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Kaipeng Zhang
Ph.D. Candidate
Graduate School of Information Science and Technology
The University of Tokyo

About Me (CV,知乎)

I am a first-year Ph.D. candidate in Graduate School of Information Science and Technology at The University of Tokyo advised by Prof. Yoichi Sato. I received my M.S. degree in Graduate Institute of Networking and Multimedia at National Taiwan University in 2018. Before that, I received my B.E. degrees in 2016 from Donghua University.

I was a researcher in SenseTime and also did research internship at Microsoft Research Asia, Tencent AI Lab and MMLAB of CUHK at Shenzhen.

My research interest mainly lies in computer vision, deep learning, and face analysis. I am fortunate to work closely with Dr. Zhanpeng Zhang, Dr. Zhifeng Li, Dr. Yu Qiao and Yandong Wen.

News

  • Dec., 2018: One IJCV paper has been accepted.
  • Oct., 2018: One ACCV paper has been accepted as oral presentation.
  • Sept., 2018: Start my full-time job at SenseTime.
  • Jul., 2017: Our team won the second place in EmotionW (Group-based emotion recognition Challenge) at ICMI 2018 Grand Challenge.
  • Jul., 2018: One ECCV paper has been accepted.
  • Jun., 2018: Our team won the first place in Disguised Faces in the Wild Challenge at CVPR 2018.
  • Apr., 2018: Two CVPR workshop papers have been accepted.
  • Jan., 2018: Start my internship at Microsoft Research Asia (MSRA).
  • Sept., 2017: Our team won the first place in EmotionW (Group-based emotion recognition Challenge) at ICMI 2017 Grand Challenge.
  • July, 2017: One ICCV paper has been accepted.
  • July, 2017: Start my internship at Tencent AI Lab.
  • August, 2016: One SPL paper for face detection has been accepted. Code& Model is released.
  • July, 2016: One ECCV paper for face recognition has been accepted. Code& Model is released.
  • May, 2016: Our team won the first place in ChaLearn Looking at People Challenge (tracks 2& 3) at CVPR 2016.
  • April, 2016: One CVPR workshop paper has been accepted.

Selected Publications
(Full list: 1 IJCV, 2 ECCV, 1 ICCV, 3 CVPRW, 1 ACCV, 2 ICMI, 1 SPL)

A Comprehensive Study on Center Loss for Deep Face Recognition
Yandong Wen*, Kaipeng Zhang*, Zhifeng Li and Yu Qiao
(* indicates equal contribution)
International Journal of Computer Vision (IJCV), 2019
Journal
Paper


Pose Invariant Virtual Try-On Shoe with Conditional Image Completion
Chao-Te Chou, Cheng-Han Lee, Kaipeng Zhang, Hu Cheng Lee and Winston Hsu
Asian Conference on Computer Vision (ACCV) 2018
Conference Oral
Paper


Super-Identity Convolutional Neural Network for Face Hallucination
Kaipeng Zhang, Zhanpeng Zhang, Chia-Wen Cheng, Winston Hsu, Yu Qiao, Wei Liu and Tong Zhang
European Conference on Computer Vision (ECCV) 2018
Conference
Paper


Detecting Faces Using Inside Cascaded Contextual CNN
Kaipeng Zhang, Zhanpeng Zhang, Hao Wang, Zhifeng Li, Yu Qiao and Wei Liu
IEEE International Conference on Computer Vision (ICCV) 2017
Conference
Paper


A Discriminative Deep Feature Learning Approach for Face Recognition
Yandong Wen, Kaipeng Zhang, Zhifeng Li and Yu Qiao
European Conference on Computer Vision (ECCV) 2016
Conference
Paper Code& Model


Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks
Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li and Yu Qiao
IEEE Signal Processing Letters, 23(10), 2016
The most cited paper published in IEEE SPL 2016.
Journal
Paper Code& Model


Education

Ph.d. in CS, The University of Tokyo, Tokyo, Japan
Apr. 2019 - Present
M.S. in CS, National Taiwan University, Taipei, Taiwan
Sep. 2016 - Aug. 2018
B.Eng. in CS, Donghua University, Shanghai, China
Sep. 2012 - July 2016

Awards

  • Disguised Faces in the Wild Challenge (in conjunction with CVPR 2018), Rank: 1st place
  • Emotion Recognition in the Wild: Group-level emotion recognition (ICMI 2018 Grand Challenge), Rank: 2nd place
  • Emotion Recognition in the Wild: Group-level emotion recognition (ICMI 2017 Grand Challenge), Rank: 1st place
  • ChaLearn Looking at People Challenge: Accessories Classification (in conjunction with CVPR 2016), Rank: 1st place
  • ChaLearn Looking at People Challenge: Smile and Gender Classification (in conjunction with CVPR 2016), Rank: 1st place
  • Outstanding Bachelor Thesis (Top 1%, only one recipient in our class), 2016
  • China Undergraduate Mathematical Contest in Modeling, Shanghai, Second Prize
  • Second Prize Scholarship (Top 10%), 2012/2013

    • Academic Service

  • Reviewer of ICCV (2019), CVPR (2018, 2019) and ACCV (2018)
  • Reviewer of TPAMI, TIP, TNNLS, TMM, Neurocomputing and SPL

    • Work Experience

    Researcher
    SenseTime
    Research Institute
    Shenzhen, China
    Sept. 2018 - Mar. 2019
    Intern
    MSRA
    Visual Computing Group
    Beijing, China
    Jan. 2018 - Jul. 2018
    Intern
    Tencen AI Lab
    Computer Vision Group
    Shenzhen, China
    July 2017 - August 2017
    Visiting Student
    Shenzhen Institutes of Advanced Technology
    Multimedia Research Center
    Shenzhen, China
    July 2015 - August 2016

    Interest

    Friends

    Zhanpeng Zhang (SenseTime), Yandong Wen (CMU), Zhe Wang (UCI), Tong He (ADELAIDE), Sheng Guo (MALONG), Bowen Zhang (USC), Pan He (UFL), Jiaming Liu (Face++), Cheng-Han Li (NTU Taiwan), Chia-Wen Cheng (UT Austin)

    Copyright © Kaipeng Zhang 2017

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