Publications
You can also find my full publication list on my Google Scholar profile.
Kin Wai Lau, Yasar Abbas Ur Rehman, Pedro Porto Buarque de Gusmão, Lai-Man Po, Lan Ma, Yuyang Xie. FedRepOpt: Gradient Re-parametrized Optimizers in Federated Learning.ACCV 2024. [Paper] [Code]
Kin Wai Lau, Yasar Abbas Ur Rehman, Lai-Man Po. AudioRepInceptionNeXt: A lightweight single-stream architecture for efficient audio recognition.Neurocomputing, 2024. [Paper] [Code]
Kin Wai Lau, Lai-Man Po, Yasar Abbas Ur Rehman. Large Separable Kernel Attention: Rethinking the Large Kernel Attention Design in CNN. Expert Systems with Applications, 2023. [Paper] [Code]
Tsai Hor Chan, Kin Wai Lau, Jiajun Shen, Guosheng Yin, Lequan Yu. Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations. NeurIPS, 2023. [Paper] [Code]
Yasar Abbas Ur Rehman, Kin Wai Lau, Yuyang Xie, Lan Ma, Jiajun Shen. Exploring Federated Self-Supervised Learning for General Purpose Audio Understanding. ICASSP workshop on Self-supervision in Audio, Speech and Beyond, 2024. [Preprint]
Yuyang Xie, Jianhong Wen, Kin Wai Lau, Yasar Abbas Ur Rehman, Jiajun Shen. What should be equivariant in self-supervised learning. CVPR Workshops on L3D-IVU, 2022. [Paper]
Wing-Yin Yu, Lai-Man Po, Yuzhi Zhao, Jingjing Xiong, Kin-Wai Lau. Spatial content alignment for pose transfer. ICME, 2021. [Paper]
Wing-Yin Yu, Lai-Man Po, Yuzhi Zhao, Yujia Zhang, Kin-Wai Lau. FEANet: Foreground-edge-aware network with DenseASPOC for human parsing. Image and Vision Computing, 2021. [Paper]
Mengyang Liu, Lai-Man Po, Xuyuan Xu, Kwok Wai Cheung, Yuzhi Zhao, Kin Wai Lau, Chang Zhou. Long-range dependencies and high-order spatial pooling for deep model-based full-reference image quality assessment. IEEE Access, 2020. [Paper]
Chang Zhou, Lai-Man Po, Wilson YF Yuen, Kwok Wai Cheung, Xuyuan Xu, Kin Wai Lau, Yuzhi Zhao, Mengyang Liu, Peter HW Wong. Angular deep supervised hashing for image retrieval. IEEE Access, 2019. [Paper]
Lai-Man Po, Mengyang Liu, Wilson YF Yuen, Yuming Li, Xuyuan Xu, Chang Zhou, Peter HW Wong, Kin Wai Lau, Hon-Tung Luk. A novel patch variance biased convolutional neural network for no-reference image quality assessment. IEEE Transactions on Circuits and Systems for Video Technology, 2019. [Paper]
Chang Zhou, Lai-Man Po, Mengyang Liu, Wilson YF Yuen, Peter HW Wong, Hon-Tung Luk, Kin Wai Lau, Hok Kwan Cheung. Deep hashing with triplet labels and unification binary code selection for fast image retrieval. MultiMedia Modeling: 25th International Conference, MMM 2019. [Paper]
LIU Mengyang, Lai-Man Po, ZHOU Chang, Wilson YF Yuen, Hok-Kwan Cheung, HW Peter, Hon-Tung Luk, Kin-Wai Lau. Content-based video copy detection using binary object fingerprints. 2018 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC). [Paper]