Publications

You can also find my articles on my Google Scholar profile.

  • Improving Hierarchical Adversarial Robustness of Deep Neural Networks

    Avery Ma, Aladin Virmaux, Kevin Scaman, Juwei Lu

    Under Review, 2020

  • SOAR: Second-Order Adversarial Regularization

    Avery Ma, Fartash Faghri, Nicolas Papernot, Amir-massoud Farahmand

    Under Review, 2020

  • Deep learning-driven depth from defocus via active multispectral quasi-random projections with complex subpatterns [ pdf ]

    Avery Ma, Alexander Wong, David Clausi

    In Conference on Computer and Robot Vision (CRV), 2018

  • Real-time spatial-based projector resolution enhancement [ pdf ]

    Avery Ma, Ahmed Gawish, Mark Lamm, Alexander Wong, Paul Fieguth

    In Society for Information Display (SID) Symposium Digest of Technical Papers, 2018

  • An inverse problem approach to computational active depth from defocus [ pdf ] [ code ]

    Avery Ma, Alexander Wong

    In Journal of Physics: Conference Series, 2018

  • Depth from defocus via active multispectral quasi-random point projections using deep learning [ pdf ] [ code ]

    Avery Ma, Alexander Wong, David Clausi

    In Conference on Vision and Imaging Systems (CVIS), 2017

  • Motion detection in high resolution enhancement [ pdf ]

    Xiaodan Hu, Avery Ma, Ahmed Gawish, Mark Lamm, Paul Fieguth

    In Conference on Vision and Imaging Systems (CVIS), 2017

  • Depth from defocus via active quasi-random point projections: a deep learning approach [ pdf ] [ code ]

    Avery Ma, Alexander Wong, David Clausi

    In International Conference on Image Analysis and Recognition (ICIAR), 2017

  • Enhanced depth from defocus via active quasi-random colored point projections [ pdf ] [ code ]

    Avery Ma, Alexander Wong

    In International Conference on Inverse Problems in Engineering (ICIPE), 2017

  • Depth from defocus via active quasi-random point projections [ pdf ] [ code ]

    Avery Ma, Alexander Wong

    In Conference on Vision and Imaging Systems (CVIS), 2016


Patents

  • Real-time spatial-based resolution enhancement using shifted superposition

    Avery Ma, Ahmed Gawish, Mark Lamm, Alexander Wong, Paul Fieguth

    Patent No.: [ 10009587 B1 ]


Thesis

  • Computational Depth from Defocus via Active Quasi-random Pattern Projections [ pdf ]

    Avery Ma

    University of Waterloo MASc Thesis


Projects

  • RideOn - All Terrain Personal Transportation Device [ video ]

    Avery Ma, Jonathan Tham, Terry Yang, Chris Song, Terry Ho

    University of Waterloo 2016 Mechatronics Engineering Capstone Design Project