Mitigating Intra- and Inter-modal Forgetting in Continual Learning of Unified Multimodal Models

Xiwen Wei, Mustafa Munir, Radu Marculescu

Unified Multimodal Generative Models (UMGMs) unify visual understanding and image generation within a single autoregressive framework. However, their ability to continually learn n…