Elastic Representation regularizes the last-layer representation with nuclear and Frobenius norms, improving worst-group accuracy on CelebA, Waterbirds, and CivilComments without needing group labels.
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Elastic Representation: Mitigating Spurious Correlations for Group Robustness
Elastic Representation regularizes the last-layer representation with nuclear and Frobenius norms, improving worst-group accuracy on CelebA, Waterbirds, and CivilComments without needing group labels.