CosFace: Large Margin Cosine Loss for Deep Face Recognition

@article{Wang2018CosFaceLM,
  title={CosFace: Large Margin Cosine Loss for Deep Face Recognition},
  author={Hao Wang and Yitong Wang and Zheng Zhou and Xing Ji and Zhifeng Li and Dihong Gong and Jingchao Zhou and Wei Liu},
  journal={CoRR},
  year={2018},
  volume={abs/1801.09414}
}
Face recognition has achieved revolutionary advancement owing to the advancement of the deep convolutional neural network (CNN). The central task of face recognition, including face verification and identification, involves face feature discrimination. However, traditional softmax loss of deep CNN usually lacks the power of discrimination. To address this… CONTINUE READING