Subgroup Invariant Perturbation for Unbiased Pre-Trained Model Prediction
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Modern deep learning systems have achieved unparalleled success and several applications have significantly benefited due to these technological advancements. However, these systems have also shown vulnerabilities with strong implications on the fairness and t... ...