"efficient inference" Papers

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

Yoojin Jung, Byung Cheol Song

CVPR 2025posterarXiv:2504.04747
1
citations

ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference

Ziqian Zeng, Yihuai Hong, Hongliang Dai et al.

AAAI 2024paperarXiv:2312.11882

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

Junyuan Hong, Jinhao Duan, Chenhui Zhang et al.

ICML 2024poster

Deep Feature Surgery: Towards Accurate and Efficient Multi-Exit Networks

Cheng Gong, Yao Chen, Qiuyang Luo et al.

ECCV 2024posterarXiv:2407.13986
3
citations

FrameQuant: Flexible Low-Bit Quantization for Transformers

Harshavardhan Adepu, Zhanpeng Zeng, Li Zhang et al.

ICML 2024poster

MobileDiffusion: Instant Text-to-Image Generation on Mobile Devices

Yang Zhao, Zhisheng Xiao, Yanwu Xu et al.

ECCV 2024posterarXiv:2311.16567
35
citations

Switchable Decision: Dynamic Neural Generation Networks

Shujian Zhang, Korawat Tanwisuth, Chengyue Gong et al.

ICML 2024poster