423 citations · 1.1k across the 44 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★ 1 cited
Side Information for Face Completion: a Robust PCA Approach
Niannan Xue, Jiankang Deng, Shiyang Cheng +2
Robust principal component analysis (RPCA) is a powerful method for learning low-rank feature representation of various visual data. However, for certain types as well as significa…
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…