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A Closer Look at Few-Shot Classification with Many Novel Classes

Few-shot learning (FSL) is designed to equip models with the capability to quickly adapt to new, unseen domains in open-world scenarios. However, there is a notable discrepancy between the multitude of new concepts encountered in the open world and the limited scale of existing FSL studies, which fo...

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Hlavní autoři: Zhipeng Lin, Wenjing Yang, Haotian Wang, Haoang Chi, Long Lan
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2024-08-01
Edice:Applied Sciences
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On-line přístup:https://www.mdpi.com/2076-3417/14/16/7060
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