SM

Siva Datta Mannava

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Tilted cross-entropy (TCE)

Promoting fairness in semantic segmentation

Traditional empirical risk minimization (ERM) for semantic segmentation can disproportionately advantage or disadvantage certain target classes in favor of an (unfair but) improved overall performance. Inspired by the recently introduced tilted ERM (TERM), we propose tilted cross ...