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Qi Tong

2 accepted papers

2020

Distance Metric Learning with Joint Representation Diversification

ICML 2020poster

Distance metric learning (DML) is to learn a representation space equipped with a metric, such that similar examples are closer than dissimilar examples concerning the metric. The recent success of DNNs motivates many DML losses that encourage the intra-class compactness and inter-class separability…