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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 / 1,781 papers shown
Title
GAN-Knowledge Distillation for one-stage Object Detection
GAN-Knowledge Distillation for one-stage Object Detection
Wanwei Wang
Jin ke Yu Fan Zong
ObjD
52
29
0
20 Jun 2019
Back to Simplicity: How to Train Accurate BNNs from Scratch?
Back to Simplicity: How to Train Accurate BNNs from Scratch?
Joseph Bethge
Haojin Yang
Marvin Bornstein
Christoph Meinel
AAMLMQ
64
58
0
19 Jun 2019
Towards Real-Time Action Recognition on Mobile Devices Using Deep Models
Towards Real-Time Action Recognition on Mobile Devices Using Deep Models
Chen-Da Liu-Zhang
Xin-Xin Liu
Jianxin Wu
HAI
31
9
0
17 Jun 2019
Visual Wake Words Dataset
Visual Wake Words Dataset
Aakanksha Chowdhery
Pete Warden
Jonathon Shlens
Andrew G. Howard
Rocky Rhodes
VLM
88
102
0
12 Jun 2019
BlockSwap: Fisher-guided Block Substitution for Network Compression on a
  Budget
BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget
Jack Turner
Elliot J. Crowley
Michael F. P. O'Boyle
Amos Storkey
Gavia Gray
84
38
0
10 Jun 2019
HGC: Hierarchical Group Convolution for Highly Efficient Neural Network
HGC: Hierarchical Group Convolution for Highly Efficient Neural Network
Xukai Xie
Yuan Zhou
S. Kung
27
3
0
09 Jun 2019
Distilling Object Detectors with Fine-grained Feature Imitation
Distilling Object Detectors with Fine-grained Feature Imitation
Tao Wang
Li-xin Yuan
Xiaopeng Zhang
Jiashi Feng
ObjD
68
385
0
09 Jun 2019
DiCENet: Dimension-wise Convolutions for Efficient Networks
DiCENet: Dimension-wise Convolutions for Efficient Networks
Sachin Mehta
Hannaneh Hajishirzi
Mohammad Rastegari
101
43
0
08 Jun 2019
Fighting Quantization Bias With Bias
Fighting Quantization Bias With Bias
Alexander Finkelstein
Uri Almog
Mark Grobman
MQ
82
57
0
07 Jun 2019
Lightweight Real-time Makeup Try-on in Mobile Browsers with Tiny CNN
  Models for Facial Tracking
Lightweight Real-time Makeup Try-on in Mobile Browsers with Tiny CNN Models for Facial Tracking
Tianxing Li
Zhi Yu
Edmund Phung
Brendan Duke
I. Kezele
P. Aarabi
3DHCVBM
88
7
0
05 Jun 2019
Butterfly Transform: An Efficient FFT Based Neural Architecture Design
Butterfly Transform: An Efficient FFT Based Neural Architecture Design
Keivan Alizadeh-Vahid
Anish K. Prabhu
Ali Farhadi
Mohammad Rastegari
138
50
0
05 Jun 2019
Nail Polish Try-On: Realtime Semantic Segmentation of Small Objects for
  Native and Browser Smartphone AR Applications
Nail Polish Try-On: Realtime Semantic Segmentation of Small Objects for Native and Browser Smartphone AR Applications
Brendan Duke
Abdalla Ahmed
Edmund Phung
I. Kezele
P. Aarabi
31
1
0
05 Jun 2019
Dilated Convolution with Dilated GRU for Music Source Separation
Dilated Convolution with Dilated GRU for Music Source Separation
Jen-Yu Liu
Yi-Hsuan Yang
72
41
0
04 Jun 2019
Separable Layers Enable Structured Efficient Linear Substitutions
Separable Layers Enable Structured Efficient Linear Substitutions
Gavia Gray
Elliot J. Crowley
Amos Storkey
74
3
0
03 Jun 2019
Deeply-supervised Knowledge Synergy
Deeply-supervised Knowledge Synergy
Dawei Sun
Anbang Yao
Aojun Zhou
Hao Zhao
54
30
0
03 Jun 2019
Discovering Neural Wirings
Discovering Neural Wirings
Mitchell Wortsman
Ali Farhadi
Mohammad Rastegari
AI4CE
122
121
0
03 Jun 2019
SHE: A Fast and Accurate Deep Neural Network for Encrypted Data
