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2011.08096
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The unreasonable effectiveness of Batch-Norm statistics in addressing catastrophic forgetting across medical institutions
16 November 2020
Sharut Gupta
Praveer Singh
Ken Chang
M. Aggarwal
N. Arun
Liangqiong Qu
K. Hoebel
J. Patel
M. Gidwani
A. Vaswani
D. Rubin
Jayashree Kalpathy-Cramer
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Papers citing
"The unreasonable effectiveness of Batch-Norm statistics in addressing catastrophic forgetting across medical institutions"
3 / 3 papers shown
Title
Confounding variables can degrade generalization performance of radiological deep learning models
J. Zech
Marcus A. Badgeley
Manway Liu
A. Costa
J. Titano
Eric K. Oermann
OOD
80
1,173
0
02 Jul 2018
Overcoming catastrophic forgetting in neural networks
J. Kirkpatrick
Razvan Pascanu
Neil C. Rabinowitz
J. Veness
Guillaume Desjardins
...
A. Grabska-Barwinska
Demis Hassabis
Claudia Clopath
D. Kumaran
R. Hadsell
CLL
325
7,478
0
02 Dec 2016
An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks
Ian Goodfellow
M. Berk Mirza
Xia Da
Aaron Courville
Yoshua Bengio
137
1,439
0
21 Dec 2013
1