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Layer-Wise Data-Free CNN Compression

Layer-Wise Data-Free CNN Compression

Maxwell Horton
Yanzi Jin
Ali Farhadi
Mohammad Rastegari
    MQ
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Papers citing "Layer-Wise Data-Free CNN Compression"

7 / 7 papers shown
Title
IntraQ: Learning Synthetic Images with Intra-Class Heterogeneity for Zero-Shot Network Quantization
IntraQ: Learning Synthetic Images with Intra-Class Heterogeneity for Zero-Shot Network Quantization
Yunshan Zhong
Mingbao Lin
Gongrui Nan
Jianzhuang Liu
Baochang Zhang
Yonghong Tian
Rongrong Ji
MQ
46
71
0
17 Nov 2021
LCS: Learning Compressible Subspaces for Adaptive Network Compression at Inference Time
LCS: Learning Compressible Subspaces for Adaptive Network Compression at Inference Time
Elvis Nunez
Maxwell Horton
Anish K. Prabhu
Anurag Ranjan
Ali Farhadi
Mohammad Rastegari
24
4
0
08 Oct 2021
RED++ : Data-Free Pruning of Deep Neural Networks via Input Splitting and Output Merging
RED++ : Data-Free Pruning of Deep Neural Networks via Input Splitting and Output Merging
Edouard Yvinec
Arnaud Dapogny
Matthieu Cord
Kévin Bailly
28
15
0
30 Sep 2021
Post-training deep neural network pruning via layer-wise calibration
Post-training deep neural network pruning via layer-wise calibration
Ivan Lazarevich
Alexander Kozlov
Nikita Malinin
3DPC
18
25
0
30 Apr 2021
Diversifying Sample Generation for Accurate Data-Free Quantization
Diversifying Sample Generation for Accurate Data-Free Quantization
Xiangguo Zhang
Haotong Qin
Yifu Ding
Ruihao Gong
Qing Yan
Renshuai Tao
Yuhang Li
F. Yu
Xianglong Liu
MQ
56
94
0
01 Mar 2021
What is the State of Neural Network Pruning?
What is the State of Neural Network Pruning?
Davis W. Blalock
Jose Javier Gonzalez Ortiz
Jonathan Frankle
John Guttag
191
1,027
0
06 Mar 2020
Training High-Performance and Large-Scale Deep Neural Networks with Full 8-bit Integers
Training High-Performance and Large-Scale Deep Neural Networks with Full 8-bit Integers
Yukuan Yang
Shuang Wu
Lei Deng
Tianyi Yan
Yuan Xie
Guoqi Li
MQ
99
110
0
05 Sep 2019