Discriminability-enforcing loss to improve representation learning

Florinel-Alin Croitoru, Diana-Nicoleta Grigore, Radu Tudor Ionescu

During the training process, deep neural networks implicitly learn to represent the input data samples through a hierarchy of features, where the size of the hierarchy is determine…