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Yaoyao Liu

Postdoctoral Fellow
Johns Hopkins University
yliu538 (at) jhu.edu


About Me

I am currently a postdoctoral fellow in the Department of Computer Science at Johns Hopkins University. I am fortunate to work with Prof. Alan L. Yuille. I received my Ph.D. in Computer Science at Max Planck Institute for Informatics, where I was fortunate to be advised by Prof. Bernt Schiele and Prof. Qianru Sun. As part of the European Laboratory for Learning and Intelligent Systems (ELLIS) Ph.D. Program, I was also co-supervised by Dr. Christian Rupprecht and Prof. Andrea Vedaldi in the Visual Geometry Group (VGG) at the University of Oxford. From 2018 to 2019, I was a research intern at the National University of Singapore, working with Prof. Tat-Seng Chua and Prof. Qianru Sun. Prior to this, I obtained my bachelor’s degree from Tianjin University.

My research lies at the intersection of computer vision and machine learning – with a special focus on building intelligent visual systems that are continual and data-efficient. My research interests include continual learning, few-shot learning, semi-supervised learning, generative models, 3D geometry models, and medical imaging.

News

Publications [Google Scholar][DBLP]

  1. MICCAI
    Yixiao Zhang, Xinyi Li, Huimiao Chen, Alan Yuille, Yaoyao Liu, Zongwei Zhou
    International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023.

  2. CVPR
    Yaoyao Liu, Bernt Schiele, Andrea Vedaldi, Christian Rupprecht
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

  3. CVPR
    Zilin Luo, Yaoyao Liu, Bernt Schiele, Qianru Sun
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

  4. AAAI
    Yaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun
    AAAI Conference on Artificial Intelligence (AAAI), 2023.

  5. TPAMI
    Qianru Sun*, Yaoyao Liu*, Zhaozheng Chen, Tat-Seng Chua, Bernt Schiele (* Equal contribution)
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Volume 44, Number 3, 2022.

  6. NeurIPS
    Yaoyao Liu, Bernt Schiele, Qianru Sun
    Neural Information Processing Systems (NeurIPS), 2021.

  7. CVPR
    Yaoyao Liu, Bernt Schiele, Qianru Sun
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

  8. CVIU
    Xinzhe Li, Jianqiang Huang, Yaoyao Liu, Qin Zhou, Shibao Zheng, Bernt Schiele, Qianru Sun
    Computer Vision and Image Understanding (CVIU), Volume 212, 2021.

  9. TNNLS
    Yaoyao Liu, Qianru Sun, Xiangnan He, An-An Liu, Yuting Su, Tat-Seng Chua
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Volume 32, Number 6, 2021.

  10. ECCV
    Yaoyao Liu, Bernt Schiele, Qianru Sun
    European Conference on Computer Vision (ECCV), 2020.

  11. CVPR
    Yaoyao Liu, Yuting Su, An-An Liu, Bernt Schiele, Qianru Sun
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

  12. NeurIPS
    Xinzhe Li, Qianru Sun, Yaoyao Liu, Shibao Zheng, Qin Zhou, Tat-Seng Chua, Bernt Schiele
    Neural Information Processing Systems (NeurIPS), 2019.

  13. CVPR
    Qianru Sun*, Yaoyao Liu*, Tat-Seng Chua, Bernt Schiele (* Equal contribution)
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

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Contact

Address: 3400 North Charles Street, Baltimore, MD 21218-2625
Office Location: 248 Malone Hall        Phone: (410) 929-6777



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