"adaptive inference" Papers

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AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning

Yiwu Zhong, Zhuoming Liu, Yin Li et al.

ICCV 2025arXiv:2412.03248
24
citations

Beyond Greedy Exits: Improved Early Exit Decisions for Risk Control and Reliability

Divya Jyoti Bajpai, Manjesh Kumar Hanawal

NEURIPS 2025arXiv:2509.23666
1
citations

Dynamic Diffusion Transformer

Wangbo Zhao, Yizeng Han, Jiasheng Tang et al.

ICLR 2025arXiv:2410.03456
38
citations

Win Fast or Lose Slow: Balancing Speed and Accuracy in Latency-Sensitive Decisions of LLMs

Hao Kang, Qingru Zhang, Han Cai et al.

NEURIPS 2025spotlightarXiv:2505.19481
6
citations

Flextron: Many-in-One Flexible Large Language Model

Ruisi Cai, Saurav Muralidharan, Greg Heinrich et al.

ICML 2024arXiv:2406.10260
34
citations