Enhancing Multimodal Expression Recognition Performance Using Privileged Knowledge Distillation with Optimal Transport

The proposed Privileged Knowledge Distillation with Optimal Transport (PKDOT) method effectively captures the structural information in the multimodal teacher representation and distills it to the student model, enhancing the performance of the student model that only has access to the prevalent modality.