RS@k loss, similarity mixup, and strong pre-trained initializations together raise deep metric learning benchmarks close to saturation.
& Matas, J.Recall@ k surro- gate loss with large batches and similarity mixup (2022)
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Three Things to Know about Deep Metric Learning
RS@k loss, similarity mixup, and strong pre-trained initializations together raise deep metric learning benchmarks close to saturation.