LAU Kin Wai (劉健威)
Research Output
- 2025
- 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- 2024
- 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
- 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 137 - 2022
- 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 12 - 2021
- 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 8 - 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - 2020
- 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, , 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 20 - 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. 72007-72020Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7 - 2019
- 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, , Apr 2019, In: IEEE Transactions on Circuits and Systems for Video Technology. 29, 4, p. 1223-1229Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 47 - 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, , 2019, In: IEEE Access. 7, p. 127521-127532 8825992.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 15