Yilun Chen

I am currently a second-year PhD student at Computer Science & Engineering Department, The Chinese University of Hong Kong, under the supervision of Prof. Jiaya Jia.

I have a great time to do research with Dr. Shu Liu and Dr. Xiaoyong Shen as a research intern at Youtu X-Lab at Tencent. Before that, I was lucky to work with Dr. Gang Yu and Dr. Jian Sun during my internship in Megvii (Face++) Research.

My research interests lie primarily in computer vision and deep learning, particularly focusing on 2D/3D object detection and human pose estimation.

Email / LinkedIn / Google Scholar / Github



Timeline

  • NEW!   Code for DSGN is released!
  • NEW!   DSGN is accepted by CVPR 2020.
  • [June 2019] Fast Point R-CNN is accepted by ICCV 2019.
  • [March 2018] Joined Youtu-Lab at Tencent as a research intern.
  • [February 2018] One paper is accepted by CVPR 2018
  • [Oct 2017] Won 1st Place in COCO 2017 Keypoint Challenge
  • [Nov 2016] Joined Megvii Face++ as a research intern.




Experience
tencent Mar. 2018 - Present, Tecent Youtu, X-Lab
Computer Vision Intern.

Working on 3D object detection based on point cloud and stereo image pair for autonomous driving.

face Nov. 2016 - Nov. 2017, Megvii Research
Research Intern.

Working on human pose estimation and general object detection in Detection Team.

Publications
dsgn

DSGN: Deep Stereo Geometry Network for 3D Object Detection
Yilun Chen, Shu Liu, Xiaoyong Shen, Jiaya Jia
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[PDF] [Project Page] [Code]

fprcnn

Fast Point R-CNN
Yilun Chen, Shu Liu, Xiaoyong Shen, Jiaya Jia
IEEE International Conference on Computer Vision (ICCV), 2019
[PDF] [project page] [bibtex]

cpn

Cascaded Pyramid Network for Multi-Person Pose Estimation
Yilun Chen*, Zhicheng Wang*, Yuxiang Peng, Zhiqiang Zhang, Gang Yu, Jian Sun
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
[PDF] [project page] [Code] [bibtex]

rfcn++

R-FCN++: Towards Accurate Region-based Fully Convolutional Networks for Object Detection
Zeming Li, Yilun Chen, Gang Yu, Yangdong Deng
Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), 2018
[PDF] [bibtex]

Education
cuhk

Aug. 2018 - Present , The Chinese University of Hong Kong ,

Ph.D. Student, Computer Science & Engineering

cuhk

Aug. 2013 - July. 2017 , BeiHang University ,

Bachelor Degree, Computer Science & Engineering

Teaching
  • CSCI 1120B Introduction to Computing Using C++ (2020 Fall)

  • ENGG 1100 Introduction to Engineering Design (2020 Spring)

  • ENGG 1110 Problem Solving by Programming (2019 Fall)