Continual Adaptation Across Modalities: Learning and Forgetting in Unified Multimodal Models

Xinrui Wang, Zhihao Chen, Jia Tang +4

Unified multimodal models (UMMs), which can process and generate diverse modalities within a single framework, have recently emerged as a powerful paradigm. However, when these mod…