Proxy Anchor Loss for Deep Metric Learning

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

Note

• official pytorch codes: https://github.com/tjddus9597/Proxy-Anchor-CVPR2020

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}
}