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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
Efficient Online Processing with Deep Neural Networks
Efficient Online Processing with Deep Neural Networks
Lukas Hedegaard
54
0
0
23 Jun 2023
Explainable Lifelong Stream Learning Based on "Glocal" Pairwise Fusion
Explainable Lifelong Stream Learning Based on "Glocal" Pairwise Fusion
C. K. Loo
W. S. Liew
S. Wermter
CLL
40
0
0
23 Jun 2023
Unfolding Framework with Prior of Convolution-Transformer Mixture and
  Uncertainty Estimation for Video Snapshot Compressive Imaging
Unfolding Framework with Prior of Convolution-Transformer Mixture and Uncertainty Estimation for Video Snapshot Compressive Imaging
Siming Zheng
Xin Yuan
ViTMedIm
53
5
0
20 Jun 2023
Dynamic Perceiver for Efficient Visual Recognition
Dynamic Perceiver for Efficient Visual Recognition
Yizeng Han
Dongchen Han
Zeyu Liu
Yulin Wang
Xuran Pan
Yifan Pu
Chaorui Deng
Junlan Feng
S. Song
Gao Huang
108
30
0
20 Jun 2023
FalconNet: Factorization for the Light-weight ConvNets
FalconNet: Factorization for the Light-weight ConvNets
Zhicheng Cai
Qiu Shen
123
14
0
10 Jun 2023
A Large-Scale Analysis on Self-Supervised Video Representation Learning
A Large-Scale Analysis on Self-Supervised Video Representation Learning
Akash Kumar
Ashlesha Kumar
Vibhav Vineet
Yogesh S Rawat
SSL
90
3
0
09 Jun 2023
LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and
  Edge Platforms
LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and Edge Platforms
Shahzaib Iqbal
Tariq Mahmood Khan
Syed S. Naqvi
Muhammad Usman
Imran Razzak
58
1
0
09 Jun 2023
Domestic Activities Classification from Audio Recordings Using
  Multi-scale Dilated Depthwise Separable Convolutional Network
Domestic Activities Classification from Audio Recordings Using Multi-scale Dilated Depthwise Separable Convolutional Network
Yukun Zeng
Yanxiong Li
Zhenfeng Zhou
Ruiqi Wang
Difeng Lu
60
6
0
09 Jun 2023
Beyond Probability Partitions: Calibrating Neural Networks with Semantic
  Aware Grouping
Beyond Probability Partitions: Calibrating Neural Networks with Semantic Aware Grouping
Jia-Qi Yang
De-Chuan Zhan
Le Gan
UQCV
63
5
0
08 Jun 2023
On the Joint Interaction of Models, Data, and Features
On the Joint Interaction of Models, Data, and Features
Yiding Jiang
Christina Baek
J. Zico Kolter
FedML
54
4
0
07 Jun 2023
Object Detection with Transformers: A Review
Object Detection with Transformers: A Review
Tahira Shehzadi
K. Hashmi
D. Stricker
Muhammad Zeshan Afzal
ViTMU
102
29
0
07 Jun 2023
Efficient Vision Transformer for Human Pose Estimation via Patch
  Selection
Efficient Vision Transformer for Human Pose Estimation via Patch Selection
K. A. Kinfu
René Vidal
ViT
77
4
0
07 Jun 2023
Cross-LKTCN: Modern Convolution Utilizing Cross-Variable Dependency for
  Multivariate Time Series Forecasting Dependency for Multivariate Time Series
  Forecasting
Cross-LKTCN: Modern Convolution Utilizing Cross-Variable Dependency for Multivariate Time Series Forecasting Dependency for Multivariate Time Series Forecasting
Donghao Luo
Xue Wang
BDLAI4TS
82
2
0
04 Jun 2023
Cross-CBAM: A Lightweight network for Scene Segmentation
Cross-CBAM: A Lightweight network for Scene Segmentation
Zheng Zhang
Zhenhao Xu
Xingsheng Gu
Juan Xiong
62
3
0
04 Jun 2023
CVSNet: A Computer Implementation for Central Visual System of The Brain
CVSNet: A Computer Implementation for Central Visual System of The Brain
Ruimin Gao
Hao-Li Zou
Zhekai Duan
75
3
0
31 May 2023
ShuffleMix: Improving Representations via Channel-Wise Shuffle of
  Interpolated Hidden States
ShuffleMix: Improving Representations via Channel-Wise Shuffle of Interpolated Hidden States
Kang Liu
Ke Chen
Lihua Guo
Yaowei Wang
Kui Jia
82
0
0
30 May 2023
Caterpillar: A Pure-MLP Architecture with Shifted-Pillars-Concatenation
Caterpillar: A Pure-MLP Architecture with Shifted-Pillars-Concatenation
