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Squeeze and excitation (scSE) modules #157
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We should look into squeeze and excitation (SE) modules for adaptive feature map recalibration.
The initially introduces cSE blocks are incredibly powerful for classification problems; the recently introduces sSE blocks are similarly powerful for segmentation.
We should try a combination of these in an scSE module and see what happens if we attach them to our encoder and decoder modules. From a computational standpoint they are very cheap.
References below
https://arxiv.org/abs/1709.01507
https://arxiv.org/abs/1803.02579
from https://arxiv.org/abs/1803.02579
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