Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models

Zangwei Zheng, Mingyuan Ma, Kai Wang +3

Continual learning (CL) can help pre-trained vision-language models efficiently adapt to new or under-trained data distributions without re-training. Nevertheless, during the conti…