Search Results for author: Attila Szabo

Found 3 papers, 0 papers with code

Tilted Cross Entropy (TCE): Promoting Fairness in Semantic Segmentation

no code implementations25 Mar 2021 Attila Szabo, Hadi Jamali-Rad, Siva-Datta Mannava

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.

Fairness Segmentation +1

Lookahead Adversarial Learning for Near Real-Time Semantic Segmentation

no code implementations19 Jun 2020 Hadi Jamali-Rad, Attila Szabo

Semantic segmentation is one of the most fundamental problems in computer vision with significant impact on a wide variety of applications.

Real-Time Semantic Segmentation Segmentation

Understanding Degeneracies and Ambiguities in Attribute Transfer

no code implementations ECCV 2018 Attila Szabo, Qiyang Hu, Tiziano Portenier, Matthias Zwicker, Paolo Favaro

We study the problem of building models that can transfer selected attributes from one image to another without affecting the other attributes.

Attribute

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