Skip Connection?Skip connections are now a standard module in many convolutional architectures.They provide alternative paths for gradients (including backpropagation). This additional pathway has been experimentally proven to often help with model convergence.In deep architectures, skip connections, as the name suggests, skip some layers of the neural network and provide the output of one layer..