Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning

CVPR, pp. 5022-5030, 2019.

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Abstract:

A family of loss functions built on pair-based computation have been proposed in the literature which provide a myriad of solutions for deep metric learning. In this paper, we provide a general weighting framework for understanding recent pair-based loss functions. Our contributions are three-fold: (1) we establish a General Pair Weightin...More

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