no code implementations • 6 May 2023 • Shipeng Ji, Yang Li, Ruizhi Fu, Jiabao Wang, Zhuang Miao
As deep learning applications extensively increase by leaps and bounds, their interpretability has become increasingly prominent.
no code implementations • 1 Mar 2022 • Jiabao Wang, Yang Li, Xiu-Shen Wei, Hang Li, Zhuang Miao, Rui Zhang
Unsupervised learning technology has caught up with or even surpassed supervised learning technology in general object classification (GOC) and person re-identification (re-ID).
1 code implementation • 16 Nov 2021 • Xing Li, Qian Huang, Zhijian Wang, Zhenjie Hou, Tianjin Yang, Zhuang Miao
Instead of capturing spatio-temporal local structures, SequentialPointNet encodes the temporal evolution of static appearances to recognize human actions.
no code implementations • 2 Jun 2020 • Jiabao Wang, Yang Li, Yangshuo Zhang, Zhuang Miao, Rui Zhang
A new heterogeneous branch, SE-Res-Branch, is proposed based on the SE-Res module, which consists of the Squeeze-and-Excitation block and the residual block.
no code implementations • 2 Jun 2020 • Jiabao Wang, Yang Li, Shanshan Jiao, Zhuang Miao, Rui Zhang
In order to relieve this problem, we propose a novel grafted network (GraftedNet), which is designed by grafting a high-accuracy rootstock and a light-weighted scion.
no code implementations • 17 Jan 2019 • Jiabao Wang, Yang Li, Zhuang Miao
However, deep feature extracted by a single CNN network is not robust enough in testing stage.