Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning

Timo Milbich, Karsten Roth, Samarth Sinha +3

Deep Metric Learning (DML) aims to find representations suitable for zero-shot transfer to a priori unknown test distributions. However, common evaluation protocols only test a sin…