Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning
CVPR, pp. 5022-5030, 2019.
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
PPT (Upload PPT)