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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
IR2Net: Information Restriction and Information Recovery for Accurate
  Binary Neural Networks
IR2Net: Information Restriction and Information Recovery for Accurate Binary Neural Networks
Ping Xue
Yang Lu
Jingfei Chang
Xing Wei
Zhen Wei
MQ
134
0
0
06 Oct 2022
Green Learning: Introduction, Examples and Outlook
Green Learning: Introduction, Examples and Outlook
C.-C. Jay Kuo
A. Madni
133
73
0
03 Oct 2022
IMB-NAS: Neural Architecture Search for Imbalanced Datasets
IMB-NAS: Neural Architecture Search for Imbalanced Datasets
Rahul Duggal
ShengYun Peng
Hao Zhou
Duen Horng Chau
32
2
0
30 Sep 2022
PointPillars Backbone Type Selection For Fast and Accurate LiDAR Object
  Detection
PointPillars Backbone Type Selection For Fast and Accurate LiDAR Object Detection
K. Lis
T. Kryjak
3DPC
38
5
0
30 Sep 2022
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal
  Remote Sensing Imagery
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery
Jiaqi Zhang
Jie Lei
Weiying Xie
Zhenman Fang
Yunsong Li
Qian Du
ObjD
99
198
0
27 Sep 2022
Vision-based Perimeter Defense via Multiview Pose Estimation
Vision-based Perimeter Defense via Multiview Pose Estimation
Elijah S. Lee
Giuseppe Loianno
Dinesh Jayaraman
Vijay Kumar
AAML
71
3
0
25 Sep 2022
The Kriston AI System for the VoxCeleb Speaker Recognition Challenge
  2022
The Kriston AI System for the VoxCeleb Speaker Recognition Challenge 2022
Qutang Cai
Guoqiang Hong
Zhijian Ye
Ximin Li
Haizhou Li
119
7
0
23 Sep 2022
COVID-19 Detection and Analysis From Lung CT Images using Novel Channel
  Boosted CNNs
COVID-19 Detection and Analysis From Lung CT Images using Novel Channel Boosted CNNs
Dr. Saddam Hussain Khan
71
41
0
22 Sep 2022
LO-Det: Lightweight Oriented Object Detection in Remote Sensing Images
LO-Det: Lightweight Oriented Object Detection in Remote Sensing Images
Zhanchao Huang
Wei Li
X. Xia
Hao Wang
F. Jie
R. Tao
ObjD
72
51
0
16 Sep 2022
Neural Networks Reduction via Lumping
Neural Networks Reduction via Lumping
Dalila Ressi
Riccardo Romanello
S. Rossi
Carla Piazza
80
4
0
15 Sep 2022
Rethinking the Unpretentious U-net for Medical Ultrasound Image
  Segmentation
Rethinking the Unpretentious U-net for Medical Ultrasound Image Segmentation
Gongping Chen
L. Li
Jianxun Zhang
Yu Dai
SSeg
86
79
0
15 Sep 2022
NanoFlowNet: Real-time Dense Optical Flow on a Nano Quadcopter
NanoFlowNet: Real-time Dense Optical Flow on a Nano Quadcopter
Rik J. Bouwmeester
Federico Paredes-Valles
Guido de Croon
60
17
0
14 Sep 2022
A lightweight Transformer-based model for fish landmark detection
A lightweight Transformer-based model for fish landmark detection
Alzayat Saleh
David Jones
D. Jerry
M. R. Azghadi
28
1
0
13 Sep 2022
DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation
  Framework for Efficient Device Model Generalization
DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization
Zheqi Lv
Wenqiao Zhang
Shengyu Zhang
Kun Kuang
Feng Wang
...
