Multi-level Distance Regularization for Deep Metric Learning

Yonghyun Kim, Wonpyo Park

We propose a novel distance-based regularization method for deep metric learning called Multi-level Distance Regularization (MDR). MDR explicitly disturbs a learning procedure by r…