Abstract: Recent Multi-modal Large Language Models (MLLMs) have been challenged by the computational overhead resulting from massive video frames, often alleviated through compression strategies.

Abstract: Traditional hybrid video coding framework using block based predictive coding and transform coding, such as the High Efficiency Video Coding (HEVC), cannot further dig out the redundancy ...