2025
CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models
EMNLP 2025
Large Vision-Language Models (LVLMs) process multimodal inputs consisting of text tokens and vision tokens extracted from images or videos. Due to the rich visual information, a single image can generate thousands of vision tokens, leading to high computational costs during the prefilling stage and