Author

L. Gallée

2 papers indexed here

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Jul 2026

Towards Practical Algorithm Selection for Unsupervised Domain Adaptation in Medical Imaging

This work proposes a label-free criterion that jointly selects the algorithm and hyperparameters for UDA, and achieves better selection performance than other methods and remains effective across different algorithm pools.

Yi Xiong, L. Gallée, D. Wolf et al. · arXiv.org · 0 citations

Preprint Aug 2026

How Far from Clinical Deployment? Evaluating the Complete Unsupervised Domain Adaptation Pipeline in Medical Imaging

This study finds that a capable adapted model usually exists, but identifying it without target labels is difficult: the validator-selected models leave a large and structural target performance gap to the best available one, with no evaluated validator consistently reliable.

Yi Xiong, L. Gallée, D. Wolf et al. · 1 citation