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Pan Zhou

I am currently a Ph.D. candidate at National University of Singapore (NUS), fortunately advised by Dr. Jiashi Feng and Dr. Shuicheng Yan. Before studying in NUS, I graduated from Peking University (PKU) in 2016 and during this period of time, I was fortunately directed by Dr. Zhouchen Lin and Dr. Chao Zhang.

 

 

Research Topics

Noncovex/convex optimization, deep learning, compressed sensing, etc.

  panzhou3 AT gmail DOT com                                       Google Scholar

News

  • One paper was accepted in CVPR 2017.

Manuscripts

The Landscape of Deep Learning Algorithms
Pan Zhou, Jiashi Feng
[PDF]

Publications

2017

Outlier-Robust Tensor PCA
Pan Zhou, Jiashi Feng
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
[PDF] [SUPP] [Codes] [Bibtex]

Feature Learning via Partial Differential Equation with Applications to Face Recognition
Cong Fang, Zhenyu Zhao, Pan Zhou, Zhouchen Lin
Pattern Recognition (PR), 2017
[PDF] [Bibtex]

2016

Bilevel Model Based Discriminative Dictionary Learning for Recognition
Pan Zhou, Chao Zhang, Zhouchen Lin
IEEE Transactions on Image Processing (TIP), 2016
[PDF] [SUPP] [Bibtex]

Integrated Low-Rank-Based Discriminative Feature Learning for Recognition
Pan Zhou, Zhouchen Lin, Chao Zhang
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2016
[PDF] [SUPP] [Codes] [Bibtex]


Selected Award

  • 2015 The Award for Scientific Research
  • 2014 The Model Student of Academic Records
  • 2013 Outstanding Graduate
  • 2011 The Second Prize in 2011 China Robot Contest
  • 2011 National Scholarship