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1610.09639
Cited By
Compact Deep Convolutional Neural Networks With Coarse Pruning
30 October 2016
S. Anwar
Wonyong Sung
3DPC
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Papers citing
"Compact Deep Convolutional Neural Networks With Coarse Pruning"
24 / 24 papers shown
Pruning Very Deep Neural Network Channels for Efficient Inference
Yihui He
230
2
0
14 Nov 2022
Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report
Andrey D. Ignatov
Radu Timofte
Maurizio Denna
Abdelbadie Younes
Ganzorig Gankhuyag
...
Jing Liu
Garas Gendy
Nabil Sabor
J. Hou
Guanghui He
SupR
MQ
182
38
0
07 Nov 2022
A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022
Babak Rokh
A. Azarpeyvand
Alireza Khanteymoori
MQ
446
172
0
14 May 2022
Synthesis and Pruning as a Dynamic Compression Strategy for Efficient Deep Neural Networks
Alastair Finlinson
S. Moschoyiannis
109
2
0
23 Nov 2020
Rethinking Weight Decay For Efficient Neural Network Pruning
Journal of Imaging (JI), 2020
Hugo Tessier
Vincent Gripon
Mathieu Léonardon
M. Arzel
T. Hannagan
David Bertrand
292
29
0
20 Nov 2020
APQ: Joint Search for Network Architecture, Pruning and Quantization Policy
Tianzhe Wang
Kuan-Chieh Wang
Han Cai
Ji Lin
Zhijian Liu
Song Han
MQ
204
205
0
15 Jun 2020
Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications
IEEE Journal on Selected Topics in Signal Processing (JSTSP), 2020
Chinthaka Gamanayake
Lahiru Jayasinghe
Benny Kai Kiat Ng
Chau Yuen
VLM
280
49
0
05 Mar 2020
A Programmable Approach to Neural Network Compression
Vinu Joseph
Saurav Muralidharan
Animesh Garg
M. Garland
Ganesh Gopalakrishnan
221
10
0
06 Nov 2019
Depth-wise Decomposition for Accelerating Separable Convolutions in Efficient Convolutional Neural Networks
Advances in Artificial Intelligence and Machine Learning (AAIML), 2019
Yihui He
Jianing Qian
Jianren Wang
Cindy X. Le
Congrui Hetang
Qi Lyu
Wenping Wang
Tianwei Yue
297
14
0
21 Oct 2019
Architecture-aware Network Pruning for Vision Quality Applications
International Conference on Information Photonics (ICIP), 2019
Wei-Ting Wang
Han Li
Wei-Shiang Lin
Cheng-Ming Chiang
Yi-Min Tsai
118
3
0
05 Aug 2019
A One-step Pruning-recovery Framework for Acceleration of Convolutional Neural Networks
IEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2019
Dong Wang
Lei Zhou
Xiao Bai
Jun Zhou
120
2
0
18 Jun 2019
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning
Zechun Liu
Haoyuan Mu
Xiangyu Zhang
Zichao Guo
Xin Yang
K. Cheng
Jian Sun
301
613
0
25 Mar 2019
Compressing complex convolutional neural network based on an improved deep compression algorithm
Jiasong Wu
Hongshan Ren
Youyong Kong
Chunfeng Yang
L. Senhadji
H. Shu
134
5
0
06 Mar 2019
Structured Pruning for Efficient ConvNets via Incremental Regularization
IEEE International Joint Conference on Neural Network (IJCNN), 2018
Huan Wang
Qiming Zhang
Yuehai Wang
Haoji Hu
3DPC
243
50
0
20 Nov 2018
Synaptic Strength For Convolutional Neural Network
Neural Information Processing Systems (NeurIPS), 2018
Robert Frank Martorano
Zhao Zhong
Wei Wu
Junjie Yan
CVBM
133
35
0
06 Nov 2018
Rethinking the Value of Network Pruning
Zhuang Liu
Mingjie Sun
Tinghui Zhou
Gao Huang
Trevor Darrell
297
1,608
0
11 Oct 2018
Auto Deep Compression by Reinforcement Learning Based Actor-Critic Structure
Hamed Hakkak
OffRL
AI4CE
158
1
0
08 Jul 2018
Quantization Mimic: Towards Very Tiny CNN for Object Detection
Yi Wei
Xinyu Pan
Hongwei Qin
Wanli Ouyang
Junjie Yan
ObjD
385
96
0
06 May 2018
Efficient Hardware Realization of Convolutional Neural Networks using Intra-Kernel Regular Pruning
IEEE International Symposium on Multiple-Valued Logic (ISMVL), 2018
Maurice Yang
Mahmoud Faraj
Assem Hussein
V. Gaudet
CVBM
119
12
0
15 Mar 2018
Exploring Linear Relationship in Feature Map Subspace for ConvNets Compression
Dong Wang
Lei Zhou
Xueni Zhang
Xiao Bai
Jun Zhou
140
50
0
15 Mar 2018
AMC: AutoML for Model Compression and Acceleration on Mobile Devices
Yihui He
Ji Lin
Zhijian Liu
Hanrui Wang
Li Li
Song Han
447
1,431
0
10 Feb 2018
NeST: A Neural Network Synthesis Tool Based on a Grow-and-Prune Paradigm
Xiaoliang Dai
Hongxu Yin
N. Jha
DD
192
251
0
06 Nov 2017
Structured Probabilistic Pruning for Convolutional Neural Network Acceleration
Huan Wang
Qiming Zhang
Yuehai Wang
Roland Hu
209
11
0
20 Sep 2017
Channel Pruning for Accelerating Very Deep Neural Networks
Yihui He
Xiangyu Zhang
Jian Sun
629
2,677
0
19 Jul 2017
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