Deep Learning, Artificial Intelligence, Convolutional Network, Image Classification, Regularization.
Shake-Shake can be interpreted as synthesizing reasonable augmented data. The use of random weight α enables us to generate many different augmented data. By contrast, in the backward pass, a different random weight β is used to disturb the updating parameters, which is expected to help to prevent