FOCUS: Closed-Loop Attention Feedback for Efficient Vision-Language Understanding

Akul Santhosh, Aastha Jhunjhunwala

Processing every video frame through Vision-Language Models (VLMs) adds significant inference cost and limits their ability to comprehend real-time video. Existing approaches eithe…