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pro vyhledávání: '"Fayjie, Abdur R."'
Deep learning has shown tremendous progress in a wide range of digital pathology and medical image classification tasks. Its integration into safe clinical decision-making support requires robust and reliable models. However, real-world data comes wi
Externí odkaz:
http://arxiv.org/abs/2408.08432
Autor:
Azad, Reza, Fayjie, Abdur R, Kauffman, Claude, Ayed, Ismail Ben, Pedersoli, Marco, Dolz, Jose
Despite the initial belief that Convolutional Neural Networks (CNNs) are driven by shapes to perform visual recognition tasks, recent evidence suggests that texture bias in CNNs provides higher performing models when learning on large labeled trainin
Externí odkaz:
http://arxiv.org/abs/2003.04052