Hybrid Uncertainty Metrics-Based Privacy-Preserving Alternating Multimodal Representation Learning
Multimodal learning enhances model performance by integrating heterogeneous data but is hindered by modality laziness and privacy vulnerabilities. Modality laziness occurs when the model overly relies on a single modality for predictions, underutilizing other modalities and leading to suboptimal per...
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| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-05-01
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| Series: | Applied Sciences |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2076-3417/15/10/5229 |
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