Negative Margin Matters: Understanding Margin in Few-shot Classification

Bin Liu, Yue Cao, Yutong Lin +4

This paper introduces a negative margin loss to metric learning based few-shot learning methods. The negative margin loss significantly outperforms regular softmax loss, and achiev…