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Pengxiang Yan

M.S. Candidate in Computer Science and Technology

Sun Yat-sen University

Biography

I am currently a second-year M.S. candidate in School of Data and Computer Science, Sun Yat-sen University. I am working at Human Cyber Physical Intelligence Integration Lab under the supervision of Prof. Guanbin Li and Prof. Liang Lin. Before that, I received the B.E. degree in software engineering from Sun Yat-sen University in 2018. Roughly, my research interests include deep learning and computer vision.

Interests

  • Deep Learning
  • Computer Vision
  • Image & Video Saliency Detection
  • Video Object Segmentation
  • Referring Image Segmentation

Education

  • M.S. in Computer Science and Technology

    2018.8 - 2021.6, Sun Yat-sen University

  • Exchange Student in Computer Science

    2016.9 - 2017.1, National Tsing Hua University

  • B.E. in Software Engineering

    2014.8 - 2018.6, Sun Yat-sen University

Publications

Semi-Supervised Video Salient Object Detection Using Pseudo-Labels

The IEEE International Conference on Computer Vision (ICCV), 2019. [CCF A]

Experience

 
 
 
 
 

Summer Intern

Huawei Technologies Co., Ltd

Jul 2017 – Sep 2017 Shenzhen, China
2012 Lab, BIOS Team. Language: C/C++.

Honors

The First Prize Graduate Scholarship of Sun Yat-sen Unversity

Kaggle: Carvana Image Masking Challenge

Undergraduate National Scholarship

The First Prize Undergraduate Scholarship of Sun Yat-sen Unversity

The Second Prize of China Undergraduate Mathematical Contest in Modeling

Honorable Mention of American Mathematical Contest in Modeling

Skills

Program Language

Python, C/C++, MATLAB

Deep Learning Tools

PyTorch, MXNet, Caffe

English Level

CET6 529