Metric Learning Survey 文章汇总

目录

0. Introductory Guides on Metric Learning

1. Metric Learning: A Survey

2. Deep Metric Learning: a (Long) Survey

3.  A Tutorial on Distance Metric Learning

4. Distance Metric Learning: A Comprehensive Survey

5. A Survey on Metric Learning for Feature Vectors and Structured Data

6. Tutorial on Metric Learning

---

--------------------------------------------------------

0. Introductory Guides on Metric Learning

 Web 链接：

User guide: contents — metric-learn 0.6.2 documentation

--------------------------------------------------------

1. Metric Learning: A Survey

PDF 链接：

http://people.bu.edu/bkulis/pubs/ftml_metric_learning.pdf

--------------------------------------------------------

2. Deep Metric Learning: a (Long) Survey

Web 链接：

Deep Metric Learning: a (Long) Survey – Chan Kha Vu

--------------------------------------------------------

3.  A Tutorial on Distance Metric Learning

Mathematical Foundations, Algorithms, Experimental Analysis, Prospects and Challenges

 (with Appendices on Mathematical Background and Detailed Algorithms Explanation)

 PDF 链接：

https://arxiv.org/pdf/1812.05944.pdf

--------------------------------------------------------

4. Distance Metric Learning: A Comprehensive Survey

 PDF 链接：

http://www.cs.cmu.edu/~liuy/frame_survey_v2.pdf

--------------------------------------------------------

5. A Survey on Metric Learning for Feature Vectors and Structured Data

 PDF 链接：

https://hal.inria.fr/hal-01666935/file/surveyML_arXiv.pdf

6. Tutorial on Metric Learning

PPT 链接：

http://researchers.lille.inria.fr/abellet/talks/metric_learning_tutorial_CIL.pdf