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Enhanced ProtoNet With Self-Knowledge Distillation for Few-Shot Learning

Few-Shot Learning (FSL) has recently gained increased attention for its effectiveness in addressing the problem of data scarcity. Many approaches have been proposed based on the FSL idea, including prototypical networks (ProtoNet). ProtoNet demonstrates its effectiveness in overcoming this issue whi...

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Autori principali: Mohamed El Hacen Habib, Ayhan Kucukmanisa, Oguzhan Urhan
Natura: Artigo
Lingua:Inglês
Pubblicazione: IEEE 2024-01-01
Serie:IEEE Access
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Accesso online:https://ieeexplore.ieee.org/document/10703064/
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