Before revision:  We explore why this works qualitatively with hard samples. We also show quantitatively that subgroup classifiers can no longer learn from the encodings mapped by the proposed.
After revision:  We explore why this works qualitatively ; we also show quantitatively that subgroup classifiers can no longer learn from the encodings mapped by the proposed.