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I also add BN layer after each Transposed Adder layer what I mentioned above and the feature maps it generated also have obvious checkerboard artifacts. Could you help me solve...

When I use transposed convolution, it also has a little checkerboard artifacts, but it is not very obvious if you do not observe it carefully.

Sorry, I think you may have misunderstood what I mean. I reproduce L2 to L1 training scheme by reducing p for each step. I want to know whether my apprach...