SHE: A Fast and Accurate Deep Neural Network for Encrypted Data
Qian Lou
Lei Jiang
110
124
0
01 Jun 2019
Super Interaction Neural Network
Super Interaction Neural Network
Yang Yao
Xu Zhang
Baile Xu
Furao Shen
Jian Zhao
29
0
0
29 May 2019
Rethinking Full Connectivity in Recurrent Neural Networks
Rethinking Full Connectivity in Recurrent Neural Networks
Matthijs Van Keirsbilck
A. Keller
Xiaodong Yang
LRM
41
14
0
29 May 2019
Attention Based Pruning for Shift Networks
Attention Based Pruning for Shift Networks
G. B. Hacene
Carlos Lassance
Vincent Gripon
Matthieu Courbariaux
Yoshua Bengio
98
25
0
29 May 2019
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained
  Microcontrollers
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers
Igor Fedorov
Ryan P. Adams
Matthew Mattina
P. Whatmough
96
168
0
28 May 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
Mingxing Tan
Quoc V. Le
3DVMedIm
283
18,336
0
28 May 2019
Progressive Learning of Low-Precision Networks
Progressive Learning of Low-Precision Networks
Zhengguang Zhou
Wen-gang Zhou
Xutao Lv
Xuan Huang
Xiaoyu Wang
Houqiang Li
MQ
55
11
0
28 May 2019
CompactNet: Platform-Aware Automatic Optimization for Convolutional
  Neural Networks
CompactNet: Platform-Aware Automatic Optimization for Convolutional Neural Networks
Weicheng Li
Rui Wang
Zhongzhi Luan
Di Huang
Zidong Du
Yunji Chen
D. Qian
27
1
0
28 May 2019
Seeing Convolution Through the Eyes of Finite Transformation Semigroup
  Theory: An Abstract Algebraic Interpretation of Convolutional Neural Networks
Seeing Convolution Through the Eyes of Finite Transformation Semigroup Theory: An Abstract Algebraic Interpretation of Convolutional Neural Networks
Andrew Hryniowski
A. Wong
48
0
0
26 May 2019
OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal
  Regularization
OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization
Bingchen Liu
Yizhe Zhu
Zuohui Fu
Gerard de Melo
Ahmed Elgammal
CML
128
43
0
26 May 2019
Spatial Group-wise Enhance: Improving Semantic Feature Learning in
  Convolutional Networks
Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks
Xiang Li
Xiaolin Hu
Jian Yang
93
196
0
23 May 2019
PEPSI++: Fast and Lightweight Network for Image Inpainting
PEPSI++: Fast and Lightweight Network for Image Inpainting
Y. Shin
M. Sagong
Yoon-Jae Yeo
Seung-Wook Kim
S. Ko
85
103
0
22 May 2019
Lightweight Network Architecture for Real-Time Action Recognition
Lightweight Network Architecture for Real-Time Action Recognition
Alexander Kozlov
Vadim Andronov
Y. Gritsenko
ViT
54
33
0
21 May 2019
Multinomial Distribution Learning for Effective Neural Architecture
  Search
Multinomial Distribution Learning for Effective Neural Architecture Search
Xiawu Zheng
Rongrong Ji
Lang Tang
Baochang Zhang
Jianzhuang Liu
Q. Tian
96
91
0
18 May 2019
AutoDispNet: Improving Disparity Estimation With AutoML
AutoDispNet: Improving Disparity Estimation With AutoML
Tonmoy Saikia
Yassine Marrakchi
Arber Zela
Frank Hutter
Thomas Brox
109
79
0
17 May 2019
Robust Real-time Pedestrian Detection in Aerial Imagery on Jetson TX2
Robust Real-time Pedestrian Detection in Aerial Imagery on Jetson TX2
Mohamed Afifi
Yara Ali
K. Amer
M. Shaker
Mohamed ElHelw
21
9
0
16 May 2019
EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis
EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis
Chaoqi Wang
Roger C. Grosse
Sanja Fidler
