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ShuffleNet: An Extremely Efficient Convolutional Neural Network for
  Mobile Devices
v1v2 (latest)

ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices

4 July 2017
Xiangyu Zhang
Xinyu Zhou
Mengxiao Lin
Jian Sun
    AI4TS
ArXiv (abs)PDFHTML

Papers citing "ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices"

50 / 1,495 papers shown
Title
MnasNet: Platform-Aware Neural Architecture Search for Mobile
MnasNet: Platform-Aware Neural Architecture Search for Mobile
Mingxing Tan
Bo Chen
Ruoming Pang
Vijay Vasudevan
Mark Sandler
Andrew G. Howard
Quoc V. Le
MQ
139
3,022
0
31 Jul 2018
Extreme Network Compression via Filter Group Approximation
Extreme Network Compression via Filter Group Approximation
Bo Peng
Wenming Tan
Zheyang Li
Shun Zhang
Di Xie
Shiliang Pu
88
63
0
30 Jul 2018
Multi-Fiber Networks for Video Recognition
Multi-Fiber Networks for Video Recognition
Yunpeng Chen
Yannis Kalantidis
Jianshu Li
Shuicheng Yan
Jiashi Feng
CVBM
149
220
0
30 Jul 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture
  Design
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design
Ningning Ma
Xiangyu Zhang
Haitao Zheng
Jian Sun
193
5,031
0
30 Jul 2018
Robust Student Network Learning
Robust Student Network Learning
Tianyu Guo
Chang Xu
Shiyi He
Boxin Shi
Chao Xu
Dacheng Tao
OOD
102
30
0
30 Jul 2018
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep
  Neural Networks
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks
Dongqing Zhang
Jiaolong Yang
Dongqiangzi Ye
G. Hua
MQ
77
704
0
26 Jul 2018
Competitive Inner-Imaging Squeeze and Excitation for Residual Network
Competitive Inner-Imaging Squeeze and Excitation for Residual Network
Yang Hu
Guihua Wen
Mingnan Luo
Dan Dai
Jiajiong Ma
Zhiwen Yu
99
46
0
24 Jul 2018
Self-supervised Knowledge Distillation Using Singular Value
  Decomposition
Self-supervised Knowledge Distillation Using Singular Value Decomposition
Seunghyun Lee
D. Kim
B. Song
79
142
0
18 Jul 2018
PointSeg: Real-Time Semantic Segmentation Based on 3D LiDAR Point Cloud
PointSeg: Real-Time Semantic Segmentation Based on 3D LiDAR Point Cloud
Yansen Wang
Tianyue Shi
Peng Yun
L. Tai
Ming-Yuan Liu
3DPC
101
122
0
17 Jul 2018
Beyond Pixels: Image Provenance Analysis Leveraging Metadata
Beyond Pixels: Image Provenance Analysis Leveraging Metadata
Aparna Bharati
Daniel Moreira
Joel Brogan
Patricia Hale
Kevin W. Bowyer
Patrick Flynn
Anderson de Rezende Rocha
Walter J. Scheirer
64
31
0
09 Jul 2018
Auto Deep Compression by Reinforcement Learning Based Actor-Critic
  Structure
Auto Deep Compression by Reinforcement Learning Based Actor-Critic Structure
Hamed Hakkak
OffRLAI4CE
93
1
0
08 Jul 2018
Evenly Cascaded Convolutional Networks
Evenly Cascaded Convolutional Networks
Chengxi Ye
Chinmaya Devaraj
Michael Maynord
Cornelia Fermuller
Yiannis Aloimonos
35
7
0
02 Jul 2018
DARTS: Differentiable Architecture Search
DARTS: Differentiable Architecture Search
Hanxiao Liu
Karen Simonyan
Yiming Yang
214
4,380
0
24 Jun 2018
Efficient Semantic Segmentation using Gradual Grouping
Efficient Semantic Segmentation using Gradual Grouping
Nikitha Vallurupalli
Sriharsha Annamaneni
G. Varma
C. V. Jawahar
Manu Mathew
S. Nagori
SSeg
76
12
0
22 Jun 2018
DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural
  Architectures
DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures
Jin-Dong Dong
A. Cheng
Da-Cheng Juan
Wei Wei
Min Sun
73
182
0
21 Jun 2018
NetScore: Towards Universal Metrics for Large-scale Performance Analysis
  of Deep Neural Networks for Practical On-Device Edge Usage
