V-CAST: Video Curvature-Aware Spatio-Temporal Pruning for Efficient Video Large Language Models

Xinying Lin, Xuyang Liu, Yiyu Wang +2

Video large language models (VideoLLMs) show strong capability in video understanding, yet long-context inference is still dominated by massive redundant visual tokens in the prefi…