Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning

深度半监督学习的随机变换和扰动正则化.

半监督学习(Semi-Supervised Learning)

Semi-Supervised Learning.

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.