423 citations · 451 across the 6 of their papers we have counts for
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cs.CV2018★ 24 cited
Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment
Jia Guo, Jiankang Deng, Niannan Xue +1
Facial landmark localisation in images captured in-the-wild is an important and challenging problem. The current state-of-the-art revolves around certain kinds of Deep Convolutiona…
cs.CV2018
Global Norm-Aware Pooling for Pose-Robust Face Recognition at Low False Positive Rate
Sheng Chen, Jia Guo, Yang Liu +2
In this paper, we propose a novel Global Norm-Aware Pooling (GNAP) block, which reweights local features in a convolutional neural network (CNN) adaptively according to their L2 no…
cs.CV2018
ArcFace: Additive Angular Margin Loss for Deep Face Recognition
Jiankang Deng, Jia Guo, Jing Yang +3
Recently, a popular line of research in face recognition is adopting margins in the well-established softmax loss function to maximize class separability. In this paper, we first i…