Inconsistency Ranking-based Noisy Label Detection for High-quality Data

Ruibin Yuan, Hanzhi Yin, Yi Wang +4

The success of deep learning requires high-quality annotated and massive data. However, the size and the quality of a dataset are usually a trade-off in practice, as data collectio…