no code implementations • 30 May 2023 • Yifu Zhang, Hongru Li, Tao Yang, Rui Tao, Zhengyuan Liu, Shimeng Shi, Jiansong Zhang, Ning Ma, Wujin Feng, Zhanhu Zhang, Xinyu Zhang
Transfer learning provides the possibility to solve this problem, but there are too many features in natural images that are not related to the target domain.
no code implementations • 30 May 2023 • Yifu Zhang, Hongru Li, Shimeng Shi, Youqi Li, Jiansong Zhang
In order to ensure that the data from the target domain in different sub-networks in the same batch is exactly the same, we designed a multi-source domain independent strategy to provide the possibility for later local feature fusion to complete the key features required.
1 code implementation • 21 May 2023 • Hongru Li, Wentao Yu, Hengtao He, Jiawei Shao, Shenghui Song, Jun Zhang, Khaled B. Letaief
Task-oriented communication is an emerging paradigm for next-generation communication networks, which extracts and transmits task-relevant information, instead of raw data, for downstream applications.
no code implementations • 4 Nov 2019 • Yuan Zhou, Hongru Li, Sun-Yuan Kung
In the present study, we developed a novel method, referred to as Gemini Network, for effective modeling of temporal structures and achieving high-performance temporal action localization.
no code implementations • 15 Oct 2019 • Shouyong Jiang, Hongru Li, Jinglei Guo, Mingjun Zhong, Shengxiang Yang, Marcus Kaiser, Natalio Krasnogor
The proposed framework is combined with new strategies, such as reference adaptation and adaptive local mating, to solve different types of problems.