Deep Active Learning: Unified and Principled Method for Query and Training

WAAL：使用Wasserstein距离建模主动学习的查询过程.

Discriminative Active Learning

DAL：判别式主动学习.

BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning

BatchBALD：深度贝叶斯主动学习的高效多样性批量获取.

Batch Active Learning Using Determinantal Point Processes

Active DPP：基于行列式点过程的批量主动学习.

Batch Active Learning at Scale

Cluster-Margin：一种大规模批量主动学习方法.

Deep Similarity-Based Batch Mode Active Learning with Exploration-Exploitation

通过探索-开发实现基于深度相似性的批处理主动学习.