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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
Memory Wrap: a Data-Efficient and Interpretable Extension to Image
  Classification Models
Memory Wrap: a Data-Efficient and Interpretable Extension to Image Classification Models
B. La Rosa
Roberto Capobianco
Daniele Nardi
VLM
50
9
0
01 Jun 2021
Continual 3D Convolutional Neural Networks for Real-time Processing of
  Videos
Continual 3D Convolutional Neural Networks for Real-time Processing of Videos
Lukas Hedegaard
Alexandros Iosifidis
3DPC
87
15
0
31 May 2021
MSG-Transformer: Exchanging Local Spatial Information by Manipulating
  Messenger Tokens
MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens
Jiemin Fang
Lingxi Xie
Xinggang Wang
Xiaopeng Zhang
Wenyu Liu
Qi Tian
ViT
73
77
0
31 May 2021
Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient
  Image Recognition
Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition
Yulin Wang
Rui Huang
S. Song
Zeyi Huang
Gao Huang
ViT
110
194
0
31 May 2021
Dual-stream Network for Visual Recognition
Dual-stream Network for Visual Recognition
Mingyuan Mao
Renrui Zhang
Honghui Zheng
Peng Gao
Teli Ma
Yan Peng
Errui Ding
Baochang Zhang
Shumin Han
ViT
78
66
0
31 May 2021
Deep Learning on Monocular Object Pose Detection and Tracking: A
  Comprehensive Overview
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview
Zhaoxin Fan
Yazhi Zhu
Yulin He
Qi Sun
Hongyan Liu
Jun He
132
84
0
29 May 2021
Universal Adder Neural Networks
Universal Adder Neural Networks
Hanting Chen
Yunhe Wang
Chang Xu
Chao Xu
Chunjing Xu
Tong Zhang
54
3
0
29 May 2021
Recursive Contour Saliency Blending Network for Accurate Salient Object
  Detection
Recursive Contour Saliency Blending Network for Accurate Salient Object Detection
Y. Yun
Takahiro Tsubono
84
58
0
28 May 2021
Integer-Only Neural Network Quantization Scheme Based on
  Shift-Batch-Normalization
Integer-Only Neural Network Quantization Scheme Based on Shift-Batch-Normalization
Qingyu Guo
Yuan Wang
Xiaoxin Cui
MQ
23
2
0
28 May 2021
KVT: k-NN Attention for Boosting Vision Transformers
KVT: k-NN Attention for Boosting Vision Transformers
Pichao Wang
Xue Wang
F. Wang
Ming Lin
Shuning Chang
Hao Li
Rong Jin
ViT
133
108
0
28 May 2021
Fair Feature Distillation for Visual Recognition
Fair Feature Distillation for Visual Recognition
S. Jung
Donggyu Lee
Taeeon Park
Taesup Moon
69
77
0
27 May 2021
SSAN: Separable Self-Attention Network for Video Representation Learning
SSAN: Separable Self-Attention Network for Video Representation Learning
Xudong Guo
Xun Guo
Yan Lu
ViTAI4TS
55
26
0
27 May 2021
YOLO5Face: Why Reinventing a Face Detector
YOLO5Face: Why Reinventing a Face Detector
Delong Qi
Weijun Tan
Qi Yao
Jingfeng Liu
CVBM3DHObjD
133
171
0
27 May 2021
AirNet: Neural Network Transmission over the Air
AirNet: Neural Network Transmission over the Air
Mikolaj Jankowski
Deniz Gunduz
K. Mikolajczyk
117
1
0
24 May 2021
Extremely Lightweight Quantization Robust Real-Time Single-Image Super
  Resolution for Mobile Devices
Extremely Lightweight Quantization Robust Real-Time Single-Image Super Resolution for Mobile Devices
Mustafa Ayazoglu
56
59
0
21 May 2021
Content-adaptive Representation Learning for Fast Image Super-resolution
Content-adaptive Representation Learning for Fast Image Super-resolution
Yukai Shi
Jinghui Qin
SupR
92
0
0
20 May 2021
On the Distributional Properties of Adaptive Gradients
On the Distributional Properties of Adaptive Gradients
Z. Zhiyi
Liu Ziyin
53
4
0
15 May 2021
MutualNet: Adaptive ConvNet via Mutual Learning from Different Model
  Configurations
MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations
Taojiannan Yang
Sijie Zhu
Matías Mendieta
Pu Wang
Ravikumar Balakrishnan
Minwoo Lee
T. Han
M. Shah
Chong Chen
3DHOOD
102
24
0
14 May 2021
Multi-task Graph Convolutional Neural Network for Calcification
