Colored MNIST

New Method Identifies and Mitigates Bias in Vision Models Without Retraining

Researchers have developed a novel post-hoc method to identify and mitigate bias in frozen vision models without requiring additional labels or retraining. The technique uses gradient probes on concept decompositions to…