2024 "structured pruning" Papers

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Conference

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APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference

Bowen Zhao, Hannaneh Hajishirzi, Qingqing Cao

ICML 2024poster

Entropy Induced Pruning Framework for Convolutional Neural Networks

Yiheng Lu, Ziyu Guan, Yaming Yang et al.

AAAI 2024paperarXiv:2208.06660
6
citations

Fluctuation-Based Adaptive Structured Pruning for Large Language Models

Yongqi An, Xu Zhao, Tao Yu et al.

AAAI 2024paperarXiv:2312.11983
96
citations

OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization

Xiang Meng, Shibal Ibrahim, Kayhan Behdin et al.

ICML 2024poster

Towards efficient deep spiking neural networks construction with spiking activity based pruning

Yaxin Li, Qi Xu, Jiangrong Shen et al.

ICML 2024poster