Access Paper or Ask Questions

Deep Sinogram Completion with Image Prior for Metal Artifact Reduction in CT Images

Sep 16, 2020
Lequan Yu, Zhicheng Zhang, Xiaomeng Li, Lei Xing

* Accepted by IEEE Transactions on Medical Imaging 

  Access Paper or Ask Questions

Self-supervised Feature Learning via Exploiting Multi-modal Data for Retinal Disease Diagnosis

Jul 21, 2020
Xiaomeng Li, Mengyu Jia, Md Tauhidul Islam, Lequan Yu, Lei Xing

* IEEE Transactions on Medical Imaging, code is at https://github.com/xmengli999/self_supervised 

  Access Paper or Ask Questions

Multi-Domain Image Completion for Random Missing Input Data

Jul 10, 2020
Liyue Shen, Wentao Zhu, Xiaosong Wang, Lei Xing, John M. Pauly, Baris Turkbey, Stephanie Anne Harmon, Thomas Hogue Sanford, Sherif Mehralivand, Peter Choyke, Bradford Wood, Daguang Xu


  Access Paper or Ask Questions

A Mean-Field Theory for Learning the Schönberg Measure of Radial Basis Functions

Jul 03, 2020
Masoud Badiei Khuzani, Yinyu Ye, Sandy Napel, Lei Xing

* 67 pages, 9 figures 

  Access Paper or Ask Questions

Atlas Based Segmentations via Semi-Supervised Diffeomorphic Registrations

Nov 23, 2019
Charles Huang, Masoud Badiei, Hyunseok Seo, Ming Ma, Xiaokun Liang, Dante Capaldi, Michael Gensheimer, Lei Xing


  Access Paper or Ask Questions

Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications

Nov 06, 2019
Hyunseok Seo, Masoud Badiei Khuzani, Varun Vasudevan, Charles Huang, Hongyi Ren, Ruoxiu Xiao, Xiao Jia, Lei Xing

* Accept for publication at Medical Physics 

  Access Paper or Ask Questions

Modified U-Net (mU-Net) with Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images

Oct 31, 2019
Hyunseok Seo, Charles Huang, Maxime Bassenne, Ruoxiu Xiao, Lei Xing

* Accept for publication at IEEE Transactions on Medical Imaging 

  Access Paper or Ask Questions

A Mean-Field Theory for Kernel Alignment with Random Features in Generative Adversarial Networks

Sep 25, 2019
Masoud Badiei Khuzani, Liyue Shen, Shahin Shahrampour, Lei Xing

* 50 pages, 4 figures 

  Access Paper or Ask Questions

On Sample Complexity of Projection-Free Primal-Dual Methods for Learning Mixture Policies in Markov Decision Processes

Mar 20, 2019
Masoud Badiei Khuzani, Varun Vasudevan, Hongyi Ren, Lei Xing

* Conference paper, 31 pages, 2 figures 

  Access Paper or Ask Questions

Multiple Kernel Learning from $U$-Statistics of Empirical Measures in the Feature Space

Feb 27, 2019
Masoud Badiei Khuzani, Hongyi Ren, Varun Vasudevan, Lei Xing

* 55 pages, 10 figures 

  Access Paper or Ask Questions

Robustness of Maximum Correntropy Estimation Against Large Outliers

Nov 23, 2017
Badong Chen, Lei Xing, Haiquan Zhao, Bin Xu, Jose C. Principe

* 8 pages, 7 figures 

  Access Paper or Ask Questions

Quantized Minimum Error Entropy Criterion

Oct 12, 2017
Badong Chen, Lei Xing, Nanning Zheng, Jose C. PrĂ­ncipe


  Access Paper or Ask Questions

Deep Generative Adversarial Networks for Compressed Sensing Automates MRI

May 31, 2017
Morteza Mardani, Enhao Gong, Joseph Y. Cheng, Shreyas Vasanawala, Greg Zaharchuk, Marcus Alley, Neil Thakur, Song Han, William Dally, John M. Pauly, Lei Xing


  Access Paper or Ask Questions

Robust Learning with Kernel Mean p-Power Error Loss

Dec 21, 2016
Badong Chen, Lei Xing, Xin Wang, Jing Qin, Nanning Zheng

* 11 pages, 7 figures, 10 tables 

  Access Paper or Ask Questions

Kernel Risk-Sensitive Loss: Definition, Properties and Application to Robust Adaptive Filtering

Aug 01, 2016
Badong Chen, Lei Xing, Bin Xu, Haiquan Zhao, Nanning Zheng, Jose C. Principe

* 12 pages,8 figures 

  Access Paper or Ask Questions

Generalized Correntropy for Robust Adaptive Filtering

Apr 12, 2015
Badong Chen, Lei Xing, Haiquan Zhao, Nanning Zheng, José C. Príncipe

* IEEE Trans. on Signal Processing, vol. 64, no. 13, pp. 3376-3387, 2016 
* 34 pages, 9 figures, submitted to IEEE Transactions on Signal Processing 

  Access Paper or Ask Questions