1.8k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Chinese Academy of SciencesCN32 papers
- University of Chinese Academy of SciencesCN13 papers
- National Astronomical ObservatoriesCN10 papers
- University of Science and Technology of ChinaCN8 papers
- Shanghai Institute of Technical PhysicsCN4 papers
- National Space Science CenterCN3 papers
- National University of Defense TechnologyCN3 papers
- Purple Mountain ObservatoryCN3 papers
- Shandong UniversityCN3 papers
- Technical Institute of Physics and ChemistryCN3 papers
- University of Electronic Science and Technology of ChinaCN3 papers
- Alibaba Group (United States)US2 papers
Showing 2020 · cs.LGShow all
2 papers · 2 filters
cs.LG2020★ 13 cited
WeMix: How to Better Utilize Data Augmentation
Yi Xu, Asaf Noy, Ming Lin +3
Data augmentation is a widely used training trick in deep learning to improve the network generalization ability. Despite many encouraging results, several recent studies did point…
cs.LG2020★ 28 cited
Towards Understanding Label Smoothing
Yi Xu, Yuanhong Xu, Qi Qian +2
Label smoothing regularization (LSR) has a great success in training deep neural networks by stochastic algorithms such as stochastic gradient descent and its variants. However, th…