Data Dropout: Optimizing Training Data for Convolutional Neural Networks

Tianyang Wang, Jun Huan, Bo Li

Deep learning models learn to fit training data while they are highly expected to generalize well to testing data. Most works aim at finding such models by creatively designing arc…