453 citations · 1.5k across the 44 of their papers we have counts for
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cs.CV2017★ 2 cited
The Local Dimension of Deep Manifold
Mengxiao Zhang, Wangquan Wu, Yanren Zhang +4
Based on our observation that there exists a dramatic drop for the singular values of the fully connected layers or a single feature map of the convolutional layer, and that the di…
cs.CV2017★ 2 cited
Randomness in Deconvolutional Networks for Visual Representation
Kun He, Jingbo Wang, Haochuan Li +5
Toward a deeper understanding on the inner work of deep neural networks, we investigate CNN (convolutional neural network) using DCN (deconvolutional network) and randomization tec…