"visual token compression" Papers

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ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation

Zongyi Li, Shujie HU, Shujie LIU et al.

ICLR 2025oralarXiv:2410.20502

Dynamic-VLM: Simple Dynamic Visual Token Compression for VideoLLM

Han Wang, Yuxiang Nie, Yongjie Ye et al.

ICCV 2025arXiv:2412.09530

Efficient Multi-modal Large Language Models via Progressive Consistency Distillation

Zichen Wen, Shaobo Wang, Yufa Zhou et al.

NEURIPS 2025arXiv:2510.00515

FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression

Bo Tong, Bokai Lai, Yiyi Zhou et al.

CVPR 2025arXiv:2412.04317

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

OpenMMEgo: Enhancing Egocentric Understanding for LMMs with Open Weights and Data

Hao Luo, Zihao Yue, Wanpeng Zhang et al.

NEURIPS 2025oral

Recoverable Compression: A Multimodal Vision Token Recovery Mechanism Guided by Text Information

Yi Chen, Jian Xu, Xu-Yao Zhang et al.

AAAI 2025paperarXiv:2409.01179

StreamForest: Efficient Online Video Understanding with Persistent Event Memory

Xiangyu Zeng, Kefan Qiu, Qingyu Zhang et al.

NEURIPS 2025oralarXiv:2509.24871

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

Yan Shu, Zheng Liu, Peitian Zhang et al.

CVPR 2025arXiv:2409.14485