UniMod improves multi-modal medical diagnosis by adding independent image-only and text-only classification losses, plus cross- and within-modality alignment, reducing over-reliance on text.
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UniMod: Enhancing Multi-Modal Medical Diagnosis through Cross-Modality and Within-Modality Alignment
UniMod improves multi-modal medical diagnosis by adding independent image-only and text-only classification losses, plus cross- and within-modality alignment, reducing over-reliance on text.