no code implementations • 1 Mar 2022 • Ju Liu, Ling-Wei Huang, Yuan-Hai Shao, Wei-Jie Chen, Chun-Na Li
Recent advance on linear support vector machine with the 0-1 soft margin loss ($L_{0/1}$-SVM) shows that the 0-1 loss problem can be solved directly.
1 code implementation • 20 Jun 2020 • Wei-Jie Chen, ShiLiang Pu, Di Xie, Shicai Yang, Yilu Guo, Luojun Lin
Extensive experiments on ImageNet dataset have been conducted to prove the effectiveness of our method.
no code implementations • 28 Feb 2020 • Rang Meng, Wei-Jie Chen, Di Xie, Yuan Zhang, ShiLiang Pu
In this paper, for the first time, we systematically investigate the impact of different layer assignments to the network performance by building an architecture dataset of layer assignment on CIFAR-100.
no code implementations • 17 Feb 2020 • Lan Bai, Yuan-Hai Shao, Wei-Jie Chen, Zhen Wang, Nai-Yang Deng
In this paper, we propose a Multiple Flat Projections Clustering (MFPC) to deal with cross-manifold clustering problems.
3 code implementations • CVPR 2019 • Wei-Jie Chen, Di Xie, Yuan Zhang, ShiLiang Pu
In this family of architectures, the basic block is only composed by 1x1 convolutional layers with only a few shift operations applied to the intermediate feature maps.
no code implementations • 17 Dec 2018 • Wei-Jie Chen, Yuan Zhang, Di Xie, ShiLiang Pu
A better alternative is to propagate the entire useful information to reconstruct the pruned layer instead of directly discarding the less important neurons.
no code implementations • 23 Jan 2018 • Chun-Na Li, Yuan-Hai Shao, Wei-Jie Chen, Zhen Wang, Nai-Yang Deng
However, 2DLDA may encounter the singularity issue theoretically and the sensitivity to outliers.
no code implementations • 13 Dec 2016 • Zhuqi Li, Wei-Jie Chen, Zhenyi Li, Kaigui Bian
The detection of face-screen distance on smartphone (i. e., the distance between the user face and the smartphone screen) is of paramount importance for many mobile applications, including dynamic adjustment of screen on-off, screen resolution, screen luminance, font size, with the purposes of power saving, protection of human eyesight, etc.
Networking and Internet Architecture