Inproceedings,

Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10, 000-Layer Vanilla Convolutional Neural Networks.

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ICML, volume 80 of Proceedings of Machine Learning Research, page 5389-5398. PMLR, (2018)

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