"inference optimization" Papers

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Golden Cudgel Network for Real-Time Semantic Segmentation

Guoyu Yang, Yuan Wang, Daming Shi et al.

CVPR 2025arXiv:2503.03325

The Journey Matters: Average Parameter Count over Pre-training Unifies Sparse and Dense Scaling Laws

Tian Jin, Ahmed Imtiaz Humayun, Utku Evci et al.

ICLR 2025arXiv:2501.12486

BiE: Bi-Exponent Block Floating-Point for Large Language Models Quantization

Lancheng Zou, Wenqian Zhao, Shuo Yin et al.

Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration

Zhongzhi Yu, Zheng Wang, Yonggan Fu et al.

ICML 2024arXiv:2406.15765