ICML 2024 "structured pruning" Papers

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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

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