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pro vyhledávání: '"Hashmi, Asma Ahmed"'
Autor:
Hashmi, Asma Ahmed, Zhumabayeva, Aigerim, Kotelevskii, Nikita, Agafonov, Artem, Yaqub, Mohammad, Panov, Maxim, Takáč, Martin
The success of Deep Neural Network (DNN) models significantly depends on the quality of provided annotations. In medical image segmentation, for example, having multiple expert annotations for each data point is common to minimize subjective annotati
Externí odkaz:
http://arxiv.org/abs/2301.00524
The performance of the Deep Learning (DL) models depends on the quality of labels. In some areas, the involvement of human annotators may lead to noise in the data. When these corrupted labels are blindly regarded as the ground truth (GT), DL models
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a96f3a2912ec1a62fb19e58c5c5b73b7