Mr. LIU Ziquan (劉子泉)

?
Filters
Filters

Reset

to
1 - 9 out of 9Page size: 20

Research Output

  1. 2023
  2. Accepted/In press/Filed

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

    WU, Q., YANG, T., LIU, Z., Wu, B., Shan, Y. & Chan, A. B., Jun 2023, (Accepted/In press/Filed).

    Research output: Conference Papers (RGC: 31A, 31B, 32, 33) › 32_Refereed conference paper (no ISBN/ISSN) › peer-review

    Check@CityULib
  3. Published

    Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM

    Lan, H., Liu, Z., Hsiao, J. H., Yu, D. & Chan, A. B., Mar 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 3, p. 1537-1551 15 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 3
    Check@CityULib
  4. 2022
  5. Published

    PRIMAL-GMM: PaRametrIc MAnifold Learning of Gaussian Mixture Models

    Liu, Z., Yu, L., Hsiao, J. H. & Chan, A. B., Jun 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 6, p. 3197-3211

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Check@CityULib
  6. 2021
  7. Published

    Improve Generalization and Robustness of Neural Networks via Weight Scale Shifting Invariant Regularizations

    Liu, Z., Cui, Y. & Chan, A. B., Jul 2021, ICML workshop on Adversarial Machine Learning. 14 p.

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Check@CityULib
  8. Published

    Fully Nested Neural Network for Adaptive Compression and Quantization

    Cui, Y., Liu, Z., Yao, W., Li, Q., Chan, A. B., Kuo, T. & Xue, C. J., Jan 2021, Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence. Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 2080-2087 (IJCAI International Joint Conference on Artificial Intelligence; vol. 2021-January).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Scopus citations: 7
    Check@CityULib
  9. Published

    A Generalized Loss Function for Crowd Counting and Localization

    Wan, J., Liu, Z. & Chan, A. B., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2021. IEEE, p. 1974-1983 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Scopus citations: 53
    Check@CityULib
  10. Published

    Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression

    Cui, Y., Liu, Z., Li, Q., Chan, A. B. & Xue, C. J., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2021. IEEE, p. 2392-2401 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Scopus citations: 2
    Check@CityULib
  11. 2020
  12. Accepted/In press/Filed

    Artificial Neural Network Configuration And Deployment

    CHAN, A. B., CUI, Y., KUO, T., LI, Q., LIU, Z., XUE, C. J. & YAO, W., 24 Aug 2020, (Accepted/In press/Filed) Priority No. 17/000,612

    Research output: Patents, Agreements and Assignments (RGC: 51, 52, 53) › 51_Patents granted (CityU only, data source from KTO)

    Check@CityULib
  13. 2019
  14. Published

    Parametric Manifold Learning of Gaussian Mixture Models

    Liu, Z., Yu, L., Hsiao, J. H. & Chan, A. B., Aug 2019, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-19). Kraus, S. (ed.). Macau: International Joint Conferences on Artificial Intelligence, p. 3073-3079 (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Scopus citations: 2
    Check@CityULib