Deep Active Learning by Model Interpretability

Qiang Liu, Zhaocheng Liu, Xiaofang Zhu +1

Recent successes of Deep Neural Networks (DNNs) in a variety of research tasks, however, heavily rely on the large amounts of labeled samples. This may require considerable annotat…