Görkem Algan

Label Noise Types and Their Effects on Deep Learning

2020 · arXiv (Cornell University)

The recent success of deep learning is mostly due to the availability of big datasets with clean annotations. However, gathering a cleanly annotated dataset is not always feasible due to practical challenges. As a result, …