AsymVLM: Asymmetric Token Pruning for Efficient Vision-Language Model Inference

Yilin Feng, Ahmed Burak Gulhan, Mahmut Taylan Kandemir

Vision-Language Models (VLMs) process thousands of visual tokens per image alongside comparatively few text tokens, yet existing compression methods treat both modalities uniformly…