Semantic Redundancies in Image-Classification Datasets: The 10% You Don't Need

Vighnesh Birodkar, Hossein Mobahi, Samy Bengio

Large datasets have been crucial to the success of deep learning models in the recent years, which keep performing better as they are trained with more labelled data. While there h…