no code implementations • 8 Jun 2023 • Yunpeng Zhai, Peixi Peng, Mengxi Jia, Shiyong Li, Weiqiang Chen, Xuesong Gao, Yonghong Tian
Extensive experiments demonstrate that (1) CRS approximately measures the performance of models without labeled samples; (2) and PEG produces new state-of-the-art accuracy for person re-identification, indicating the great potential of population-based network cooperative training for unsupervised learning.
Knowledge Distillation Unsupervised Person Re-Identification
no code implementations • 25 May 2023 • Liheng Bian, Daoyu Li, Shuoguang Wang, Chunyang Teng, Huteng Liu, Hanwen Xu, Xuyang Chang, Guoqiang Zhao, Shiyong Li, Jun Zhang
These elements are then sampled based on the ranking, building the experimentally optimal sparse sampling strategy that reduces the cost of antenna array by up to one order of magnitude.
1 code implementation • 22 Sep 2022 • Yipeng Gao, Lingxiao Yang, Yunmu Huang, Song Xie, Shiyong Li, Wei-Shi Zheng
Under the domain shift, cross-domain few-shot object detection aims to adapt object detectors in the target domain with a few annotated target data.
no code implementations • 9 Aug 2022 • Shuoguang Wang, Shiyong Li, Ahmad Hoorfar, Ke Miao, Guoqiang Zhao, Houjun Sun
In the area of near-field millimeter-wave imaging, the generalized sparse array synthesis (SAS) method is in great demand.
3 code implementations • 23 Dec 2021 • Shuohuan Wang, Yu Sun, Yang Xiang, Zhihua Wu, Siyu Ding, Weibao Gong, Shikun Feng, Junyuan Shang, Yanbin Zhao, Chao Pang, Jiaxiang Liu, Xuyi Chen, Yuxiang Lu, Weixin Liu, Xi Wang, Yangfan Bai, Qiuliang Chen, Li Zhao, Shiyong Li, Peng Sun, dianhai yu, Yanjun Ma, Hao Tian, Hua Wu, Tian Wu, Wei Zeng, Ge Li, Wen Gao, Haifeng Wang
A unified framework named ERNIE 3. 0 was recently proposed for pre-training large-scale knowledge enhanced models and trained a model with 10 billion parameters.
no code implementations • 7 Sep 2021 • Shuoguang Wang, Shiyong Li, Guoqiang Zhao, Houjun Sun
This paper proposes a polyline shaped array based system scheme, associated with mechanical scanning along the perpendicular direction of the array, for near-field millimeter-wave (MMW) imaging.
no code implementations • 26 Feb 2021 • Shiyong Li, Shuoguang Wang, Guoqiang Zhao, Houjun Sun
Millimeter-wave (MMW) imaging has a wide prospect in application of concealed weapons detection.
no code implementations • 22 Jan 2021 • Shiyong Li, Shuoguang Wang, Moeness G. Amin, Guoqiang Zhao
Multiple-input multiple-output (MIMO) array based millimeter-wave (MMW) imaging has a tangible prospect in applications of concealed weapons detection.