8 citations · 12 across the 3 of their papers we have counts for
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cs.LG2020★ 4 cited
Calibrated neighborhood aware confidence measure for deep metric learning
Maryna Karpusha, Sunghee Yun, Istvan Fehervari
Deep metric learning has gained promising improvement in recent years following the success of deep learning. It has been successfully applied to problems in few-shot learning, ima…
cs.LG2019★ 8 cited
Unbiased Evaluation of Deep Metric Learning Algorithms
Istvan Fehervari, Avinash Ravichandran, Srikar Appalaraju
Deep metric learning (DML) is a popular approach for images retrieval, solving verification (same or not) problems and addressing open set classification. Arguably, the most common…