Affordance-First Decomposition for Continual Learning in Video-Language Understanding

Mengzhu Xu, Hanzhi Liu, Ningkang Peng +2

Continual learning for video--language understanding is increasingly important as models face non-stationary data, domains, and query styles, yet prevailing solutions blur what sho…