Humphrey Shi

Combating Label Noise With A General Surrogate Model For Sample Selection

2023 · arXiv (Cornell University)

Modern deep learning systems are data-hungry. Learning with web data is one of the feasible solutions, but will introduce label noise inevitably, which can hinder the performance of deep neural networks. Sample selection is an …