Ensemble of Loss Functions to Improve Generalizability of Deep Metric Learning methods

Davood Zabihzadeh, Zahraa Alitbi, Seyed Jalaleddin Mousavirad

Deep Metric Learning (DML) learns a non-linear semantic embedding from input data that brings similar pairs together while keeping dissimilar data away from each other. To this end…