Deep Learning, Artificial Intelligence, Resnet, Image Classification, Residual Network.
2.3. The importance of short paths in residual networks (a) The distribution of all possible path lengths. This follows a Binomial distribution. (b) How much gradient is induced on the first layer of the network through paths of varying length, which appears to decay roughly exponentially with the