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Zexi Li

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Preprint Aug 2026

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion

AdaFusion is presented, a lightweight adaptive fusion framework that integrates complementary signals from multiple frozen PFMs through low-dimensional feature compression and a sample-conditioned gating module that reweights model-wise (and optionally channel-wise) contributions.

Yu Xiao, Yang Hu, Bin Li et al. · 0 citations