"computation efficiency" Papers

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Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification

Wenxuan Huang, Zijie Zhai, Yunhang Shen et al.

ICLR 2025arXiv:2412.00876
42
citations

What Kind of Visual Tokens Do We Need? Training-Free Visual Token Pruning for Multi-Modal Large Language Models from the Perspective of Graph

Yutao Jiang, Qiong Wu, Wenhao Lin et al.

AAAI 2025paperarXiv:2501.02268
20
citations