ProtoFair: Fair Self-Supervised Contrastive Learning via Pseudo-Counterfactual Pairs
arXiv:2605.01971v1 Announce Type: new
Abstract: Self-supervised learning methods learn high-quality visual representations, yet recent studies show that these representations often capture demographic biases present in the training data. Existing fair…