Big Self-Supervised Models are Strong Semi-Supervised Learners

SimCLRv2:自监督大模型是强半监督学习器.

FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence

FixMatch:通过一致性和置信度简化半监督学习.

行列式点过程(Determinantal Point Process)

Determinantal Point Process.

DivideMix: Learning with Noisy Labels as Semi-supervised Learning

DivideMix:通过噪声标签实现半监督学习.

ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring

ReMixMatch:通过分布对齐和增强锚点实现半监督学习.

MixMatch: A Holistic Approach to Semi-Supervised Learning

MixMatch:一种半监督学习的整体方法.