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cs.CV2020
Meta Soft Label Generation for Noisy Labels
Görkem Algan, Ilkay Ulusoy
The existence of noisy labels in the dataset causes significant performance degradation for deep neural networks (DNNs). To address this problem, we propose a Meta Soft Label Gener…
cs.CV2020★ 40 cited
Label Noise Types and Their Effects on Deep Learning
Görkem Algan, İlkay Ulusoy
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…