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Concurrent Training and Layer Pruning of Deep Neural Networks

Concurrent Training and Layer Pruning of Deep Neural Networks

6 June 2024
Valentin Frank Ingmar Guenter
Athanasios Sideris
    3DPC
ArXiv (abs)PDFHTMLGithub

Papers citing "Concurrent Training and Layer Pruning of Deep Neural Networks"

4 / 4 papers shown
Integrating Pruning with Quantization for Efficient Deep Neural Networks Compression
Integrating Pruning with Quantization for Efficient Deep Neural Networks Compression
Sara Makenali
Babak Rokh
A. Azarpeyvand
MQ
176
1
0
04 Sep 2025
Neuroplasticity in Artificial Intelligence -- An Overview and Inspirations on Drop In & Out Learning
Neuroplasticity in Artificial Intelligence -- An Overview and Inspirations on Drop In & Out Learning
Yupei Li
M. Milling
Björn Schuller
AI4CE
698
5
0
27 Mar 2025
Reassessing Layer Pruning in LLMs: New Insights and Methods
Reassessing Layer Pruning in LLMs: New Insights and Methods
Yao Lu
Hao Cheng
Yujie Fang
Zeyu Wang
Jiaheng Wei
Dongwei Xu
Qi Xuan
Xiaoniu Yang
Zhaowei Zhu
389
21
0
23 Nov 2024
Complexity-Aware Training of Deep Neural Networks for Optimal Structure Discovery
Complexity-Aware Training of Deep Neural Networks for Optimal Structure Discovery
Valentin Frank Ingmar Guenter
Athanasios Sideris
CVBM
338
1
0
14 Nov 2024
1
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