Pruning-aware Sparse Regularization for Network Pruning

Pruning-aware Sparse Regularization for Network Pruning

18 January 2022

Ming Tang

Papers citing "Pruning-aware Sparse Regularization for Network Pruning"

6 / 6 papers shown

Title
MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric Haokun Lin Haoli Bai Zhili Liu Lu Hou Muyi Sun Linqi Song Ying Wei Zhenan Sun CLIP VLM 52 14 0 12 Mar 2024
LayerCollapse: Adaptive compression of neural networks Soheil Zibakhsh Shabgahi Mohammad Soheil Shariff F. Koushanfar AI4CE 16 1 0 29 Nov 2023
Filter Pruning for Efficient CNNs via Knowledge-driven Differential Filter Sampler Shaohui Lin Wenxuan Huang Jiao Xie Baochang Zhang Yunhang Shen Zhou Yu Jungong Han David Doermann 20 2 0 01 Jul 2023
EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction Yang Zhang Zhewei Wei Yefei Yuan Zhaohan Ding Wenbing Huang 27 16 0 23 Feb 2023
SCOP: Scientific Control for Reliable Neural Network Pruning Yehui Tang Yunhe Wang Yixing Xu Dacheng Tao Chunjing Xu Chao Xu Chang Xu AAML 41 166 0 21 Oct 2020
Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression Yawei Li Shuhang Gu Christoph Mayer Luc Van Gool Radu Timofte 123 189 0 19 Mar 2020