A Data-Centric Approach for Training Deep Neural Networks with Less Data

Mohammad Motamedi, Nikolay Sakharnykh, Tim Kaldewey

While the availability of large datasets is perceived to be a key requirement for training deep neural networks, it is possible to train such models with relatively little data. Ho…