stevenlol / 2018_cei_intern

2018_cei_intern

This repository serve as a record for those do internship at Duke computational evolutionary intellegence laboratory.

Internship students are

1. 王博宇(Wang Boyu)
2. 张静阳(Zhang Jingyang)
3. 李子超(Li Zichao)
4. 刘居正(Liu Juzheng)
5. 李子儒(Li Ziru)
6. 李石宇(Li Shiyu)
7. 胡豪竞(Hu Haojing)
8. 马思远(Ma Siyuan)
9. 郭旭阳(Guo Xuyang)
10. 樊子辰(Fan Zichen)
11. 黄远钧(Huang Yuanjun)
12. 郑琪霖(Zheng Qilin)
13. 凌志
14. Kevin
15. Patrick Yu

Projects

1. Manifold ball augmentation - an augmentation project to enhance robustness

   # this project is led by Jingchi
   Intern: Zhang Jingyang

2. Structure Learning - Design an efficient learning method to automaticlly adjust model structure.

   #  The people working on this project are
   Dave Cheng. Intern: Guo Xuyang, Huang Yuanjun, Ma SiyTheuan

   The detail is in structure_learning folder.
3. Spot artwork forgeries - Use machine learning method to spot which paintings are forgeries.

   #  The people working on this project are
   Dave Cheng. Intern: Li Zichao, Kevin, 凌志

   The detail is in painting folder.
4. Information theory related - Use information theory to explain the blackbox of DNN.

   #  The people working on this project are
   Dave Cheng. Intern: Wang Boyu, Li Shiyu

5. Privacy preserving - Privacy preserved collaborative learning.

   # The people working on this project are
   Dave Cheng. Intern: Patrick Yu, Zheng Qilin

   The detail is in privacy_preserving folder.
6. Study the code of LPIRC track 2

   Fan Zichen is in charge of this

Logistic

use report_template.pptx to write report

use TODO of README.md in each project folder to track your progress

TODO

• Complete LPIRC 2018 competition
• each intern decide what to do and propose their plan
• initial experiment
• start writing paper
• done experiment
• submit paper