A study on the distribution of social biases in self-supervised learning visual models

Kirill Sirotkin, Pablo Carballeira, Marcos Escudero-Viñolo

Deep neural networks are efficient at learning the data distribution if it is sufficiently sampled. However, they can be strongly biased by non-relevant factors implicitly incorpor…