Zhengyu Chen
Tao Shen
Hongxia Yang
Bengchin Ooi
Leilei Gan
143
54
0
12 Sep 2022
Clifford Neural Layers for PDE Modeling
Clifford Neural Layers for PDE Modeling
Johannes Brandstetter
Rianne van den Berg
Max Welling
Jayesh K. Gupta
AI4CE
127
90
0
08 Sep 2022
A comprehensive survey on recent deep learning-based methods applied to
  surgical data
A comprehensive survey on recent deep learning-based methods applied to surgical data
Mansoor Ali
Rafael Martinez Garcia Peña
Gilberto Ochoa-Ruiz
Sharib Ali
136
6
0
03 Sep 2022
XCAT -- Lightweight Quantized Single Image Super-Resolution using
  Heterogeneous Group Convolutions and Cross Concatenation
XCAT -- Lightweight Quantized Single Image Super-Resolution using Heterogeneous Group Convolutions and Cross Concatenation
Mustafa Ayazoglu
Bahri Batuhan Bilecen
SupR
106
4
0
31 Aug 2022
Video-based Cross-modal Auxiliary Network for Multimodal Sentiment
  Analysis
Video-based Cross-modal Auxiliary Network for Multimodal Sentiment Analysis
Rongfei Chen
Wenju Zhou
Yang Li
Huiyu Zhou
67
19
0
30 Aug 2022
Hardware-aware mobile building block evaluation for computer vision
Hardware-aware mobile building block evaluation for computer vision
Maxim Bonnaerens
Matthias Anton Freiberger
Marian Verhelst
J. Dambre
81
1
0
26 Aug 2022
Video Mobile-Former: Video Recognition with Efficient Global
  Spatial-temporal Modeling
Video Mobile-Former: Video Recognition with Efficient Global Spatial-temporal Modeling
Rui Wang
Zuxuan Wu
Dongdong Chen
Yinpeng Chen
Xiyang Dai
Mengchen Liu
Luowei Zhou
Lu Yuan
Yu-Gang Jiang
ViT
116
5
0
25 Aug 2022
Design Automation for Fast, Lightweight, and Effective Deep Learning
  Models: A Survey
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey
Dalin Zhang
Kaixuan Chen
Yan Zhao
B. Yang
Li-Ping Yao
Christian S. Jensen
118
3
0
22 Aug 2022
Rethinking Knowledge Distillation via Cross-Entropy
Rethinking Knowledge Distillation via Cross-Entropy
Zhendong Yang
Zhe Li
Yuan Gong
Tianke Zhang
Shanshan Lao
Chun Yuan
Yu Li
71
14
0
22 Aug 2022
3D Vision with Transformers: A Survey
3D Vision with Transformers: A Survey
Jean Lahoud
Jiale Cao
Fahad Shahbaz Khan
Hisham Cholakkal
Rao Muhammad Anwer
Salman Khan
Ming-Hsuan Yang
ViTMedIm
112
33
0
08 Aug 2022
Vision-Based Activity Recognition in Children with Autism-Related
  Behaviors
Vision-Based Activity Recognition in Children with Autism-Related Behaviors
P. Wei
David Ahmedt-Aristizabal
Harshala Gammulle
Simon Denman
M. Armin
95
33
0
08 Aug 2022
Inflating 2D Convolution Weights for Efficient Generation of 3D Medical
  Images
Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images
Yanbin Liu
Girish Dwivedi
F. Boussaïd
Frank M. Sanfilippo
Makoto Yamada
Bennamoun
DiffMMedIm
92
11
0
08 Aug 2022
EMC2A-Net: An Efficient Multibranch Cross-channel Attention Network for
  SAR Target Classification
EMC2A-Net: An Efficient Multibranch Cross-channel Attention Network for SAR Target Classification
Xiang Yu
Zhe Geng
Xiaohua Huang
Qinglu Wang
Daiyin Zhu
81
5
0
03 Aug 2022
SuperVessel: Segmenting High-resolution Vessel from Low-resolution
  Retinal Image
SuperVessel: Segmenting High-resolution Vessel from Low-resolution Retinal Image
Yan Hu
Zhongxi Qiu
Dan Zeng
Li Jiang
Chen Lin
Jiang-Dong Liu
76
16
0
28 Jul 2022
Lightweight and Progressively-Scalable Networks for Semantic
  Segmentation
Lightweight and Progressively-Scalable Networks for Semantic Segmentation
Yiheng Zhang
Ting Yao
Zhaofan Qiu
Tao Mei
SSeg
105
24
0
27 Jul 2022
A Proper Orthogonal Decomposition approach for parameters reduction of
  Single Shot Detector networks
A Proper Orthogonal Decomposition approach for parameters reduction of Single Shot Detector networks
L. Meneghetti
N. Demo
G. Rozza
70
1
0
27 Jul 2022
Energy-efficient DNN Inference on Approximate Accelerators Through
  Formal Property Exploration
Energy-efficient DNN Inference on Approximate Accelerators Through Formal Property Exploration
Ourania Spantidi
Georgios Zervakis
Iraklis Anagnostopoulos
J. Henkel
48
5
0
25 Jul 2022
HouseX: A Fine-grained House Music Dataset and its Potential in the
  Music Industry
HouseX: A Fine-grained House Music Dataset and its Potential in the Music Industry
