Guojun YIN (殷国君)

PhD Candidate @ USTC

I am currently a PhD candidate in University of Science and Technology of China (USTC) and Key Laboratory of Electromagnetic Space Information, the Chinese Academy of Sciences (CAS). I am supervised by Prof. Nenghai Yu and Porf. Bin Liu. Before that, I received bachelor degree in University of Science and Technology of China (USTC) in 2014. My research is around computer vision, deep learning and image/video processing. I am also interested in natural langurage processing and machine learning.

Education & Work Experiences

University of Science and Technology of China (USTC)

Hefei, Anhui
PhD Candidate
2014.09 - Present

Key Laboratory of Electromagnetic Space Information, the Chinese Academy of Sciences (CAS) and Department of Electronic Engineering and Information Science, University of Science and Technology of China (USTC), China.

  • Supervisor: Prof. Nenghai Yu and Prof. Bin Liu
  • Research Topic:  Image Understanding, Semantic Analysis, Action Recognition and Anomaly Detection

Sensetime Research (Hong Kong)

Hong Kong
Research Intern (part-time)
2017.08 - 2018.08

Part-time Research Intern on Computer Vision and Deep Learning at Sensetime Research in Hong Kong

  • Mentor: Dr. Jing Shao
  • Research Topic: Fine-grained Classification, Image Understanding and Multilabel Classification

MMLab, the Chinese University of Hong Kong (CUHK)

Hong Kong
Research Assistant
2017.06 - 2018.09

Research Assistant in the Multimedia Laboratory, the Chinese University of Hong Kong. I also worked closely with Lu Sheng, Xihui Liu, Yixiao Ge and etc.

  • Supervisor: Prof. Xiaogang Wang
  • Research Topic: Visual Relationship Recognition, Image Captioning and Image Generation

University of Science and Technology of China (USTC)

Hefei, Anhui
Bachelor
2010.09 - 2014.09

Department of Electronic Engineering and Information Science, University of Science and Technology of China (USTC), China, where I received my bachelor degree. The title of my bachelor thesis is Object Classification of Intelligent Video Supervision System.

Publications

Semantics Disentangling for Text-to-Image Generation

Guojun Yin, Bin Liu, Lu Sheng, Nenghai Yu, Xiaogang Wang, Jing Shao

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Oral, 2019

Context and Attribute Grounded Dense Captioning

Guojun Yin, Lu Sheng, Bin Liu, Nenghai Yu, Xiaogang Wang, Jing Shao

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019

FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification

Yixiao Ge, Zhuowan Li, Haiyu Zhao, Guojun Yin, Shuai Yi, Xiaogang Wang, Hongsheng Li

Neural Information Processing Systems (NIPS), 2018

Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition

Guojun Yin, Lu Sheng, Bin Liu, Nenghai Yu, Xiaogang Wang, Jing Shao, Chen Change Loy

European Conference on Computer Vision (ECCV), 2018