Cost-Effective Active Learning for Deep Image Classification

CEAL：用于深度图像分类的高性价比主动学习.

Diverse mini-batch Active Learning

DBAL：多样性小批量主动学习.

Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation

暗示标注：一种用于生物医学图像分割的深度主动学习框架.

Bayesian Generative Active Deep Learning

BGADL：贝叶斯生成深度主动学习.

Generative Adversarial Active Learning

GAAL：生成对抗主动学习.

Adversarial Active Learning for Deep Networks: a Margin Based Approach

DFAL：一种基于决策边界的对抗主动学习方法.