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Enhancing generalization with multi-modal relations
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AI
DOI：10.1016/j.inffus.2025.103585.png)
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Abstract
En 中文
• Unified representation omits the specific modality information. • Various modalities data share certain level similarity. • Modal relations re-weight multimodal specific predictive heads can facilitate generalization. • Detailed theoretical analysis and rigorous proof can support our method.
Keywords:
Unified representation
Multimodal data
Modal relations
Predictive heads
Generalization
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