Early Exit and Multi Stage Knowledge Distillation in VLMs for Video Summarization

Anas Anwarul Haq Khan, Utkarsh Verma, Ganesh Ramakrishnan

We introduce DEEVISum (Distilled Early Exit Vision language model for Summarization), a lightweight, efficient, and scalable vision language model designed for segment wise video s…