NetScore: Towards Universal Metrics for Large-scale Performance Analysis of Deep Neural Networks for Practical On-Device Edge Usage
A. Wong
HAI
70
68
0
14 Jun 2018
Fire SSD: Wide Fire Modules based Single Shot Detector on Edge Device
Fire SSD: Wide Fire Modules based Single Shot Detector on Edge Device
Hengfui Liau
Yamini Nimmagadda
YengLiong Wong
ObjD
51
14
0
14 Jun 2018
Path-Level Network Transformation for Efficient Architecture Search
Path-Level Network Transformation for Efficient Architecture Search
Han Cai
Jiacheng Yang
Weinan Zhang
Song Han
Yong Yu
76
211
0
07 Jun 2018
Joint Estimation of Age and Gender from Unconstrained Face Images using
  Lightweight Multi-task CNN for Mobile Applications
Joint Estimation of Age and Gender from Unconstrained Face Images using Lightweight Multi-task CNN for Mobile Applications
Jia-Hong Lee
Yi-Ming Chan
Ting-Yen Chen
Chu-Song Chen
CVBM
61
34
0
06 Jun 2018
IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural
  Networks
IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural Networks
Ke Sun
Mingjie Li
Dong Liu
Jingdong Wang
124
126
0
01 Jun 2018
Channel Gating Neural Networks
Channel Gating Neural Networks
Weizhe Hua
Yuan Zhou
Christopher De Sa
Zhiru Zhang
G. E. Suh
61
180
0
29 May 2018
Constructing Fast Network through Deconstruction of Convolution
Constructing Fast Network through Deconstruction of Convolution
Yunho Jeon
Junmo Kim
93
72
0
28 May 2018
Learning towards Minimum Hyperspherical Energy
Learning towards Minimum Hyperspherical Energy
Weiyang Liu
Rongmei Lin
Ziqiang Liu
Lixin Liu
Zhiding Yu
Bo Dai
Le Song
137
151
0
23 May 2018
Approximate Random Dropout
Approximate Random Dropout
Zhuoran Song
Ru Wang
Dongyu Ru
Hongru Huang
Zhenghao Peng
Hai Zhao
Xiaoyao Liang
Li Jiang
BDL
44
9
0
23 May 2018
Object detection at 200 Frames Per Second
Object detection at 200 Frames Per Second
Rakesh Mehta
Cemalettin Öztürk
ObjD
71
61
0
16 May 2018
Lightweight Pyramid Networks for Image Deraining
Lightweight Pyramid Networks for Image Deraining
Xueyang Fu
Borong Liang
Yue Huang
Xinghao Ding
John Paisley
64
326
0
16 May 2018
Quantization Mimic: Towards Very Tiny CNN for Object Detection
Quantization Mimic: Towards Very Tiny CNN for Object Detection
Yi Wei
Xinyu Pan
Hongwei Qin
Wanli Ouyang
Junjie Yan
ObjD
152
90
0
06 May 2018
SdcNet: A Computation-Efficient CNN for Object Recognition
SdcNet: A Computation-Efficient CNN for Object Recognition
Yunlong Ma
Chunyan Wang
25
3
0
03 May 2018
Internal node bagging
Internal node bagging
Shun Yi
BDL
29
0
0
01 May 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation
Sohil Shah
P. Ghosh
L. Davis
Tom Goldstein
SSeg
91
56
0
27 Apr 2018
IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image
  Classification
IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification
Sam Leroux
Pavlo Molchanov
Pieter Simoens
Bart Dhoedt
Thomas Breuel
Jan Kautz
54
41
0
26 Apr 2018
Accelerator-Aware Pruning for Convolutional Neural Networks
Accelerator-Aware Pruning for Convolutional Neural Networks
Hyeong-Ju Kang
93
90
0
26 Apr 2018
Smart Surveillance as an Edge Network Service: from Harr-Cascade, SVM to
  a Lightweight CNN
Smart Surveillance as an Edge Network Service: from Harr-Cascade, SVM to a Lightweight CNN
S. Nikouei
Yu Chen
Sejun Song
Ronghua Xu
Baek-Young Choi
Timothy R. Faughnan
107
85
0
24 Apr 2018
Face Recognition: Primates in the Wild
Face Recognition: Primates in the Wild
Debayan Deb
S. Wiper
Alexandra Russo
Sixue Gong
Yichun Shi
Cori Tymoszek
Anil K. Jain
CVBM
66
81
0
24 Apr 2018
