TRIO: Token Reduction via Inference-Objective Guidance for Efficient Vision-Language Models

Haokui Zhang, Congyang Ou, Dawei Yan +5

Recently, reducing redundant visual tokens in vision-language models (VLMs) to accelerate VLM inference has emerged as a hot topic. However, most existing methods rely on heuristic…