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Optimal Knowledge Distillation through Non-Heuristic Control of Dark Knowledge

In this paper, a method is introduced to control the dark knowledge values also known as soft targets, with the purpose of improving the training by knowledge distillation for multi-class classification tasks. Knowledge distillation effectively transfers knowledge from a larger model to a smaller mo...

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Principais autores: Darian Onchis, Codruta Istin, Ioan Samuila
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2024-08-01
coleção:Machine Learning and Knowledge Extraction
Assuntos:
Acesso em linha:https://www.mdpi.com/2504-4990/6/3/94
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