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Sheng-Yong Chen

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Jul 2026

LFM: Leveraging Foundation Models for Source-Free Universal Domain Adaptation

This paper uses a vision-language model (VLM) to compute similarities between target samples and text labels, including those for unknown classes generated by prompting a large language model, and proposes a framework that leverages foundation models (LFM) for SF-UniDA.

Jing Li, Pan Liu, Meng Zhao et al. · 0 citations

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