2 papers
cs.LG2018
Large Margin Few-Shot Learning
Yong Wang, Xiao-Ming Wu, Qimai Li +4
The key issue of few-shot learning is learning to generalize. This paper proposes a large margin principle to improve the generalization capacity of metric based methods for few-sh…
cs.CV2018
Homocentric Hypersphere Feature Embedding for Person Re-identification
Wangmeng Xiang, Jianqiang Huang, Xianbiao Qi +2
Person re-identification (Person ReID) is a challenging task due to the large variations in camera viewpoint, lighting, resolution, and human pose. Recently, with the advancement o…