PD-Loss: Proxy-Decidability for Efficient Metric Learning

Pedro Silva, Guilherme A. L. Silva, Pablo Coelho +4

Deep Metric Learning (DML) aims to learn embedding functions that map semantically similar inputs to proximate points in a metric space while separating dissimilar ones. Existing m…