Locating Demographic Bias at the Attention-Head Level in CLIP's Vision Encoder

Locating Demographic Bias at the Attention-Head Level in CLIP's Vision Encoder explores A mechanistic fairness audit tool that identifies demographic bias at the attention-head level in vision transformers.. Commercial viability score: 4/10 in Fairness in AI.