Guodong Zhang
80
124
0
15 May 2019
3D Dense Separated Convolution Module for Volumetric Image Analysis
3D Dense Separated Convolution Module for Volumetric Image Analysis
Lei Qu
Changfeng Wu
Liang Zou
30
2
0
14 May 2019
Object Detection in 20 Years: A Survey
Object Detection in 20 Years: A Survey
Zhengxia Zou
Keyan Chen
Zhenwei Shi
Yuhong Guo
Jieping Ye
VLMObjDAI4TS
166
2,416
0
13 May 2019
BayesNAS: A Bayesian Approach for Neural Architecture Search
BayesNAS: A Bayesian Approach for Neural Architecture Search
Hongpeng Zhou
Minghao Yang
Jun Wang
Wei Pan
BDL
103
202
0
13 May 2019
Dynamic Routing Networks
Dynamic Routing Networks
Shaofeng Cai
Yao Shu
Wei Wang
Beng Chin Ooi
50
3
0
13 May 2019
Training CNNs with Selective Allocation of Channels
Training CNNs with Selective Allocation of Channels
Jongheon Jeong
Jinwoo Shin
CVBM
107
15
0
11 May 2019
Talking With Your Hands: Scaling Hand Gestures and Recognition With CNNs
Talking With Your Hands: Scaling Hand Gestures and Recognition With CNNs
Okan Kopuklu
Yao Rong
Gerhard Rigoll
SLR
56
5
0
10 May 2019
EdgeSegNet: A Compact Network for Semantic Segmentation
EdgeSegNet: A Compact Network for Semantic Segmentation
Z. Q. Lin
Brendan Chwyl
A. Wong
SSeg
49
9
0
10 May 2019
MobiVSR: A Visual Speech Recognition Solution for Mobile Devices
MobiVSR: A Visual Speech Recognition Solution for Mobile Devices
Nilay Shrivastava
Astitwa Saxena
Yaman Kumar Singla
Preeti Kaur
Debanjan Mahata
R. Shah
70
3
0
10 May 2019
Seesaw-Net: Convolution Neural Network With Uneven Group Convolution
Seesaw-Net: Convolution Neural Network With Uneven Group Convolution
Jintao Zhang
BDL
65
7
0
09 May 2019
Multi-Person Pose Estimation with Enhanced Channel-wise and Spatial
  Information
Multi-Person Pose Estimation with Enhanced Channel-wise and Spatial Information
Kai Su
Dongdong Yu
Zhenqi Xu
Xin Geng
Changhu Wang
74
147
0
09 May 2019
Advancements in Image Classification using Convolutional Neural Network
Advancements in Image Classification using Convolutional Neural Network
F. Sultana
Abu Sufian
P. Dutta
66
275
0
08 May 2019
High Frequency Residual Learning for Multi-Scale Image Classification
High Frequency Residual Learning for Multi-Scale Image Classification
Bowen Cheng
Rong Xiao
Jianfeng Wang
Thomas Huang
Lei Zhang
82
22
0
07 May 2019
LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic
  Segmentation
LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation
Yu Wang
Quan Zhou
Jia-Wei Liu
Jian Xiong
Guangwei Gao
Xiaofu Wu
Longin Jan Latecki
SSeg
91
316
0
07 May 2019
Searching for MobileNetV3
Searching for MobileNetV3
Andrew G. Howard
Mark Sandler
Grace Chu
Liang-Chieh Chen
Bo Chen
...
Yukun Zhu
Ruoming Pang
Vijay Vasudevan
Quoc V. Le
Hartwig Adam
453
6,871
0
06 May 2019
Differentiable Architecture Search with Ensemble Gumbel-Softmax
Differentiable Architecture Search with Ensemble Gumbel-Softmax
Jianlong Chang
Xinbang Zhang
Yiwen Guo
Gaofeng Meng
Shiming Xiang
Chunhong Pan
3DPC
51
18
0
06 May 2019
A Survey on Neural Architecture Search
A Survey on Neural Architecture Search
Martin Wistuba
Ambrish Rawat
Tejaswini Pedapati
AI4CE
103
259
0
04 May 2019
Omni-Scale Feature Learning for Person Re-Identification
Omni-Scale Feature Learning for Person Re-Identification
Kaiyang Zhou
Yongxin Yang
Andrea Cavallaro
Tao Xiang
122
837
0
02 May 2019
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