https://cognaptus.com/tags/label-noise/ Recent content in Label-Noise on Cognaptus Hugo -- 0.145.0 en-us Wed, 24 Jun 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-06-24-the-clean-label-fairy-is-not-coming/ Wed, 24 Jun 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-06-24-the-clean-label-fairy-is-not-coming/ A real-world benchmark shows why federated medical segmentation needs noise diagnosis before method selection.