COM1-03-06
660 17948

https://www.comp.nus.edu.sg/~ayao

Angela YAO

Dean's Chair Assistant Professor

  • Ph.D. (ETH Zurich, Switzerland, 2012)
  • M.Sc. (ETH Zurich, Switzerland, 2008)
  • B.A.Sc. (Engineering Science, University of Toronto, Canada, 2006)

I am an Assistant Professor in Computer Science at the School of Computing since 2018, where I lead the Computer Vision and Machine Learning group. My students and I develop algorithms for automated interpretation of images and video. We work on topics ranging from segmentation, pose estimation, to video understanding. Before coming to NUS, I was a junior professor at the University of Bonn, Germany. I received my PhD in 2012 from ETH Zurich.

RESEARCH INTERESTS

  • Computer Vision

  • Machine Learning

RESEARCH PROJECTS

RESEARCH GROUPS

TEACHING INNOVATIONS

SELECTED PUBLICATIONS

  • Zero-Shot Anticipation for Instructional Activities.F. Senerand A. Yao. ICCV 2019.
  • Aligning Latent Spaces for 3D Hand PoseEstimation.L. Yang,S. Li, D. Lee, andA. Yao. ICCV 2019.
  • Self-supervised 3D hand pose estimation through training by fitting. C. Wan, T. Probst, L. Van Gool andA. Yao. CVPR 2019.
  • Content-aware multi-level guidance for interactive instance segmentation.S. Majumder, A.Yao. CVPR 2019.
  • Gated Complex Recurrent Neural Networks.M Wolter, A Yao. NeurIPS 2018.

AWARDS & HONOURS

  • NRF Fellowship for Artificial Intelligence, 2019

  • German Pattern Recognition (DAGM) Award, 2018.

MODULES TAUGHT

CS4243
Computer Vision and Pattern Recognition
CS6244
Advanced Topics in Robotics