【機械学習】Triplet Architecture / Triplet Network

Index

Triplet Architecture / Triplet Network

Metric Learning の手法の一つ.

• Metric Learning
  • yhayato1320.hatenablog.com
    
    

応用

顔認証への応用.

• FaceNet: A Unified Embedding for Face Recognition and Clustering
  • [2015]
  • arxiv.org

参考

• Distance Metric Learning for Large Margin Nearest Neighbor Classification

  • [2005]
  • https://jmlr.csail.mit.edu/papers/volume10/weinberger09a/weinberger09a.pdf
    
    

• M-ADDA: Unsupervised Domain Adaptation with Deep Metric Learning

  • [2018]
  • arxiv.org