UnbiasedNets: A Dataset Diversification Framework for Robustness Bias Alleviation in Neural Networks

Mahum Naseer, Bharath Srinivas Prabakaran, Osman Hasan +1

Performance of trained neural network (NN) models, in terms of testing accuracy, has improved remarkably over the past several years, especially with the advent of deep learning. H…