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Published 20 hours ago • verified publisher icon chenmingxiang110

Regarding the update rule

Open Kafka2122 opened this issue 1 year ago • 1 comments

I have been following this GitHub repository. Can you explain why you decided to use fully connected layers? Why not use 2D convolutional layers instead?

Kafka2122 avatar Jul 14 '23 19:07 Kafka2122

Thanks. It's actually not me who decided to use FC layers, but the authors (https://distill.pub/2020/growing-ca/) chose to use FC. In my opinion, since the outputs of the Sobel filters are one-dimensional, using FC rather than convolutional layers is quite natural. Although this is not the official implementation, I think I should probably follow the original ideas as best as I can.

chenmingxiang110 avatar Jul 16 '23 05:07 chenmingxiang110