Yuhang Zang

Ph.D. Student, MMLab@NTU School of Computer Science and Engineering Nanyang Technological University, Singapore

About Me

I am a 3rd year Ph.D. student at MMLab@NTU, Nanyang Technological University, supervised by Prof. Chen Change Loy.

Prior to that, I received my Bachelor degree from the University of Electronic Science and Technology of China (UESTC) in 2019.

My research interests are computer vision, ML/DL and their applications such as object detection, instance segmentation, vision-language pre-trained models, etc.

Publications

• FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation
  Yuhang Zang, Chen Huang, Chen Change Loy
  IEEE International Conference on Computer Vision (ICCV), 2021
  [PDF] [Project Page] [Code Star ]

• Seesaw Loss for Long-tail Instance Segmentation
  Jiaqi Wang, Wenwei Zhang, Yuhang Zang, Yuhang Cao, Jiangmiao Pang, Tao Gong, Kai Chen, Jianping Shi, Chen Change Loy, Dahua Lin
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
  [PDF] [Code]

• KPNet: Towards Minimal Face Detector
  Guanglu Song, Yu Liu,Yuhang Zang, Xiaogang Wang, Biao Leng, Qingsheng Yuan
  AAAI Conference on Artificial Intelligence (AAAI), 2020
  [PDF]

• Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network
  Wenhai Wang^, Enze Xie^, Xiaoge Song, Yuhang Zang, Wenjia Wang, Tong Lu, Gang Yu, Chunhua Shen
  IEEE International Conference on Computer Vision (ICCV), 2019
  [PDF] [Code]

• Scene Text Detection with Supervised Pyramid Context Network
  Enze Xie^, Yuhang Zang^, Shuai Shao, Gang Yu, Cong Yao, Guangyao Li (^ joint 1st authors)
  AAAI Conference on Artificial Intelligence (AAAI), 2019
  [PDF]

Preprints

• Open-Vocabulary DETR with Conditional Matching
  Yuhang Zang, Wei Li, Kaiyang Zhou, Chen Huang, Chen Change Loy
  Tech Report
  [PDF] [Project Page] [Code (coming soon) Star ]

• 1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation
  Yu Liu, Guanglu Song, Yuhang Zang, Yan Gao, Enze Xie, Junjie Yan, Chen Change Loy, Xiaogang Wang
  Tech Report
  [PDF]

Honors and Awards

1th place in Google Open Images 2019 - Object Detection Challenge, ICCV 2019 Workshop

3rd place in LVIS Challenge 2020 - Instance Segmentation, ECCV 2020 Workshop

Activities

Reviewer of CVPR, ICCV, ECCV.