Understanding Cross-Modal Contributions in Continual Vision-Language Models: A Theoretical Perspective

Salimeh Sekeh, Mary Wisell

Continual vision-language models are commonly addressed through sequential fine-tuning; however, although this paradigm enables adaptation to new environments (tasks), it inherentl…