Neural Collapse for Unconstrained Feature Model under Cross-entropy Loss with Imbalanced Data

Recent years have witnessed the huge success of deep neural networks (DNNs) in various tasks of computer vision and text processing. Interestingly, these DNNs with massive number of parameters share similar structural properties on their feature representation and last-layer classifier at terminal p...

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Bibliographische Detailangaben

Hauptverfasser:	Hong, Wanli, Ling, Shuyang
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Mathematics - Optimization and Control Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
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