Debiasing Computer Vision Models using Data Augmentation based Adversarial Techniques

Teerath Kumar, Abhishek Mandal, Susan Leavy, Suzanne Little, Alessandra Mileo, Malika Bendechache. Debiasing Computer Vision Models using Data Augmentation based Adversarial Techniques. In Greta Coraglia, Fabio Aurelio D'Asaro, Abeer Dyoub, Francesca Alessandra Lisi, Giuseppe Primiero, editors, Proceedings of the 3rd Workshop on Bias, Ethical AI, Explainability and the role of Logic and Logic Programming co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), Bolzano, Italy, November 26, 2024. Volume 3881 of CEUR Workshop Proceedings, pages 59-70, CEUR-WS.org, 2024. [doi]

Abstract

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