I am a Master student at ShanghaiTech, advised by Prof. Shenghua Gao. I received my undergraduate degree from Xiamen University. I have also spent time at research lab of Tencent AI Lab.

My research focuses on Computer Vision and Machine Learning, espically on 3D Vision (Depth Estimation, Plane Detection, Multi-view Stereo, 3D reconstruction, 3D Human Modeling).

My CV is here.

Education

• ShanghaiTech University, China (Aug 2018 - Now)
  • M.S., Computer Science
  • Advisor: Prof. Shenghua Gao
• Xiamen University, China (Aug 2014 - Jun 2018)
  • B.E., Software Engineering

Work experience

• Tencent AI Lab, Shenzhen, China, (Mar 2020 - Feb 2021)
  • Research Intern
  • 3D Human Modeling

Publications

• P²Net: Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation
  • Zehao Yu*, Lei Jin*, Shenghua Gao
  • European Conference on Computer Vision (ECCV), 2020
  • Paper, Code
• Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement
  • Zehao Yu, Shenghua Gao
  • IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
  • Paper, Code
• Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding
  • Zehao Yu*, Jia Zheng*, Dongze Lian, Zihan Zhou, Shenghua Gao
  • IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
  • Paper, Code
• Believe It or Not, We Know What You Are Looking at!
  • Dongze Lian*, Zehao Yu*, Shenghua Gao
  • Asian Conference on Computer Vision (ACCV), 2018
  • Paper, Code
• Deep Multi-Task Learning to Recognise Subtle Facial Expressions of Mental States
  • Guosheng Hu, Li liu, Yang Yuan, Zehao Yu, Yang Hua, Zhihong Zhang, Fumin Shen, Ling Shao, Timothy Hospedales, Neil Robertson, Yongxin Yang
  • European Conference on Computer Vision (ECCV), 2018
  • Paper
• Deep stock representation learning: From candlestick charts to investment decisions
  • Guosheng Hu, Yuxin Hu, Kai Yang, Zehao Yu, Flood Sung, Zhihong Zhang, Fei Xie, Jianguo Liu, Neil Robertson, Timothy Hospedales, Qiangwei Miemie
  • IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018
  • Paper

Professional Services

• Journal Reviewer: IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
• Journal Reviewer: IEEE Transactions on Image Processing (TIP)
• Conference Reviewer: Association for the Advancement of Artificial Intelligence (AAAI)