A Multidimensional Analysis of Social Biases in Vision Transformers

Jannik Brinkmann, Paul Swoboda, Christian Bartelt

The embedding spaces of image models have been shown to encode a range of social biases such as racism and sexism. Here, we investigate specific factors that contribute to the emer…