【機械学習】Soft Triplet Loss

Index

Soft Triplet Loss

Metric Learning / Distance Learning の損失に利用される.

• Metric Learning / Distance Learning #まとめ編 #01
  • 損失 / Loss について
  • yhayato1320.hatenablog.com
    
    

従来の Softmax Loss より改善した.

Regularization

Sparse Centers Regularization.

参考

• SoftTriple Loss: Deep Metric Learning Without Triplet Sampling
  • [2019]
  • 3 SoftTriple Loss
    • 3.1 Multiple Centers
  • arxiv.org