Xinyu Li
40
3
0
24 Jul 2022
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented
  Communications
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications
Deniz Gunduz
Zhijin Qin
Iñaki Estella Aguerri
Harpreet S. Dhillon
Zhaohui Yang
Aylin Yener
Kai‐Kit Wong
C. Chae
108
458
0
19 Jul 2022
RepBNN: towards a precise Binary Neural Network with Enhanced Feature
  Map via Repeating
RepBNN: towards a precise Binary Neural Network with Enhanced Feature Map via Repeating
Xulong Shi
Zhi Qi
Jiaxuan Cai
Keqi Fu
Yaru Zhao
Zan Li
Xuanyu Liu
Hao Liu
MQ
67
3
0
19 Jul 2022
ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for
  Open Compound Domain Adaptation in Semantic Segmentation
ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation
Fei Pan
S. Hur
Seokju Lee
Junsik Kim
In So Kweon
107
11
0
19 Jul 2022
Lightweight Vision Transformer with Cross Feature Attention
Lightweight Vision Transformer with Cross Feature Attention
Youpeng Zhao
Huadong Tang
Yingying Jiang
A. Yong
Qiang Wu
ViT
65
10
0
15 Jul 2022
Multi-Level Branched Regularization for Federated Learning
Multi-Level Branched Regularization for Federated Learning
Jinkyu Kim
Geeho Kim
Bohyung Han
FedML
85
56
0
14 Jul 2022
Imaging through the Atmosphere using Turbulence Mitigation Transformer
Imaging through the Atmosphere using Turbulence Mitigation Transformer
Xingguang Zhang
Zhiyuan Mao
Nicholas Chimitt
Stanley H. Chan
ViT
108
32
0
13 Jul 2022
Next-ViT: Next Generation Vision Transformer for Efficient Deployment in
  Realistic Industrial Scenarios
Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios
Jiashi Li
Xin Xia
W. Li
Huixia Li
Xing Wang
Xuefeng Xiao
Rui Wang
Min Zheng
Xin Pan
ViT
96
154
0
12 Jul 2022
Synergistic Self-supervised and Quantization Learning
Synergistic Self-supervised and Quantization Learning
Yunhao Cao
Peiqin Sun
Yechang Huang
Jianxin Wu
Shuchang Zhou
MQ
51
13
0
12 Jul 2022
Knowledge Condensation Distillation
Knowledge Condensation Distillation
Chenxin Li
Mingbao Lin
Zhiyuan Ding
Nie Lin
Yihong Zhuang
Yue Huang
Xinghao Ding
Liujuan Cao
88
28
0
12 Jul 2022
Photonic Reconfigurable Accelerators for Efficient Inference of CNNs
  with Mixed-Sized Tensors
Photonic Reconfigurable Accelerators for Efficient Inference of CNNs with Mixed-Sized Tensors
Sairam Sri Vatsavai
Ishan G. Thakkar
54
9
0
12 Jul 2022
Normalized Feature Distillation for Semantic Segmentation
Normalized Feature Distillation for Semantic Segmentation
Tao Liu
Xi Yang
Chenshu Chen
50
5
0
12 Jul 2022
A Secure Fingerprinting Framework for Distributed Image Classification
Guowen Xu
Xingshuo Han
Anguo Zhang
Tianwei Zhang
FedML
52
0
0
11 Jul 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for
  real-time object detectors
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
Chien-Yao Wang
Alexey Bochkovskiy
H. Liao
ObjD
179
6,637
0
06 Jul 2022
Divert More Attention to Vision-Language Tracking
Divert More Attention to Vision-Language Tracking
Mingzhe Guo
Zhipeng Zhang
Heng Fan
Li Jing
85
56
0
03 Jul 2022
Polarized Color Image Denoising using Pocoformer
Zhuoxiao Li
Hai-bo Jiang
Yinqiang Zheng
85
3
0
01 Jul 2022
Benchmarking the Robustness of Deep Neural Networks to Common
  Corruptions in Digital Pathology
Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology
Yunlong Zhang
Yuxuan Sun
Honglin Li
S. Zheng
Chenglu Zhu
Ling Yang
OOD
119
29
0
30 Jun 2022
Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems
Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems
Jiajia Guo
Chao-Kai Wen
Shi Jin
Geoffrey Ye Li
89
155
0
29 Jun 2022
Bag of Tricks for Long-Tail Visual Recognition of Animal Species in
  Camera-Trap Images
Bag of Tricks for Long-Tail Visual Recognition of Animal Species in Camera-Trap Images
Fagner Cunha
E. M. Santos
J. Colonna
148
16
0
24 Jun 2022
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for
  Mobile Vision Applications
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications
Muhammad Maaz
Abdelrahman M. Shaker
Hisham Cholakkal
Salman Khan
Syed Waqas Zamir
Rao Muhammad Anwer
Fahad Shahbaz Khan
ViT
125
203
0
21 Jun 2022
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