Describe the challenges of cross-modal data mapping in multimodal AI.
Instruction: Explain the process and challenges of associating information across different modalities in a unified representation.
Context: Candidates must discuss their understanding of and solutions for the complex task of linking and correlating data across modalities, a fundamental aspect of effective multimodal AI.
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Cross-modal mapping is difficult because different modalities do not share a natural coordinate system...