Author

Eric Granger

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#machine learning Mar 2026

Longitudinal Risk Prediction in Mammography with Privileged History Distillation

SEM-HD consistently improves long-horizon AUC and pAUC over longitudinal models evaluated without history, particularly in the clinically relevant low false-positive-rate region and recovers much of the performance gap with respect to full-history inference across datasets and backbones.

Banafsheh Karimian, Alexis Guichemerre, Soufiane Belharbi et al. · arXiv.org · 0 citations

Preprint Aug 2026

Continuous Adversarial MeanFlow Transfer

This work proposes MeanFlow-Transfer, which maps heterogeneous source outputs into a shared velocity representation, uses it to initialize an MF generator from the source weights, and optimizes an MF objective on the target domain, and introduces Continuous Adversarial MeanFlow, a post-training stage that extends conti...

Yara Bahram, Zahra Dehghani, M. Desbos et al. · 0 citations