Bo Chang



I'm a Ph.D. candidate in the Department of Statistics, University of British Columbia. My advisor is Professor Harry Joe.

Education

Employment

Preprints

  • Where and When to Look? Spatio-temporal Attention for Action Recognition in Videos
    Lili Meng, Bo Zhao, Bo Chang, Gao Huang, Frederick Tung, Leonid Sigal
    Preprint, 2018.
    [arXiv] [BibTeX]

    @article{meng2018where,
      title={Where and When to Look? Spatio-temporal Attention for Action Recognition in Videos},
      author={Meng, Lili and Zhao, Bo and Chang, Bo and Huang, Gao and Tung, Frederick and Sigal, Leonid},
      journal={arXiv preprint arXiv:1810.04511},
      year={2018}
    }

  • Prediction Based on Conditional Distributions of Vine Copulas
    Bo Chang, Harry Joe
    Preprint, 2018.
    [arXiv] [BibTeX]

    @article{chang2018prediction,
      title={Prediction based on conditional distributions of vine copulas},
      author={Chang, Bo and Joe, Harry},
      journal={arXiv preprint arXiv:1807.08429},
      year={2018}
    }

  • Convolutional Neural Networks Combined with Runge-Kutta Methods
    Mai Zhu, Bo Chang, Chong Fu
    Preprint, 2018.
    [arXiv] [BibTeX]

    @article{zhu2018convolutional,
      title={Convolutional Neural Networks combined with Runge-Kutta Methods},
      author={Zhu, Mai and Chang, Bo and Fu, Chong},
      journal={arXiv preprint arXiv:1802.08831},
      year={2018}
    }

Peer-Reviewed Articles

  • Modular Generative Adversarial Networks
    Bo Zhao, Bo Chang, Zequn Jie, Leonid Sigal
    European Conference on Computer Vision (ECCV), 2018.
    [arXiv] [Proceedings] [Media Coverage (in Chinese)] [BibTeX]

    @inproceedings{zhao2018modular,
      title={Modular Generative Adversarial Networks},
      author={Zhao, Bo and Chang, Bo and Jie, Zequn and Sigal, Leonid},
      booktitle={European Conference on Computer Vision},
      year={2018}
    }

  • Multi-level Residual Networks from Dynamical Systems View
    Bo Chang*, Lili Meng*, Eldad Haber, Frederick Tung, David Begert
    International Conference on Learning Representations (ICLR), 2018.
    [arXiv] [OpenReview] [BibTeX]

    @inproceedings{chang2018multilevel,
      title={Multi-level Residual Networks from Dynamical Systems View},
      author={Chang, Bo and Meng, Lili and Haber, Eldad and Tung, Frederick and Begert, David},
      booktitle={International Conference on Learning Representations},
      year={2018},
      url={https://openreview.net/forum?id=SyJS-OgR-}
    }

  • Generating Handwritten Chinese Characters Using CycleGAN
    Bo Chang*, Qiong Zhang*, Shenyi Pan, Lili Meng
    IEEE Winter Conference on Applications of Computer Vision (WACV), 2018.
    [arXiv] [Proceedings] [GitHub] [BibTeX]

    @inproceedings{chang2018generating,
      title={Generating Handwritten Chinese Characters Using CycleGAN},
      author={Chang, Bo and Zhang, Qiong and Pan, Shenyi and Meng, Lili},
      booktitle={IEEE Winter Conference on Applications of Computer Vision},
      year={2018}
    }

  • Reversible Architectures for Arbitrarily Deep Residual Neural Networks
    Bo Chang*, Lili Meng*, Eldad Haber, Lars Ruthotto, David Begert, Elliot Holtham
    AAAI Conference on Artificial Intelligence (AAAI), 2018.
    [arXiv] [Proceedings] [BibTeX]

    @inproceedings{chang2018reversible,
      title={Reversible Architectures for Arbitrarily Deep Residual Neural Networks},
      author={Chang, Bo and Meng, Lili and Haber, Eldad and Ruthotto, Lars and Begert, David and Holtham, Elliot},
      booktitle={AAAI Conference on Artificial Intelligence},
      year={2018}
    }

Technical Reports

  • Vine Regression
    Roger M Cooke, Harry Joe, Bo Chang
    Resources for the Future Discussion Paper, 15-52.
    [SSRN] [BibTeX]

    @article{cooke2015vine,
      title={Vine regression},
      author={Cooke, Roger M and Joe, Harry and Chang, Bo},
      journal={Resources for the Future Discussion Paper},
      volume={15--52},
      year={2015}
    }

* Equal Contribution

Posts

Address

Bo Chang
3182 Earth Sciences Building
2207 Main Mall
Vancouver, BC, Canada V6T 1Z4

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