Effective Evaluation of Deep Active Learning on Image Classification Tasks

Nathan Beck, Durga Sivasubramanian, Apurva Dani +2

With the goal of making deep learning more label-efficient, a growing number of papers have been studying active learning (AL) for deep models. However, there are a number of issue…