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News/Do More Modalities Always Help? A Geometric Perspective on Missing-Modality Robustness
arxiv
PublishedNovember 14, 2026 at 5:00 AM

Do More Modalities Always Help? A Geometric Perspective on Missing-Modality Robustness

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arXiv:2610.04792v3 Announce Type: replace Abstract: Missing modality remains a longstanding challenge in multimodal learning. Existing methods typically address this issue through modality recovery or adaptive strategies. However, they overlook models' internal cross-modal dependencies formed during

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