Proxy Anchor Loss for Deep Metric Learning

Unofficial pytorch, tensorflow and mxnet implementations of Proxy Anchor Loss for Deep Metric Learning.

Note

TODO list

  • pytorch version
  • tensorflow version
  • mxnet version

Overview

Results

CARS196

  • red one => proxy anchor loss
  • blue one => norm softmax

Reference

@inproceedings{kim2020proxy,
  title={Proxy Anchor Loss for Deep Metric Learning},
  author={Kim, Sungyeon and Kim, Dongwon and Cho, Minsu and Kwak, Suha},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year={2020}
}

GitHub

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