Model Debiasing by Learnable Data Augmentation

Pietro Morerio, Ruggero Ragonesi, Vittorio Murino

Deep Neural Networks are well known for efficiently fitting training data, yet experiencing poor generalization capabilities whenever some kind of bias dominates over the actual ta…