Auto-Probabilistic Mining Method for Siamese Neural Network Training

Training deep learning models for classification with limited data and computational resources remains a challenge when the number of classes is large. Metric learning offers an effective solution to this problem. However, it has its own shortcomings due to the known imperfections of widely used los...

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Bibliographic Details
Main Authors: Arseniy Mokin, Alexander Sheshkus, Vladimir L. Arlazarov
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/13/8/1270
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