sentence1: he et al proposed using residual modules in cnns , where convolutional layers attempt to learn residual functions instead of direct transformation .
sentence2: he et al proposed skipping some of the layers in convolutional networks through the implementation of shortcut connections , in the formulation of an architecture referred to as residual units .