Deep Learning, Materials Science, Metric Learning, Data Science, Editors Pick.
well on face recognition, and what is better, all we have to do metric learning is to replace loss function. CosFace, ArcFace are pioneering loss functions for deep metric learning using CNN. Nowadays, these loss functions advanced to AdaCos, automatically identifying hyperparameters of CosFace,