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zeiss-microscopy / BSConv

Reference implementation for Blueprint Separable Convolutions (CVPR 2020)

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How is BSConv being utilized in MobileNet V2 and V3?

boenshao opened this issue · comments

commented

Great paper!
Just one small question,
It seems that you have not alter the structure of mobilenet v2 and v3, because it sort of already got BSConv built in?
Dose this imply that the accuracy gain (especially in CIFAR) is purely from the proposed orthonormal regularization loss?

commented

Thank you!
Yes, we decided for keeping the entire structure of MobileNet V2 and V3 as they can be reinterpreted as a BSConv-S model as shown in Sect. 4.2 in the paper. As you have already observed correctly, for those models, the resulting performance gain entirely results from the regularization loss.