2025 "model acceleration" Papers

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Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction

Shiyu Zhao, Zhenting Wang, Felix Juefei-Xu et al.

CVPR 2025posterarXiv:2412.00556
16
citations

A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs

Wangbo Zhao, Yizeng Han, Jiasheng Tang et al.

CVPR 2025posterarXiv:2412.03324
23
citations

Why 1 + 1 < 1 in Visual Token Pruning: Beyond Naive Integration via Multi-Objective Balanced Covering

Yangfu Li, Hongjian Zhan, Tianyi Chen et al.

NEURIPS 2025posterarXiv:2505.10118
1
citations