Kernel-Based Smoothness Analysis of Residual Networks

21 Sep 2020 Tom Tirer Joan Bruna Raja Giryes

A major factor in the success of deep neural networks is the use of sophisticated architectures rather than the classical multilayer perceptron (MLP). Residual networks (ResNets) stand out among these powerful modern architectures... (read more)

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