Sample Distillation for Object Detection and Image Classification

Olivier Canévet, Leonidas Lefakis, François Fleuret

Abstract: We propose a novel approach to efficiently select informative samples for large-scale learning. Instead of directly feeding a learning algorithm with a very large amount of samples, as it is usuall...