skokec / DAU-ConvNet

Displaced Aggregation Units for Convolutional Networks from "Spatially-Adaptive Filter Units for Deep Neural Networks" paper
http://www.vicos.si/Research/DeepCompositionalNet
21 stars 5 forks source link

about the DAU details #7

Open cannonli7 opened 1 year ago

cannonli7 commented 1 year ago

Thanks for your work. I have a question about the experiment. When testing the dau, did you replace all the convolution module by dau?

skokec commented 1 year ago

That depends on the architecture where DAUs were applied. For ResNet, the DAUs replaced only 3x3 conv2d blocks inside residual blocks, while 1x1 networks remained the same. Also, for the first layer we still used conv2d with large kernel (7x7).

You can see the exact architecture we used in Figure 2 in our IJCV paper .

cannonli7 commented 1 year ago

Thank you