Continual Learning in Vision-Language Models via Aligned Model Merging

Ghada Sokar, Gintare Karolina Dziugaite, Anurag Arnab +3

Continual learning is conventionally tackled through sequential fine-tuning, a process that, while enabling adaptation, inherently favors plasticity over the stability needed to re…