Token Reduction via Local and Global Contexts Optimization for Efficient Video Large Language Models

Jinlong Li, Liyuan Jiang, Haonan Zhang +1

Video Large Language Models (VLLMs) demonstrate strong video understanding but suffer from inefficiency due to redundant visual tokens. Existing pruning primary targets intra-frame…