NPCFace: A Negative-Positive Cooperation Supervision for Training Large-scale Face Recognition

Dan Zeng
Dan Zeng
Hailin Shi
Hailin Shi
Hang Du
Hang Du
Jun Wang
Jun Wang
Cited by: 0|Bibtex|Views27
Other Links: arxiv.org

Abstract:

Deep face recognition has made remarkable advances in the last few years, while the training scheme still remains challenging in the large-scale data situation where many hard cases occur. Especially in the range of low false accept rate (FAR), there are various hard cases in both positives ($\textit{i.e.}$ intra-class) and negatives ($...More

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