Ms. YU Lei (余雷)

Research Output

  1. 2021
  2. Online published

    PRIMAL-GMM: PaRametrIc MAnifold Learning of Gaussian Mixture Models

    Liu, Z., Yu, L., Hsiao, J. H. & Chan, A. B., 1 Jan 2021, (Online published) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.

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

    Check@CityULib
  3. 2019
  4. 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

    Check@CityULib
  5. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 13
    Check@CityULib
  6. 2016
  7. Published

    Approximate Inference for Generic Likelihoods via Density-Preserving GMM Simplification

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

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

    Check@CityULib
  8. 2015
  9. Published

    Small Instance Detection by Integer Programming on Object Density Maps

    MA, Z., YU, L. & CHAN, A. B., 8 Jun 2015.

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

    Scopus citations: 39
    Check@CityULib