LAU Kin Wai (劉健威)

Research Output

  1. 2025
  2. Published

    FedRepOpt: Gradient Re-parametrized Optimizers in Federated Learning

    Lau, K. W., Rehman, Y. A. U., Porto Buarque de Gusmão, P., Po, L.-M., Ma, L. & Xie, Y., 2025, Computer Vision – ACCV 2024: 17th Asian Conference on Computer Vision, Hanoi, Vietnam, December 8–12, 2024, Proceedings, Part VIII. Cho, M., Laptev, I., Tran, D., Yao, A. & Zha, H. (eds.). Springer , p. 74-90 (Lecture Notes in Computer Science; vol. 15479).

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

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  3. 2024
  4. Published

    AudioRepInceptionNeXt: A lightweight single-stream architecture for efficient audio recognition

    Lau, K. W., Rehman, Y. A. U. & Po, L.-M., 14 Apr 2024, In: Neurocomputing. 578, 12 p., 127432.

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

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  5. Published

    Large Separable Kernel Attention: Rethinking the Large Kernel Attention design in CNN

    Lau, K. W., Po, L.-M. & Rehman, Y. A. U., Feb 2024, In: Expert Systems with Applications. 236, 121352.

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

    Scopus citations: 137
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  6. 2022
  7. Published

    What Should Be Equivariant In Self-Supervised Learning

    Xie, Y., Wen, J., Lau, K. W., Ur Rehman, Y. A. & Shen, J., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society, p. 4110-4119 (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2022-June).

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

    Scopus citations: 12
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  8. 2021
  9. Published

    Spatial Content Alignment for Pose Transfer

    Yu, W. Y., Po, L. M., Zhao, Y., Xiong, J. & Lau, K. W., Jul 2021, 2021 IEEE International Conference on Multimedia and Expo (ICME). Institute of Electrical and Electronics Engineers, Inc., 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo).

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

    Scopus citations: 8
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  10. Published

    FEANet: Foreground-edge-aware network with DenseASPOC for human parsing

    Yu, W.-Y., Po, L.-M., Zhao, Y., Zhang, Y. & Lau, K.-W., May 2021, In: Image and Vision Computing. 109, 104145.

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

    Scopus citations: 4
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  11. 2020
  12. Published

    UDC 2020 Challenge on Image Restoration of Under-Display Camera: Methods and Results

    Zhou, Y., Kwan, M., Tolentino, K., Emerton, N., Lim, S., Large, T. & Fu, L. & 38 others, Pan, Z., Li, B., Yang, Q., Liu, Y., Tang, J., Ku, T., Ma, S., Hu, B., Wang, J., Puthussery, D., Hrishikesh, P. S., Kuriakose, M., Jiji, C. V., Sundar, V., Hegde, S., Kothandaraman, D., Mitra, K., Jassal, A., Shah, N. A., Nathan, S., Rahel, N. A. E., Chen, D., Nie, S., Yin, S., Ma, C., Wang, H., Zhao, T., Zhao, S., Rego, J., Chen, H., Li, S., Hu, Z., Lau, K. W., Po, L.-M., Yu, D., Rehman, Y. A. U., Li, Y. & Xing, L., Aug 2020, Computer Vision – ECCV 2020 Workshops: Proceedings. Bartoli, A. & Fusiello, A. (eds.). Cham: Springer, Vol. Part V. p. 337-351 (Lecture Notes in Computer Science; vol. 12539).

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

    Scopus citations: 20
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  13. Published

    Long-Range Dependencies and High-Order Spatial Pooling for Deep Model-Based Full-Reference Image Quality Assessment

    LIU, M., PO, L.-M., XU, X., CHEUNG, K. W., ZHAO, Y., LAU, K. W. & ZHOU, C., 2 Apr 2020, In: IEEE Access. 8, p. 72007-72020

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

    Scopus citations: 7
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  14. 2019
  15. Published

    A Novel Patch Variance Biased Convolutional Neural Network for No-Reference Image Quality Assessment

    Po, L.-M., Liu, M., Yuen, W. Y. F., Li, Y., Xu, X., Zhou, C. & Wong, P. H. W. & 2 others, Lau, K. W. & Luk, H.-T., Apr 2019, In: IEEE Transactions on Circuits and Systems for Video Technology. 29, 4, p. 1223-1229

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

    Scopus citations: 47
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  16. Published

    Angular Deep Supervised Hashing for Image Retrieval

    ZHOU, C., PO, L.-M., YUEN, W. Y. F., CHEUNG, K. W., XU, X., LAU, K. W. & ZHAO, Y. & 2 others, LIU, M. & WONG, P. H. W., 2019, In: IEEE Access. 7, p. 127521-127532 8825992.

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

    Scopus citations: 15
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