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Showing 2022 · cs.CVShow all
2 papers · 2 filters
cs.CV2022★ 1 cited
Framework-agnostic Semantically-aware Global Reasoning for Segmentation
Mir Rayat Imtiaz Hossain, Leonid Sigal, James J. Little
Recent advances in pixel-level tasks (e.g. segmentation) illustrate the benefit of of long-range interactions between aggregated region-based representations that can enhance local…
cs.CV2022★ 469 cited
Metrics reloaded: Recommendations for image analysis validation
Lena Maier-Hein, Annika Reinke, Patrick Godau +71
Increasing evidence shows that flaws in machine learning (ML) algorithm validation are an underestimated global problem. Particularly in automatic biomedical image analysis, chosen…