Are ResNets Provably Better than Linear Predictors?

18 April 2018

Papers citing "Are ResNets Provably Better than Linear Predictors?"

5 / 5 papers shown

Title
On the Power of Over-parametrization in Neural Networks with Quadratic Activation S. Du Jason D. Lee 95 268 0 03 Mar 2018
Learning One-hidden-layer Neural Networks with Landscape Design Rong Ge Jason D. Lee Tengyu Ma MLT 112 260 0 01 Nov 2017
Theoretical insights into the optimization landscape of over-parameterized shallow neural networks Mahdi Soltanolkotabi Adel Javanmard Jason D. Lee 96 417 0 16 Jul 2017
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 274 10,149 0 16 Mar 2016
Accurate Image Super-Resolution Using Very Deep Convolutional Networks Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 91 6,164 0 14 Nov 2015