Order and Chaos: NTK views on DNN Normalization, Checkerboard and Boundary Artifacts

11 July 2019

Papers citing "Order and Chaos: NTK views on DNN Normalization, Checkerboard and Boundary Artifacts"

8 / 8 papers shown

Title
On the Neural Tangent Kernel of Equilibrium Models Zhili Feng J. Zico Kolter 18 6 0 21 Oct 2023
"BNN - BN = ?": Training Binary Neural Networks without Batch Normalization Tianlong Chen Zhenyu (Allen) Zhang Xu Ouyang Zechun Liu Zhiqiang Shen Zhangyang Wang MQ 43 36 0 16 Apr 2021
High-Performance Large-Scale Image Recognition Without Normalization Andrew Brock Soham De Samuel L. Smith Karen Simonyan VLM 223 512 0 11 Feb 2021
Group Whitening: Balancing Learning Efficiency and Representational Capacity Lei Huang Yi Zhou Li Liu Fan Zhu Ling Shao 28 21 0 28 Sep 2020
Batch Normalization Biases Residual Blocks Towards the Identity Function in Deep Networks Soham De Samuel L. Smith ODL 23 20 0 24 Feb 2020
On the infinite width limit of neural networks with a standard parameterization Jascha Narain Sohl-Dickstein Roman Novak S. Schoenholz Jaehoon Lee 32 47 0 21 Jan 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 306 10,368 0 12 Dec 2018
On Lipschitz Bounds of General Convolutional Neural Networks Dongmian Zou R. Balan Maneesh Kumar Singh 24 54 0 04 Aug 2018