Generalizing Neural Networks by Reflecting Deviating Data in Production

Yan Xiao, Yun Lin, Ivan Beschastnikh +3

Trained with a sufficiently large training and testing dataset, Deep Neural Networks (DNNs) are expected to generalize. However, inputs may deviate from the training dataset distri…