The Model Knows Which Tokens Matter: Automatic Token Selection via Noise Gating

Landi He, Xiaoyu Yang, Lijian Xu

Visual tokens dominate inference cost in vision-language models (VLMs), yet many carry redundant information. Existing pruning methods alleviate this but typically rely on attentio…