Poster "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
6
citations

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

Run Luo, Renke Shan, Longze Chen et al.

NEURIPS 2025

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

Jialiang Kang, Han Shu, Wenshuo Li et al.

NEURIPS 2025arXiv:2509.15235
2
citations

LookupViT: Compressing visual information to a limited number of tokens

Rajat Koner, Gagan Jain, Sujoy Paul et al.

ECCV 2024arXiv:2407.12753
16
citations

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

Dingyuan Zhang, Dingkang Liang, Zichang Tan et al.

ECCV 2024arXiv:2409.00633
4
citations