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What is the meaning of fully-convolutional cross entropy loss in the function below (image attached)?

Sorry to revive a very old discussion but I've just come through this very interesting paper, and I also was not sure on how to interpret the loss function lp(xhw;yhw) : lp(xhw;yhw) is a cross-entropy ...

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