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification
  on Mobile Devices
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices
Sheng Chen
Yang Liu
Xiang Gao
Zhen Han
CVBM3DH
125
564
0
20 Apr 2018
Pelee: A Real-Time Object Detection System on Mobile Devices
Pelee: A Real-Time Object Detection System on Mobile Devices
R. Wang
Xiang Li
Charles X. Ling
ObjD
87
460
0
18 Apr 2018
Deep Face Recognition: A Survey
Deep Face Recognition: A Survey
Mei Wang
Weihong Deng
NoLa
158
1,242
0
18 Apr 2018
DetNet: A Backbone network for Object Detection
DetNet: A Backbone network for Object Detection
Zeming Li
Chao Peng
Gang Yu
Xiangyu Zhang
Yangdong Deng
Jian Sun
ObjD
160
265
0
17 Apr 2018
Non-Vacuous Generalization Bounds at the ImageNet Scale: A PAC-Bayesian
  Compression Approach
Non-Vacuous Generalization Bounds at the ImageNet Scale: A PAC-Bayesian Compression Approach
Wenda Zhou
Victor Veitch
Morgane Austern
Ryan P. Adams
Peter Orbanz
94
215
0
16 Apr 2018
Towards High Performance Video Object Detection for Mobiles
Towards High Performance Video Object Detection for Mobiles
Xizhou Zhu
Jifeng Dai
Xingchi Zhu
Yichen Wei
Lu Yuan
ObjD
78
49
0
16 Apr 2018
Optimizing Video Object Detection via a Scale-Time Lattice
Optimizing Video Object Detection via a Scale-Time Lattice
Kai-xiang Chen
Jiaqi Wang
Shuo Yang
Xingcheng Zhang
Yuanjun Xiong
Chen Change Loy
Dahua Lin
ObjD
92
106
0
16 Apr 2018
Select, Attend, and Transfer: Light, Learnable Skip Connections
Select, Attend, and Transfer: Light, Learnable Skip Connections
Saeid Asgari Taghanaki
A. Bentaieb
Anmol Sharma
S. Kevin Zhou
Yefeng Zheng
...
Puneet Sharma
Sasa Grbic
Zhoubing Xu
Dorin Comaniciu
Ghassan Hamarneh
74
20
0
14 Apr 2018
Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and Memory
Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and Memory
Ameya Prabhu
Vishal Batchu
Rohit Gajawada
Sri Aurobindo Munagala
A. Namboodiri
MQ
54
18
0
11 Apr 2018
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile
  Applications
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications
Tien-Ju Yang
Andrew G. Howard
Bo Chen
Xiao Zhang
Alec Go
Mark Sandler
Vivienne Sze
Hartwig Adam
150
522
0
09 Apr 2018
HyperDense-Net: A hyper-densely connected CNN for multi-modal image
  segmentation
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation
Jose Dolz
Karthik Gopinath
Jing Yuan
H. Lombaert
Christian Desrosiers
Ismail ben Ayed
3DH
72
439
0
09 Apr 2018
Building Efficient CNN Architecture for Offline Handwritten Chinese
  Character Recognition
Building Efficient CNN Architecture for Offline Handwritten Chinese Character Recognition
Zhiyuan Li
Nanjun Teng
Min Jin
Huaxiang Lu
39
52
0
04 Apr 2018
Adversarial Network Compression
Adversarial Network Compression
Vasileios Belagiannis
Azade Farshad
Fabio Galasso
GANAAML
60
58
0
28 Mar 2018
Diagonalwise Refactorization: An Efficient Training Method for Depthwise
  Convolutions
Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions
Zheng Qin
Zhaoning Zhang
Dongsheng Li
Yiming Zhang
Yuxing Peng
60
28
0
27 Mar 2018
Merging and Evolution: Improving Convolutional Neural Networks for
  Mobile Applications
Merging and Evolution: Improving Convolutional Neural Networks for Mobile Applications
Zheng Qin
Zhaoning Zhang
Shiqing Zhang
Hao Yu
Yuxing Peng
18
7
0
24 Mar 2018
A Quantization-Friendly Separable Convolution for MobileNets
A Quantization-Friendly Separable Convolution for MobileNets
Tao Sheng
Chen Feng
Shaojie Zhuo
Xiaopeng Zhang
Liang Shen
M. Aleksic
MQ
77
115
0
22 Mar 2018
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