Poster "visual token compression" Papers

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Dynamic-VLM: Simple Dynamic Visual Token Compression for VideoLLM

Han Wang, Yuxiang Nie, Yongjie Ye et al.

ICCV 2025arXiv:2412.09530
15
citations

Efficient Multi-modal Large Language Models via Progressive Consistency Distillation

Zichen Wen, Shaobo Wang, Yufa Zhou et al.

NEURIPS 2025arXiv:2510.00515
9
citations

FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression

Bo Tong, Bokai Lai, Yiyi Zhou et al.

CVPR 2025arXiv:2412.04317
4
citations

Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid

Mingxin Huang, Yuliang Liu, Dingkang Liang et al.

ICLR 2025arXiv:2408.02034
22
citations

Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding

Yan Shu, Zheng Liu, Peitian Zhang et al.

CVPR 2025arXiv:2409.14485
155
citations