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Valentin Emiya Unselected an answer
A Metric Learning Reality Check: https://arxiv.org/abs/2003.08505 (CVPR 2020-2021?)
Mostly about how current approaches are not fair and comparing state of the art losses-architectures trained with different regimes yields different results when using state-of-the-art or most recent regularization/augmentation/training recipes.
Felipe Torres Answered question