Mitigating Noisy Supervision Using Synthetic Samples with Soft Labels

Yangdi Lu, Wenbo He

Noisy labels are ubiquitous in real-world datasets, especially in the large-scale ones derived from crowdsourcing and web searching. It is challenging to train deep neural networks…