748 citations
- Chinese Academy of SciencesCN82 papers
- Institute of Theoretical PhysicsCN63 papers
- Xiamen University of TechnologyCN53 papers
- University of Chinese Academy of SciencesCN52 papers
- Nanjing UniversityCN42 papers
- National Astronomical ObservatoriesCN39 papers
- Purple Mountain ObservatoryCN32 papers
- Peking UniversityCN31 papers
- Shanghai Astronomical ObservatoryCN28 papers
- University of Science and Technology of ChinaCN28 papers
- Centre National de la Recherche ScientifiqueFR25 papers
- Tsinghua UniversityCN22 papers
Showing 2017 · cs.CVShow all
2 papers · 2 filters
cs.CV2017★ 56 cited
Joint Hierarchical Category Structure Learning and Large-Scale Image Classification
Yanyun Qu, Li Lin, Fumin Shen +4
We investigate the scalable image classification problem with a large number of categories. Hierarchical visual data structures are helpful for improving the efficiency and perform…
cs.CV2017★ 748 cited
Random Erasing Data Augmentation
Zhun Zhong, Liang Zheng, Guoliang Kang +2
In this paper, we introduce Random Erasing, a new data augmentation method for training the convolutional neural network (CNN). In training, Random Erasing randomly selects a recta…