Duc Chu Anh

Cross-Modal Knowledge Distillation without Paired Data: Theoretical Foundations and Algorithms

Cross-modal knowledge distillation (CMKD) aims to transfer knowledge from a teacher model in one modality to a student model in another modality. Existing CMKD methods have demonstrated strong empirical performance when paired multimodal data with aligned semantics are available, but such paired dat…