9 citations · 21 across the 9 of their papers we have counts for
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cs.CV2018★ 9 cited
Ring loss: Convex Feature Normalization for Face Recognition
Yutong Zheng, Dipan K. Pal, Marios Savvides
We motivate and present Ring loss, a simple and elegant feature normalization approach for deep networks designed to augment standard loss functions such as Softmax. We argue that…
cs.CV2018★ 3 cited
Non-Parametric Transformation Networks
Dipan K. Pal, Marios Savvides
ConvNets, through their architecture, only enforce invariance to translation. In this paper, we introduce a new class of deep convolutional architectures called Non-Parametric Tran…