AI RESEARCH
Plug-and-Play Logit Fusion for Heterogeneous Pathology Foundation Models
arXiv CS.CV
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ArXi:2604.07779v1 Announce Type: new Pathology foundation models (FMs) have become central to computational histopathology, offering strong transfer performance across a wide range of diagnostic and prognostic tasks. The rapid proliferation of pathology foundation models creates a model-selection bottleneck: no single model is uniformly best, yet exhaustively adapting and validating many candidates for each downstream endpoint is prohibitively expensive.