A Kernel Perspective of Skip Connections in Convolutional Networks

27 November 2022

Papers citing "A Kernel Perspective of Skip Connections in Convolutional Networks"

5 / 5 papers shown

Title
Deep Neural Tangent Kernel and Laplace Kernel Have the Same RKHS Lin Chen Sheng Xu 107 94 0 22 Sep 2020
Tensor Programs II: Neural Tangent Kernel for Any Architecture Greg Yang 94 136 0 25 Jun 2020
Why Do Deep Residual Networks Generalize Better than Deep Feedforward Networks? -- A Neural Tangent Kernel Perspective Kaixuan Huang Yuqing Wang Molei Tao T. Zhao MLT 34 97 0 14 Feb 2020
Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks Sanjeev Arora S. Du Zhiyuan Li Ruslan Salakhutdinov Ruosong Wang Dingli Yu AAML 40 162 0 03 Oct 2019
The Shattered Gradients Problem: If resnets are the answer, then what is the question? David Balduzzi Marcus Frean Lennox Leary J. P. Lewis Kurt Wan-Duo Ma Brian McWilliams ODL 46 399 0 28 Feb 2017