Dr. YANG Tianyu (楊田雨)

Research Output

  1. 2023
  2. Published

    DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking Tasks

    Wu, Q., Yang, T., Liu, Z., Wu, B., Shan, Y. & Chan, A. B., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. Institute of Electrical and Electronics Engineers, Inc., p. 14561-14571 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 34
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  3. 2021
  4. Published

    Visual Tracking via Dynamic Memory Networks

    Yang, T. & Chan, A. B., Jan 2021, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 43, 1, p. 360-374 15 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 39
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  5. 2020
  6. Published

    ROAM: Recurrently Optimizing Tracking Model

    Yang, T., Xu, P., Hu, R., Chai, H. & Chan, A. B., Jun 2020, Proceedings 2020 IEEE/CVF International Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers, Inc., p. 6717-6726 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 108
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  7. 2019
  8. Published

    Density-Preserving Hierarchical EM Algorithm: Simplifying Gaussian Mixture Models for Approximate Inference

    Yu, L., Yang, T. & Chan, A. B., Jun 2019, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 41, 6, p. 1323-1337

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 31
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  9. 2018
  10. Published

    Learning Dynamic Memory Networks for Object Tracking

    Yang, T. & Chan, A. B., Sept 2018, Computer Vision – ECCV 2018: 15th European Conference, 2018, Proceedings. Ferrari, V., Hebert, M. & Sminchisescu, C. (eds.). Springer Verlag, p. 153-169 (Lecture Notes in Computer Science; vol. 11213).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 88
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  11. 2017
  12. Published

    Recurrent Filter Learning for Visual Tracking

    Yang, T. & Chan, A. B., Oct 2017, Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers, Inc., p. 2010-2019

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 79
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  13. 2016
  14. Published

    Approximate Inference for Generic Likelihoods via Density-Preserving GMM Simplification

    YU, L., YANG, T. & Chan, A. B., Dec 2016.

    Research output: Conference PapersRGC 32 - Refereed conference paper (without host publication)peer-review

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