Regularizing modality contribution drift in multimodal continual learning

Zhen Zhang, Jielei Chu, Bin Liu +1

Multimodal continual learning (MMCL) aims to learn emerging knowledge from multimodal data while preserving knowledge. To mitigate forgetting, current MMCL methods usually focus on…