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Pruning-aware Sparse Regularization for Network Pruning

Pruning-aware Sparse Regularization for Network Pruning

Nanfei Jiang
Xu Zhao
Chaoyang Zhao
Yongqi An
Ming Tang
Jinqiao Wang
    3DPC
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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
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
50
14
0
12 Mar 2024
LayerCollapse: Adaptive compression of neural networks
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
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
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
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
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