  Morphology and Distribution Analysis in Mammograms
Multi-task Graph Convolutional Neural Network for Calcification Morphology and Distribution Analysis in Mammograms
Hao Du
Melissa Min-Szu Yao
Liangyu Chen
Wing P. Chan
Mengling Feng
MedIm
40
1
0
14 May 2021
HINet: Half Instance Normalization Network for Image Restoration
HINet: Half Instance Normalization Network for Image Restoration
Liangyu Chen
Xin Lu
Jie Zhang
Xiaojie Chu
Chengpeng Chen
99
484
0
13 May 2021
KDExplainer: A Task-oriented Attention Model for Explaining Knowledge
  Distillation
KDExplainer: A Task-oriented Attention Model for Explaining Knowledge Distillation
Mengqi Xue
Mingli Song
Xinchao Wang
Ying Chen
Xingen Wang
Xiuming Zhang
55
10
0
10 May 2021
AppealNet: An Efficient and Highly-Accurate Edge/Cloud Collaborative
  Architecture for DNN Inference
AppealNet: An Efficient and Highly-Accurate Edge/Cloud Collaborative Architecture for DNN Inference
Min Li
Yu Li
Ye Tian
Li Jiang
Qiang Xu
92
36
0
10 May 2021
RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network with IP
  Protection for Internet of Things
RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network with IP Protection for Internet of Things
Huming Qiu
Hua Ma
Zhi-Li Zhang
Yifeng Zheng
Anmin Fu
Pan Zhou
Yansong Gao
Derek Abbott
S. Al-Sarawi
MQ
88
10
0
09 May 2021
Incremental Training and Group Convolution Pruning for Runtime DNN
  Performance Scaling on Heterogeneous Embedded Platforms
Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms
Lei Xun
Long Tran-Thanh
Bashir M. Al-Hashimi
G. Merrett
30
8
0
08 May 2021
ANNETTE: Accurate Neural Network Execution Time Estimation with Stacked
  Models
ANNETTE: Accurate Neural Network Execution Time Estimation with Stacked Models
M. Wess
Matvey Ivanov
A. Nookala
C. Unger
A. Wendt
A. Jantsch
39
9
0
07 May 2021
BasisNet: Two-stage Model Synthesis for Efficient Inference
BasisNet: Two-stage Model Synthesis for Efficient Inference
Ruotong Wang
Chun-Te Chu
A. Zhmoginov
Andrew G. Howard
Brendan Jou
Yukun Zhu
Li Zhang
R. Hwa
Adriana Kovashka
3DH
80
7
0
07 May 2021
A Simple and Strong Baseline for Universal Targeted Attacks on Siamese
  Visual Tracking
A Simple and Strong Baseline for Universal Targeted Attacks on Siamese Visual Tracking
Zhenbang Li
Yaya Shi
Jin Gao
Shaoru Wang
Bing Li
Pengpeng Liang
Weiming Hu
AAML
93
27
0
06 May 2021
A Geometric Analysis of Neural Collapse with Unconstrained Features
A Geometric Analysis of Neural Collapse with Unconstrained Features
Zhihui Zhu
Tianyu Ding
Jinxin Zhou
Xiao Li
Chong You
Jeremias Sulam
Qing Qu
88
204
0
06 May 2021
AttendSeg: A Tiny Attention Condenser Neural Network for Semantic
  Segmentation on the Edge
AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge
Xiaoyue Wen
M. Famouri
Andrew Hryniowski
Alexander Wong
SSeg
60
7
0
29 Apr 2021
MAGMA: An Optimization Framework for Mapping Multiple DNNs on Multiple
  Accelerator Cores
MAGMA: An Optimization Framework for Mapping Multiple DNNs on Multiple Accelerator Cores
Sheng-Chun Kao
T. Krishna
123
52
0
28 Apr 2021
Twins: Revisiting the Design of Spatial Attention in Vision Transformers
Twins: Revisiting the Design of Spatial Attention in Vision Transformers
Xiangxiang Chu
Zhi Tian
Yuqing Wang
Bo Zhang
Haibing Ren
Xiaolin K. Wei
Huaxia Xia
Chunhua Shen
ViT
113
1,033
0
28 Apr 2021
Efficient Pre-trained Features and Recurrent Pseudo-Labeling in
  Unsupervised Domain Adaptation
Efficient Pre-trained Features and Recurrent Pseudo-Labeling in Unsupervised Domain Adaptation
Youshan Zhang
Brian D. Davison
VLM
103
6
0
27 Apr 2021
Rethinking BiSeNet For Real-time Semantic Segmentation
Rethinking BiSeNet For Real-time Semantic Segmentation
Mingyuan Fan
Shenqi Lai
Junshi Huang
Xiaoming Wei
Z. Chai
Junfeng Luo
Xiaolin K. Wei
SSeg
105
491
0
27 Apr 2021
A Survey of Modern Deep Learning based Object Detection Models
