A New Similarity Space Tailored for Supervised Deep Metric Learning

Pedro H. Barros, Fabiane Queiroz, Flavio Figueredo +2

We propose a novel deep metric learning method. Differently from many works on this area, we defined a novel latent space obtained through an autoencoder. The new space, namely S-s…