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Is Batch Norm unique? An empirical investigation and prescription to
  emulate the best properties of common normalizers without batch dependence

Is Batch Norm unique? An empirical investigation and prescription to emulate the best properties of common normalizers without batch dependence

21 October 2020
Vinay Rao
Jascha Narain Sohl-Dickstein
    BDL
ArXivPDFHTML

Papers citing "Is Batch Norm unique? An empirical investigation and prescription to emulate the best properties of common normalizers without batch dependence"

2 / 2 papers shown
Title
The large learning rate phase of deep learning: the catapult mechanism
The large learning rate phase of deep learning: the catapult mechanism
Aitor Lewkowycz
Yasaman Bahri
Ethan Dyer
Jascha Narain Sohl-Dickstein
Guy Gur-Ari
ODL
153
232
0
04 Mar 2020
Dynamical Isometry and a Mean Field Theory of CNNs: How to Train
  10,000-Layer Vanilla Convolutional Neural Networks
Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,000-Layer Vanilla Convolutional Neural Networks
Lechao Xiao
Yasaman Bahri
Jascha Narain Sohl-Dickstein
S. Schoenholz
Jeffrey Pennington
220
347
0
14 Jun 2018
1