CurricularFace

2000년 도입 · 논문 3편에서 사용

CurricularFace, or Adaptive Curriculum Learning, is a method for face recognition that embeds the idea of curriculum learning into the loss function to achieve a new training scheme. This training scheme mainly addresses easy samples in the early training stage and hard ones in the later stage. Specifically, CurricularFace adaptively adjusts the relative importance of easy and hard samples during different training stages.

출처: CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition

소개 논문: CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition