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Jifeng Dai

(代季峰)
Associate Researcher II
Visual Computing Group
Microsoft Research Asia
Email: jifdai -at- microsoft.com 
 

 

Short Bio

I am currently an associate researcher in  Visual Computing Group at Microsoft Research Asia (MSRA). Before I joined MSRA in 2014, I received the B.S. degree and the Ph.D. degree from Tsinghua University with honor in 2009 and 2014 respectively. I was also a visiting student to University of California, Los Angeles (UCLA) from 2012 to 2013. My research interests include computer vision and pattern recognition.

 

If you are interested in internship opportunities related to computer vision or deep learning, please send me an email.

Publication 

 

   
 

BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation

Jifeng Dai, Kaiming He, and Jian Sun

International Conference on Computer Vision (ICCV 2015).

 
 

Convolutional Feature Masking for Joint Object and Stuff Segmentation
Jifeng Dai, Kaiming He, and Jian Sun

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015).

 
 

Generative Modeling of Convolutional Neural Networks

Jifeng Dai, Yang Lu, and Ying-Nian Wu

International Conference on Learning Representations (ICLR 2015).

(project page)

 

Unsupervised Learning of Dictionaries of Hierarchical Compositional Models
Jifeng Dai, Yi Hong, Wenze Hu, Song-Chun Zhu and Ying-Nian Wu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014).
(project page)  

  Cosegmentation and Cosketch by Unsupervised Learning
Jifeng Dai, Ying-Nian Wu, Jie Zhou and Song-Chun Zhu
International Conference on Computer Vision (ICCV 2013).
(project page)  
  Mining Sub-categories For Object Detection
Jifeng Dai, Jianjiang Feng and Jie Zhou
International Conference on Pattern Recognition (ICPR 2012). (Oral) 
  Ridge Based Palmprint Matching
Jifeng Dai, Jianjiang Feng and Jie Zhou
IEEE Biometrics Council Newsletter, 7:4-5, 2013. (Invited paper)  
  Robust and Efficient Ridge-Based Palmprint Matching
Jifeng Dai, Jianjiang Feng and Jie Zhou
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 34(8):1618–1632, 2012.
(project page) C++ source code for palmprint registration is available!  
  Multi-feature Based High-resolution Palmprint Recognition
Jifeng Dai, and Jie Zhou
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 33(5):945–957, 2011.
(dataset)  
   

 

Patent

Jie Zhou, Jifeng Dai and Wangjiang Zhu, "High-resolution palm print orientation filed extracting method ", Patent No. CN 101853383 B, Sep. 05, 2012.

 

Selected Award

2014 Excellent Graduate of Beijing

2014

Excellent Graduate of Tsinghua University 2014 Excellent Graduation Thesis of Tsinghua University
2012 Scholarship Award for Excellent Doctoral Student granted by Ministry of Education 2012 The National Scholarship
2012 Microsoft Research Asia Fellowship Nomination Award 2012 Chang Tong Scholarship
2012 Nomination of the Academic Rising Star of Tsinghua University 2012 Academic Rising Star of Department of Automation
2011 Outstanding Ph.D Candidate Freshman Scholarship 2010 Chang Tong Scholarship
2009 Excellent Graduate of Beijing 2009 Excellent Graduation Thesis of Tsinghua University
2008 The National Scholarship 2008 The second place of the 9th Electronic Design Competition of Tsinghua University