"structured pruning" Papers
6 篇论文
LLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing
Ruisi Cai, Saurav Muralidharan, Hongxu Yin et al.
ICLR 2025poster
4
citations
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