Label Smoothing

One-hot encoding된 y_train에 대해

 

factor = 0.2 # 적당한 값으로
y_train = (1 - factor) * y_train + (factor / num_classes)

 

References

[1] C. Szegedy et al., Rethinking the Inception Architecture for Computer Vision, CoRR 2015