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CNRS, Univ. Rennes, IGDR (Institut de Génétique et Développement de Rennes), UMR6290, 35000 Rennes, France, TIAD Laboratory, Sciences and Technology Faculty, Sultan Moulay Slimane Univ., Morocco, TIAD - Traitement de l'Information et Aide à la Décision (Morocco)
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A noise-adaptive attention mechanism lets a lightweight U-Net segment microtubules in noisy microscopy images better than heavier models, even generalizing to blood vessels and nerves.
