【機械学習】SNR Contrastive Loss

Index

Signal To Noise Ration Contrastive 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
    
    

SNR Contrastive Loss

Regularization

Zero Mean Regularization を利用している.

参考

• Signal-to-Noise Ratio: A Robust Distance Metric for Deep Metric Learning
  • [2019]
  • 3 Proposed Approach
    • 3.1 SNR-based Metric
    • 3.2 Deep SNR-based Metric Learning
    • 3.3 Deep SNR-based Hashing Learning
  • arxiv.org