2025 Poster "efficient inference" 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 2025posterarXiv:2412.00876
38
citations

Plug-and-Play Context Feature Reuse for Efficient Masked Generation

Xuejie Liu, Anji Liu, Guy Van den Broeck et al.

NeurIPS 2025posterarXiv:2505.19089
3
citations

PrefixKV: Adaptive Prefix KV Cache is What Vision Instruction-Following Models Need for Efficient Generation

Ao Wang, Hui Chen, Jianchao Tan et al.

NeurIPS 2025posterarXiv:2412.03409
5
citations

R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing

Tianyu Fu, Yi Ge, Yichen You et al.

NeurIPS 2025posterarXiv:2505.21600
11
citations

Two is Better than One: Efficient Ensemble Defense for Robust and Compact Models

Yoojin Jung, Byung Cheol Song

CVPR 2025posterarXiv:2504.04747
1
citations