Naoya Maruyama | DeepAI

DeepAI

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Featured Co-authors

Satoshi Matsuoka
26 publications
Nikoli Dryden
16 publications
Md Zahangir Alom
15 publications
Tarek M. Taha
14 publications
Peter Harrington
11 publications
Brian Van Essen
6 publications
Peter Nugent
4 publications
Tim Moon
4 publications
Brian C Van Essen
3 publications
Yosuke Oyama
3 publications
Tom Benson
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research

∙ 07/25/2020

The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs with Hybrid Parallelism

We present scalable hybrid-parallel algorithms for training large-scale ...

0 Yosuke Oyama, et al. ∙

research

∙ 03/15/2019

Improving Strong-Scaling of CNN Training by Exploiting Finer-Grained Parallelism

Scaling CNN training is necessary to keep up with growing datasets and r...

0 Nikoli Dryden, et al. ∙

research

∙ 02/07/2018

Effective Quantization Approaches for Recurrent Neural Networks

Deep learning, and in particular Recurrent Neural Networks (RNN) have sh...

0 Md Zahangir Alom, et al. ∙