A Survey of Modern Deep Learning based Object Detection Models
Syed Sahil Abbas Zaidi
M. S. Ansari
Asra Aslam
N. Kanwal
M. Asghar
Brian Lee
VLMObjD
157
760
0
24 Apr 2021
Do All MobileNets Quantize Poorly? Gaining Insights into the Effect of
  Quantization on Depthwise Separable Convolutional Networks Through the Eyes
  of Multi-scale Distributional Dynamics
Do All MobileNets Quantize Poorly? Gaining Insights into the Effect of Quantization on Depthwise Separable Convolutional Networks Through the Eyes of Multi-scale Distributional Dynamics
S. Yun
Alexander Wong
MQ
84
27
0
24 Apr 2021
Measuring what Really Matters: Optimizing Neural Networks for TinyML
Measuring what Really Matters: Optimizing Neural Networks for TinyML
Lennart Heim
Andreas Biri
Zhongnan Qu
Lothar Thiele
79
30
0
21 Apr 2021
HCMS: Hierarchical and Conditional Modality Selection for Efficient
  Video Recognition
HCMS: Hierarchical and Conditional Modality Selection for Efficient Video Recognition
Zejia Weng
Zuxuan Wu
Hengduo Li
Jingjing Chen
Yu-Gang Jiang
80
4
0
20 Apr 2021
Compact CNN Structure Learning by Knowledge Distillation
Compact CNN Structure Learning by Knowledge Distillation
Waqar Ahmed
Andrea Zunino
Pietro Morerio
Vittorio Murino
115
5
0
19 Apr 2021
RingCNN: Exploiting Algebraically-Sparse Ring Tensors for
  Energy-Efficient CNN-Based Computational Imaging
RingCNN: Exploiting Algebraically-Sparse Ring Tensors for Energy-Efficient CNN-Based Computational Imaging
Chao-Tsung Huang
92
10
0
19 Apr 2021
Distilling Knowledge via Knowledge Review
Distilling Knowledge via Knowledge Review
Pengguang Chen
Shu Liu
Hengshuang Zhao
Jiaya Jia
216
449
0
19 Apr 2021
AsymmNet: Towards ultralight convolution neural networks using
  asymmetrical bottlenecks
AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks
Haojin Yang
Zhengdi Shen
Yucheng Zhao
65
10
0
15 Apr 2021
Lite-HRNet: A Lightweight High-Resolution Network
Lite-HRNet: A Lightweight High-Resolution Network
Changqian Yu
Bin Xiao
Changxin Gao
Lu Yuan
Lei Zhang
Nong Sang
Jingdong Wang
3DH
82
290
0
13 Apr 2021
Co-Scale Conv-Attentional Image Transformers
Co-Scale Conv-Attentional Image Transformers
Weijian Xu
Yifan Xu
Tyler A. Chang
Zhuowen Tu
ViT
61
377
0
13 Apr 2021
Towards Efficient Graph Convolutional Networks for Point Cloud Handling
Towards Efficient Graph Convolutional Networks for Point Cloud Handling
Yawei Li
He Chen
Zhaopeng Cui
Radu Timofte
Marc Pollefeys
Gregory Chirikjian
Luc Van Gool
3DPCGNN
86
25
0
12 Apr 2021
ENOS: Energy-Aware Network Operator Search for Hybrid Digital and
  Compute-in-Memory DNN Accelerators
ENOS: Energy-Aware Network Operator Search for Hybrid Digital and Compute-in-Memory DNN Accelerators
Shamma Nasrin
A. Shylendra
Yuti Kadakia
N. Iliev
Wilfred Gomes
Theja Tulabandhula
A. R. Trivedi
MQ
36
2
0
12 Apr 2021
Data-Free Knowledge Distillation with Soft Targeted Transfer Set
  Synthesis
Data-Free Knowledge Distillation with Soft Targeted Transfer Set Synthesis
Zehao Wang
54
30
0
10 Apr 2021
MobileStyleGAN: A Lightweight Convolutional Neural Network for
  High-Fidelity Image Synthesis
MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis
Sergei Belousov
GAN
56
20
0
10 Apr 2021
CondenseNet V2: Sparse Feature Reactivation for Deep Networks
CondenseNet V2: Sparse Feature Reactivation for Deep Networks
Le Yang
Haojun Jiang
Ruojin Cai
Yulin Wang
Shiji Song
Gao Huang
Qi Tian
DD
92
64
0
09 Apr 2021
Combined Depth Space based Architecture Search For Person
  Re-identification
Combined Depth Space based Architecture Search For Person Re-identification
Hanjun Li
Gaojie Wu
Weishi Zheng
3DPC
83
107
0
09 Apr 2021
MultiScene: A Large-scale Dataset and Benchmark for Multi-scene
  Recognition in Single Aerial Images
MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images
Yuansheng Hua
Lichao Mou
P. Jin
Xiaoxiang Zhu
84
13
0
07 Apr 2021
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