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Related Questions
- How do you determine the optimal weightage of text and vision features in a multimodal fusion model?
- Can you explain the concept of feature selection in multimodal learning and its role in balancing modality contributions?
- What are some common techniques used to handle modality mismatch or imbalance in multimodal fusion?
- How do you handle conflicting information from different modalities, such as text and speech, in a multimodal learning framework?
- What are some strategies for adaptively adjusting the contribution of different modalities based on the task or application?
- Can you discuss the role of attention mechanisms in multimodal fusion and how they can help balance modality contributions?
- How do you evaluate the performance of a multimodal fusion model and identify areas where modality contributions need to be balanced?
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