Short Bio

I am a second-year PhD student at the College of Engineering and Computer Science, Australian National University, where I am supervised by Stephen Gould and Liang Zheng. Befor that, I received the M.Eng. from the University of the Chinese Academy of Sciences in 2019, advised by Prof. Jianbin Jiao. I obtained the B.Eng. from Beijing Jiaotong University in 2016, advised by Dr. Jupeng Li.

Research interest my general research interest is to develop deep learning model for computer vision tasks (e.g., fine-grained object recognition). Recently, I focus on the dataset bias, understaning the model decision under novel environments. Please check our [recent work].

News

  • [Jul 2020 - Sep 2020] Summer intern in NEC Labs America. Wonderful experience with my talented mentors Yumin Suh, Xiang Yu, Masoud Faraki, and Manmohan Chandraker.

  • [Aug 2020] VisDA-2020 challenge successfully ends. Congratulations on the [final teams]! Big thanks for all committee members Kate Saenko, Liang Zheng, and Xingchao Peng!

  • [Jan 2020] One paper is accepted in IEEE TCSVT. [Paper]

  • [Jul 2019] Receive M.Eng. from the University of the Chinese Academy of Sciences.

  • [Jun 2019] Win 3rd place out of 84 participants in vehicle re-identification in CVPR 2019 AI-City Challenge. [Paper, Code]

  • [Jul 2018 - Nov 2018] Reserch assistant in Singapore University of Technology and Design (SUTD).

  • [Mar 2018] One paper is accepted in IEEE CVPR, 2018. [Paper, Code]

  • [Jul 2017] One paper is accepted in IEEE ICCV, 2017. [Paper, Code]

Publications

  • Rethinking Triplet Loss for Domain Adaptation
  • Weijian Deng, Liang Zheng, Yifan Sun, Jianbin Jiao.
    IEEE TCSVT, 2020. [Paper]
    paper picture
  • SVDNet for Pedestrian Retrieval
  • Yifan Sun, Liang Zheng, Weijian Deng, Shengjin Wang
    ICCV, 2017. [Paper, Code]
    paper picture

    Full list is in Google Scholar

    Skills & Proficiency

    Python

    Matlab

    Pytorch

    Tensorflow

    Awards

    • China National Scholarship 2014, 2015, 2018

    • Australian Government Research Training Program (AGRTP) Scholarship

    Professional Service

    • Reviewer: ECCV 2020; IEEE-TPAMI; IEEE-TIP; IJCAI 2020; ACM MM 2020
    • Co-organizer: ECCV 2020 workshop on “Visual Domain Adaptation Challenge”
    • Guest speaker: SUTD 2018/12 (image-image translation); ANU 2019/09 (SVDNet)
    • Honoured to be recognized by ECCV2020 as a top reviewer.