Debiasing Methods for Fairer Neural Models in Vision and Language Research: A Survey

no code implementations • 10 Nov 2022 • Otávio Parraga, Martin D. More, Christian M. Oliveira, Nathan S. Gavenski, Lucas S. Kupssinskü, Adilson Medronha, Luis V. Moura, Gabriel S. Simões, Rodrigo C. Barros

In this survey paper, we provide an in-depth overview of the main debiasing methods for fairness-aware neural networks in the context of vision and language research.

Decision Making Fairness