"token compression" Papers

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Skip-Vision: Efficient and Scalable Acceleration of Vision-Language Models via Adaptive Token Skipping

Weili Zeng, Ziyuan Huang, Kaixiang Ji et al.

ICCV 2025arXiv:2503.21817

Towards Interpretable and Efficient Attention: Compressing All by Contracting a Few

Qishuai Wen, Zhiyuan Huang, Chun-Guang Li

NEURIPS 2025spotlightarXiv:2509.16875

VCM: Vision Concept Modeling with Adaptive Vision Token Compression via Instruction Fine-Tuning

Run Luo, Renke Shan, Longze Chen et al.

Vision-centric Token Compression in Large Language Model

Ling Xing, Alex Jinpeng Wang, Rui Yan et al.

NEURIPS 2025spotlightarXiv:2502.00791

ViSpec: Accelerating Vision-Language Models with Vision-Aware Speculative Decoding

Jialiang Kang, Han Shu, Wenshuo Li et al.

NEURIPS 2025arXiv:2509.15235

LookupViT: Compressing visual information to a limited number of tokens

Rajat Koner, Gagan Jain, Sujoy Paul et al.

ECCV 2024arXiv:2407.12753

Make Your ViT-based Multi-view 3D Detectors Faster via Token Compression

Dingyuan Zhang, Dingkang Liang, Zichang Tan et al.

ECCV 2024arXiv:2409.00633