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hujie-frank avatar hujie-frank commented on August 15, 2024

It also works in VGG, AlexNet networks as the SE module is not restricted in specific architecture.

We conducted experiments on COCO detection task by Faster-RCNN, using SE-ResNet-50 and SE-ResNet-101. Both achieved great improvements over their non-SE counterparts. We haven't performed experiments in SSD yet, but I think it is capable of benefiting the performance due to the characteristic
of feature enhancement.

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zimenglan-sysu-512 avatar zimenglan-sysu-512 commented on August 15, 2024

hi @hujie-frank,
do you have trained SE-Net in googlenet?
thanks

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hujie-frank avatar hujie-frank commented on August 15, 2024

We did not empirically cooperate SE with GoogleNet as the SE-BN-Inception is sufficient for validating the effectiveness of SE without skip-layer.

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