115 citations · 369 across the 19 of their papers we have counts for
4 papers · 1 filter
Score Normalization for Demographic Fairness in Face Recognition
Yu Linghu, Tiago de Freitas Pereira, Christophe Ecabert +2
Fair biometric algorithms have similar verification performance across different demographic groups given a single decision threshold. Unfortunately, for state-of-the-art face reco…
Refining Tuberculosis Detection in CXR Imaging: Addressing Bias in Deep Neural Networks via Interpretability
Özgür Acar Güler, Manuel Günther, André Anjos
Automatic classification of active tuberculosis from chest X-ray images has the potential to save lives, especially in low- and mid-income countries where skilled human experts can…
Large-Scale Evaluation of Open-Set Image Classification Techniques
Halil Bisgin, Andres Palechor, Mike Suter +1
The goal for classification is to correctly assign labels to unseen samples. However, most methods misclassify samples with unseen labels and assign them to one of the known classe…
Biased Binary Attribute Classifiers Ignore the Majority Classes
Xinyi Zhang, Johanna Sophie Bieri, Manuel Günther
To visualize the regions of interest that classifiers base their decisions on, different Class Activation Mapping (CAM) methods have been developed. However, all of these technique…