The content explores the identification and application of deep learning backbones through pattern mining. It delves into the core idea of concept backbones and their significance in improving model performance and understanding. The paper presents a heuristic approach to finding these backbones efficiently and demonstrates their application across various datasets. The experiments showcase the effectiveness of the method in identifying mistakes, improving predictions, and providing visual explanations.
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arxiv.org
Önemli Bilgiler Şuradan Elde Edildi
by Michael Liva... : arxiv.org 03-28-2024
https://arxiv.org/pdf/2403.18278.pdfDaha Derin Sorular