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.
· IEEE transactions on multime... · 0 citations