Cross-Modal Knowledge Distillation without Paired Data: Theoretical Foundation and Algorithm

In three linesNew cross-modal knowledge distillation method without paired data. Framework establishes distributional relationship between teacher and student models, identifying two key quantities: feature alignment and label alignment. Significant improvements on multimodal benchmarks.

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