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ELRT: Efficient Low-Rank Training for Compact Convolutional Neural
  Networks

ELRT: Efficient Low-Rank Training for Compact Convolutional Neural Networks

18 January 2024
Yang Sui
Miao Yin
Yu Gong
Jinqi Xiao
Huy Phan
Bo Yuan
ArXivPDFHTML

Papers citing "ELRT: Efficient Low-Rank Training for Compact Convolutional Neural Networks"

6 / 6 papers shown
Title
LoRTA: Low Rank Tensor Adaptation of Large Language Models
LoRTA: Low Rank Tensor Adaptation of Large Language Models
Ignacio Hounie
Charilaos I. Kanatsoulis
Arnuv Tandon
Alejandro Ribeiro
36
0
0
05 Oct 2024
SLTrain: a sparse plus low-rank approach for parameter and memory
  efficient pretraining
SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining
Andi Han
Jiaxiang Li
Wei Huang
Mingyi Hong
Akiko Takeda
Pratik Jawanpuria
Bamdev Mishra
41
10
0
04 Jun 2024
Structure-Preserving Network Compression Via Low-Rank Induced Training
  Through Linear Layers Composition
Structure-Preserving Network Compression Via Low-Rank Induced Training Through Linear Layers Composition
Xitong Zhang
Ismail R. Alkhouri
Rongrong Wang
41
0
0
06 May 2024
Initialization and Regularization of Factorized Neural Layers
Initialization and Regularization of Factorized Neural Layers
M. Khodak
Neil A. Tenenholtz
Lester W. Mackey
Nicolò Fusi
65
56
0
03 May 2021
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
50
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
137
189
0
19 Mar 2020
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