Andrzej Dulny

Do Different Deep Metric Learning Losses Lead to Similar Learned Features?

Recent studies have shown that many deep metric learning loss functions perform very similarly under the same experimental conditions. One potential reason for this unexpected result is that all losses let the network focus on similar image regions or properties. In this paper, we investigate this b…