no code implementations • ECCV 2020 • Jian Hu, Hongya Tuo, Chao Wang, Lingfeng Qiao, Haowen Zhong, Junchi Yan, Zhongliang Jing, Henry Leung
Previous methods typically match the whole source domain to target domain, which causes negative transfer due to the source-negative classes in source domain that does not exist in target domain.
no code implementations • 23 Apr 2024 • Ali Abbasi, Fan Dong, Xin Wang, Henry Leung, Jiayu Zhou, Steve Drew
Federated learning (FL) provides a promising collaborative framework to build a model from distributed clients, and this work investigates the carbon emission of the FL process.
no code implementations • 24 May 2023 • Fan Dong, Ali Abbasi, Henry Leung, Xin Wang, Jiayu Zhou, Steve Drew
Direct sharing of the data distribution may be prohibitive due to the additional private information that is sent from the clients.
no code implementations • 16 Apr 2023 • Jiawen Yuan, Shaodan Ma, Gong Zhang, Henry Leung
The conventional direction-of-arrival (DoA) estimation approaches only be effective when the line-of-sight (LoS) link exists, while in the case of the non-line-of-sight (NLoS) situation, the spatial angle can not be captured and thus the DoA estimation performance would be significantly degraded.
1 code implementation • 1 Dec 2022 • Yu Yuan, Jiaqi Wu, Zhongliang Jing, Henry Leung, Han Pan
In this letter, we present a hybrid model consisting of a convolutional encoder and a Transformer decoder to generate ghost-free HDR images.
no code implementations • 16 Nov 2022 • Yu Yuan, Jiaqi Wu, Lindong Wang, Zhongliang Jing, Henry Leung, Shuyuan Zhu, Han Pan
Capturing highly appreciated star field images is extremely challenging due to light pollution, the requirements of specialized hardware, and the high level of photographic skills needed.
1 code implementation • 18 Oct 2022 • Yu Yuan, Jiaqi Wu, Zhongliang Jing, Henry Leung, Han Pan
In this article, we present a hybrid model consisting of a convolutional encoder and a Transformer-based decoder to fuse multimodal images.
no code implementations • 19 Sep 2022 • Weizhen Ma, Zhongliang Jing, Peng Dong, Henry Leung
The amplitude information of target returns has been incorporated into many tracking algorithms for performance improvements.
no code implementations • 7 Oct 2021 • Afshar Shamsi, Hamzeh Asgharnezhad, AmirReza Tajally, Saeid Nahavandi, Henry Leung
Uncertainty quantification of machine learning and deep learning methods plays an important role in enhancing trust to the obtained result.
no code implementations • 18 Sep 2021 • Jian Hu, Hongya Tuo, Shizhao Zhang, Chao Wang, Haowen Zhong, Zhikang Zou, Zhongliang Jing, Henry Leung, Ruping Zou
Partial Domain adaptation (PDA) aims to solve a more practical cross-domain learning problem that assumes target label space is a subset of source label space.
no code implementations • 11 Feb 2021 • Yingxu Wang, Fakhri Karray, Sam Kwong, Konstantinos N. Plataniotis, Henry Leung, Ming Hou, Edward Tunstel, Imre J. Rudas, Ljiljana Trajkovic, Okyay Kaynak, Janusz Kacprzyk, Mengchu Zhou, Michael H. Smith, Philip Chen, Shushma Patel
Symbiotic Autonomous Systems (SAS) are advanced intelligent and cognitive systems exhibiting autonomous collective intelligence enabled by coherent symbiosis of human-machine interactions in hybrid societies.
no code implementations • 7 Oct 2020 • Zhenkai Zhang, Hamid Esmaeili Najafabadi, Henry Leung
This paper considers the array allocation problems for multiple target localization and multiple platforms communication in an RCI network.