Synthetic class descriptions and images, combined with text embeddings by a test-set-tuned weight, give small zero-shot accuracy gains but do not demonstrate reduced demographic bias.
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Multimodal Approaches to Fair Image Classification: An Ethical Perspective
Synthetic class descriptions and images, combined with text embeddings by a test-set-tuned weight, give small zero-shot accuracy gains but do not demonstrate reduced demographic bias.