Highly Efficient Representation and Active Learning Framework and Its Application to Imbalanced Medical Image Classification

Heng Hao, Hankyu Moon, Sima Didari +2

We propose a highly data-efficient active learning framework for image classification. Our novel framework combines: (1) unsupervised representation learning of a Convolutional Neu…