Siamese Network

最新推荐文章于 2025-03-25 23:40:50 发布

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最新推荐文章于 2025-03-25 23:40:50 发布

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原文链接：http://www.cnblogs.com/jianyingzhou/p/4022172.html

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……

转载于:https://www.cnblogs.com/jianyingzhou/p/4022172.html