An Empirical Study on the Efficacy of Deep Active Learning for Image Classification

Yu Li, Muxi Chen, Yannan Liu +2

Deep Active Learning (DAL) has been advocated as a promising method to reduce labeling costs in supervised learning. However, existing evaluations of DAL methods are based on diffe…