Rafiya Javed

WRING Out The Bias: A Rotation-Based Alternative To Projection Debiasing

Vision-Language models (VLMs), including CLIP, are known to encode biases such as learning spurious correlations that falsely associate background attributes with particular labels. Debiasing approaches typically aim to isolate and remove subspaces corresponding to a target concept via projecting it…