Chunbo Luo*

Robust Multimodal Learning via Representation Decoupling

"Multimodal learning robust to missing modality has attracted increasing attention due to its practicality. Existing methods tend to address it by learning a common subspace representation for different modality combinations. However, we reveal that they are sub-optimal due to their implicit constra…