Before revision:  As such, the key contribution of this work resides in a concise but rigorous mathematical generalization of the CNN building blocks . Furthermore, comparative to the other state-of-the-art methods, our method demonstrates substantially better performance on both classification and regression tasks .
After revision:  As such, the key contribution of this work resides in a concise but rigorous mathematical generalization of the CNN building blocks .