Lechao Xiao, Yasaman Bahri, Jascha Sohl-Dickstein, Samuel S. Schoenholz, Jeffrey Pennington
Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10, 000-Layer Vanilla Convolutional Neural Networks
ICML, 2018.
@inproceedings{ICML-2018-XiaoBSSP,
author = "Lechao Xiao and Yasaman Bahri and Jascha Sohl-Dickstein and Samuel S. Schoenholz and Jeffrey Pennington",
booktitle = "{Proceedings of the 35th International Conference on Machine Learning}",
ee = "http://proceedings.mlr.press/v80/xiao18a.html",
pages = "5389--5398",
publisher = "{PMLR}",
title = "{Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10, 000-Layer Vanilla Convolutional Neural Networks}",
year = 2018,
}
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