Class-aware and Augmentation-free Contrastive Learning from Label Proportion

Jialiang Wang, Ning Zhang, Shimin Di +2

Learning from Label Proportion (LLP) is a weakly supervised learning scenario in which training data is organized into predefined bags of instances, disclosing only the class label…