码迷,mamicode.com
首页 > Web开发 > 详细

Siamese Network

时间:2014-10-13 16:38:19      阅读:773      评论:0      收藏:0      [点我收藏+]

标签:http   io   os   ar   for   sp   on   ad   ef   

摘抄自caffe github的issue697

Siamese nets are supervised models for metric learning [1].

[1] S. Chopra, R. Hadsell, and Y. LeCun. Learning a similarity metric discriminatively, with application to face verification. In Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on, volume 1, pages 539–546. IEEE, 2005. http://yann.lecun.com/exdb/publis/pdf/chopra-05.pdf

 

Speaking of metric learning, I remember that @norouzi had proposed and open sourced a method that learned a Hamming distance metric to distinguish similar and dissimilar images [2].

[2] Mohammad Norouzi, David J. Fleet, Ruslan Salakhutdinov, Hamming Distance Metric Learning, Neural Information Processing Systems (NIPS), 2012.

 

 

未完待续

 

ND,越来越赶不上更新步伐了……

Siamese Network

标签:http   io   os   ar   for   sp   on   ad   ef   

原文地址:http://www.cnblogs.com/jianyingzhou/p/4022172.html

(0)
(0)
   
举报
评论 一句话评论(0
登录后才能评论!
© 2014 mamicode.com 版权所有  联系我们:gaon5@hotmail.com
迷上了代码!