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Gangsu Kim

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Jul 2026

LaGuadia: Language-Guided Adaptive Distillation from Pathology Foundation Models

Experiments on WSI captioning, visual question answering, and slide-level classification tasks demonstrate that an 87M parameter LaGuadia student model matches or exceeds foundation-scale models such as GigaPath and UNI, achieving strong factual consistency and robust generalization.

Gangsu Kim, Won-Ki Jeong · arXiv.org · 0 citations