SCN

2000년 도입 · 논문 18편에서 사용

Self-Cure Network, or SCN, is a method for suppressing uncertainties for large-scale facial expression recognition, prventing deep networks from overfitting uncertain facial images. Specifically, SCN suppresses the uncertainty from two different aspects: 1) a self-attention mechanism over mini-batch to weight each training sample with a ranking regularization, and 2) a careful relabeling mechanism to modify the labels of these samples in the lowest-ranked group.

출처: Suppressing Uncertainties for Large-Scale Facial Expression Recognition

소개 논문: Suppressing Uncertainties for Large-Scale Facial Expression Recognition