Pruning Randomly Initialized Neural Networks with Iterative Randomization

被引：0
|
作者：
Chijiwa, Daiki [1 ]
Yamaguchi, Shinya [1 ]
Ida, Yasutoshi [1 ]
Umakoshi, Kenji [2 ]
Inoue, Tomohiro [2 ]
机构：
[1] NTT Computer and Data Science Laboratories, NTT Corporation, Japan
[2] NTT Social Informatics Laboratories, NTT Corporation, Japan
来源：
arXiv | 2021年
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Iterative methods
引用
收藏
相关论文
共 50 条
  • [31] Automatic Pruning Rate Derivation for Structured Pruning of Deep Neural Networks
    Sakai, Yasufumi
    Iwakawa, Akinori
    Tabaru, Tsuguchika
    Inoue, Atsuki
    Kawaguchi, Hiroshi
    2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2022, : 2561 - 2567
  • [32] An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle imagery
    Ben Atitallah, Safa
    Driss, Maha
    Boulila, Wadii
    Koubaa, Anis
    Atitallah, Nesrine
    Ben Ghezala, Henda
    KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS (KSE 2021), 2021, 192 : 573 - 581
  • [33] Partition Pruning: Parallelization-Aware Pruning for Dense Neural Networks
    Shahhosseini, Sina
    Albaqsami, Ahmad
    Jasemi, Masoomeh
    Bagherzadeh, Nader
    2020 28TH EUROMICRO INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED AND NETWORK-BASED PROCESSING (PDP 2020), 2020, : 307 - 311
  • [34] Network-Initialized Monte Carlo Based on Generative Neural Networks
    卢虹宇
    李楚豪
    陈斌斌
    李伟
    戚扬
    孟子杨
    Chinese Physics Letters, 2022, 39 (05) : 42 - 50
  • [35] Network-Initialized Monte Carlo Based on Generative Neural Networks
    Lu, Hongyu
    Li, Chuhao
    Chen, Bin-Bin
    Li, Wei
    Qi, Yang
    Meng, Zi Yang
    CHINESE PHYSICS LETTERS, 2022, 39 (05)
  • [36] Towards Full Forward On-Tiny-Device Learning: A Guided Search for a Randomly Initialized Neural Network
    Pau, Danilo
    Pisani, Andrea
    Candelieri, Antonio
    ALGORITHMS, 2024, 17 (01)
  • [37] Learning Functions Generated by Randomly Initialized MLPs and SRNs
    Cleaver, Ryan
    Venayagamoorthy, Ganesh Kumar
    CICA: 2009 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN CONTROL AND AUTOMATION, 2009, : 62 - 69
  • [38] Next Item Prediction Using Neural Networks with Embedding Initialized Weights
    Yildiz, Cagri Emre
    Aker, Mustafa
    Yaslan, Yusuf
    IEEE EUROCON 2021 - 19TH INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES, 2021, : 338 - 342
  • [39] Leveraging Structured Pruning of Convolutional Neural Networks
    Tessier, Hugo
    Gripon, Vincent
    Leonardon, Mathieu
    Arzel, Matthieu
    Bertrand, David
    Hannagan, Thomas
    2022 IEEE WORKSHOP ON SIGNAL PROCESSING SYSTEMS (SIPS), 2022, : 174 - 179
  • [40] On rule pruning using fuzzy neural networks
    Department of Computer Science, Regional Engineering College, Durgapur, W.B., India
    Fuzzy Sets Syst, 3 (335-347):
12345