Regularizing modality contribution drift in multimodal continual learning

Zhen Zhang, Jielei Chu, Bin Liu +5

Multimodal continual learning (MMCL) aims to acquire new knowledge from multimodal data while retaining previously learned knowledge. Existing MMCL methods primarily mitigate forge…