"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

CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers

Dachuan Shi, Chaofan Tao, Anyi Rao et al.

ICML 2024poster

Turbo: Informativity-Driven Acceleration Plug-In for Vision-Language Large Models

Chen Ju, Haicheng Wang, Haozhe Cheng et al.

ECCV 2024posterarXiv:2407.11717
12
citations