1 code implementation • 4 Aug 2021 • Suofei Zhang, Zirui Yin, Xiofu Wu, Kun Wang, Quan Zhou, Bin Kang
In this paper, we propose a lightweight Feature Pyramid Branch (FPB) to extract features from different layers of networks and aggregate them in a bidirectional pyramid structure.
Ranked #6 on
Person Re-Identification
on CUHK03 labeled
no code implementations • 12 Jun 2020 • Lei Zhang, Xiaofu Wu, Suofei Zhang, Zirui Yin
Multi-branch is extensively studied for learning rich feature representation for person re-identification (Re-ID).
no code implementations • 9 Feb 2020 • Xiaofu Wu, Ben Xie, Shiliang Zhao, Suofei Zhang, Yong Xiao, Ming Li
In particular, we show that the feature diversity can be well achieved with the use of multiple dropping branches by setting individual dropping ratio for each branch.
1 code implementation • 21 Jan 2020 • Ben Xie, Xiaofu Wu, Suofei Zhang, Shiliang Zhao, Ming Li
Learning diverse features is key to the success of person re-identification.
Ranked #3 on
Person Re-Identification
on Market-1501-C
3 code implementations • 28 May 2018 • Suofei Zhang, Wei Zhao, Xiaofu Wu, Quan Zhou
Capsules as well as dynamic routing between them are most recently proposed structures for deep neural networks.
Ranked #5 on
Image Classification
on smallNORB
4 code implementations • EMNLP 2018 • Wei Zhao, Jianbo Ye, Min Yang, Zeyang Lei, Suofei Zhang, Zhou Zhao
In this study, we explore capsule networks with dynamic routing for text classification.
Ranked #6 on
Sentiment Analysis
on MR
no code implementations • 30 Oct 2013 • Suofei Zhang, Zhixin Sun, Xu Cheng, Zhenyang Wu
Despite the success of many advanced tracking methods in this area, tracking targets with drastic variation of appearance such as deformation, view change and partial occlusion in video sequences is still a challenge in practical applications.