431 citations · 1k across the 24 of their papers we have counts for
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stat.ML2016★ 431 cited
Large-Margin Softmax Loss for Convolutional Neural Networks
Weiyang Liu, Yandong Wen, Zhiding Yu +1
Cross-entropy loss together with softmax is arguably one of the most common used supervision components in convolutional neural networks (CNNs). Despite its simplicity, popularity…
cs.CV2016★ 51 cited
Range Loss for Deep Face Recognition with Long-tail
Xiao Zhang, Zhiyuan Fang, Yandong Wen +2
Convolutional neural networks have achieved great improvement on face recognition in recent years because of its extraordinary ability in learning discriminative features of people…