Alexander C. Huang

PercentMatch: Percentile-based Dynamic Thresholding for Multi-Label Semi-Supervised Classification

2022 · arXiv (Cornell University)

While much of recent study in semi-supervised learning (SSL) has achieved strong performance on single-label classification problems, an equally important yet underexplored problem is how to leverage the advantage of unlabeled data in multi-label classification …