Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation

Recently, source-free unsupervised domain adaptation (SFUDA) has emerged as a more practical and feasible approach compared to unsupervised domain adaptation (UDA) which assumes that labeled source data are always accessible. However, significant limitations associated with SFUDA approaches are ofte...

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Veröffentlicht in:	arXiv.org 2023-04
Hauptverfasser:	Lee, Suho, Seo, Seungwon, Kim, Jihyo, Lee, Yejin, Hwang, Sangheum
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptation Domains Performance degradation
Online-Zugang:	Volltext
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