Do Sharpness-Based Optimizers Improve Generalization in Medical Image Analysis?

Effective clinical deployment of deep learning models in healthcare demands high generalization performance to ensure accurate diagnosis and treatment planning. In recent years, significant research has focused on improving the generalization of deep learning models by regularizing the sharpness of...

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Λεπτομέρειες βιβλιογραφικής εγγραφής

Κύριοι συγγραφείς:	Mohamed Hassan, Aleksandar Vakanski, Boyu Zhang, Min Xian
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	IEEE 2025-01-01
Σειρά:	IEEE Access
Θέματα:	Deep learning generalization medical image analysis loss landscape sharpness-aware minimization
Διαθέσιμο Online:	https://ieeexplore.ieee.org/document/10994767/
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