Multi-teacher contrastive distillation (MuCoDi) compresses Virchow2/UNI2/H-Optimus-1 into edge encoders that reach 71.0% external AUROC (vs 71.8% best teacher) and up to 605× Raspberry Pi speedup.
In: Proceedings of the American Association for Cancer Researc h Annual Meeting 2026; Part 2 (Late-Breaking, Clinical Trial, and Invited Ab stracts)
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Multi-Teacher Contrastive Distillation for Edge-Efficient Pathology Foundation Models
Multi-teacher contrastive distillation (MuCoDi) compresses Virchow2/UNI2/H-Optimus-1 into edge encoders that reach 71.0% external AUROC (vs 71.8% best teacher) and up to 605× Raspberry Pi speedup.