2 papers
cs.CV2025
MIAdapt: Source-free Few-shot Domain Adaptive Object Detection for Microscopic Images
Nimra Dilawar, Sara Nadeem, Javed Iqbal +2
Existing generic unsupervised domain adaptation approaches require access to both a large labeled source dataset and a sufficient unlabeled target dataset during adaptation. Howeve…
eess.IV2024
Few-Shot Domain Adaptive Object Detection for Microscopic Images
Sumayya Inayat, Nimra Dilawar, Waqas Sultani +1
In recent years, numerous domain adaptive strategies have been proposed to help deep learning models overcome the challenges posed by domain shift. However, even unsupervised domai…