Imad Eddine Marouf

Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering

Continual Learning in Visual Question Answering (VQACL) requires models to acquire new visual-linguistic skills (plasticity) while preserving previously learned knowledge (stability). The inherent multimodality of VQACL exacerbates this challenge, as models must balance stability across visual and t…