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Implement SE-ResNet #655

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yuyu2172 merged 2 commits into chainer:master from g-votte:seresnet

Jun 25, 2018

Contributor

g-votte commented Jun 25, 2018

This PR implements "Squeeze-and-Excitation Networks" presented in: https://arxiv.org/abs/1709.01507

Features

Implement SEBlock class.
Modify ResBlock class to apply SEBlock when add_se_block option is True.
Implement SEResNet classes (SEResNet50, SEResNet101, and SEResNet152).
Implement a conversion script for pretrained caffemodel of SE-ResNet, distributed here.

g-votte added 2 commits

June 25, 2018 17:48


          Implement SEResNet.

ffe558e


          Set up downloading for SEResNet pretrained model.

9220ff2

yuyu2172 approved these changes

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yuyu2172 merged commit f6474be into chainer:master

yuyu2172 added this to the 0.11 milestone

yuyu2172 added the feature label

yuyu2172 self-assigned this

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