J. Sun
Xiaoshuang Shi
Zhiyuan Weng
Kaidi Xu
Jikang Cheng
Xiao-lan Zhu
MLLM
70
2
0
28 May 2023
Improving Knowledge Distillation via Regularizing Feature Norm and
  Direction
Improving Knowledge Distillation via Regularizing Feature Norm and Direction
Yuzhu Wang
Lechao Cheng
Manni Duan
Yongheng Wang
Zunlei Feng
Shu Kong
95
22
0
26 May 2023
Gender, Smoking History and Age Prediction from Laryngeal Images
Gender, Smoking History and Age Prediction from Laryngeal Images
Tianxiao Zhang
A. Bur
Shannon M. Kraft
Hannah Kavookjian
Bryan Renslo
Xiangyu Chen
Bo Luo
Guanghui Wang
68
7
0
26 May 2023
FSD: Fully-Specialized Detector via Neural Architecture Search
FSD: Fully-Specialized Detector via Neural Architecture Search
Zhe Huang
Yudian Li
ObjD
36
1
0
26 May 2023
Frame-Event Alignment and Fusion Network for High Frame Rate Tracking
Frame-Event Alignment and Fusion Network for High Frame Rate Tracking
Jiqing Zhang
Yuanchen Wang
Wenxi Liu
Meng Li
Jinpeng Bai
Baocai Yin
Xin Yang
105
39
0
25 May 2023
Layer-adaptive Structured Pruning Guided by Latency
Layer-adaptive Structured Pruning Guided by Latency
Siyuan Pan
Linna Zhang
Jie Zhang
Xiaoshuang Li
Liang Hou
Xiaobing Tu
54
0
0
23 May 2023
Flare-Aware Cross-modal Enhancement Network for Multi-spectral Vehicle
  Re-identification
Flare-Aware Cross-modal Enhancement Network for Multi-spectral Vehicle Re-identification
A. Zheng
Zhiqi Ma
Zi Wang
Chenglong Li
124
3
0
23 May 2023
JetSeg: Efficient Real-Time Semantic Segmentation Model for Low-Power
  GPU-Embedded Systems
JetSeg: Efficient Real-Time Semantic Segmentation Model for Low-Power GPU-Embedded Systems
Miguel Lopez-Montiel
Daniel Alejandro Lopez
Oscar Montiel
VLMSSeg
74
0
0
19 May 2023
Student-friendly Knowledge Distillation
Student-friendly Knowledge Distillation
Mengyang Yuan
Bo Lang
Fengnan Quan
92
21
0
18 May 2023
Binarized Spectral Compressive Imaging
Binarized Spectral Compressive Imaging
Yuan-Yuan Cai
Yuxing Zheng
Jing Lin
X. Yuan
Yulun Zhang
Haoqian Wang
141
25
0
17 May 2023
Lightweight Delivery Detection on Doorbell Cameras
Lightweight Delivery Detection on Doorbell Cameras
Pirazh Khorramshahi
Zhe Wu
Tianchen Wang
Luke Deluccia
Hongcheng Wang
61
0
0
13 May 2023
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group
  Attention
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention
Xinyu Liu
Houwen Peng
Ningxin Zheng
Yuqing Yang
Han Hu
Yixuan Yuan
ViT
93
315
0
11 May 2023
Context-Aware Chart Element Detection
Context-Aware Chart Element Detection
Pengyu Yan
Saleem Ahmed
David Doermann
29
5
0
07 May 2023
Evolution under Length Constraints for CNN Architecture design
Evolution under Length Constraints for CNN Architecture design
Ousmane Youme
J. Dembele
E. C. Ezin
C. Cambier
3DV
61
1
0
05 May 2023
FR-Net:A Light-weight FFT Residual Net For Gaze Estimation
FR-Net:A Light-weight FFT Residual Net For Gaze Estimation
Tao Xu
Borimandafu Wu
Ruilong Fan
Yun Zhou
Di Huang
69
2
0
04 May 2023
Cuttlefish: Low-Rank Model Training without All the Tuning
Cuttlefish: Low-Rank Model Training without All the Tuning
Hongyi Wang
Saurabh Agarwal
Pongsakorn U-chupala
Yoshiki Tanaka
Eric P. Xing
Dimitris Papailiopoulos
OffRL
154
23
0
04 May 2023
Stimulative Training++: Go Beyond The Performance Limits of Residual
  Networks
Stimulative Training++: Go Beyond The Performance Limits of Residual Networks
XinYu Piao
Tong He
DoangJoo Synn
Baopu Li
Tao Chen
Lei Bai
Jong-Kook Kim
89
4
0
04 May 2023
A Lightweight CNN-Transformer Model for Learning Traveling Salesman
  Problems
A Lightweight CNN-Transformer Model for Learning Traveling Salesman Problems
Minseop Jung
Jaeseung Lee
Jibum Kim
ViT
54
12
0
03 May 2023
File Fragment Classification using Light-Weight Convolutional Neural
  Networks
File Fragment Classification using Light-Weight Convolutional Neural Networks
Mustafa Ghaleb
K. Saaim
Muhamad Felemban
S. Al-Saleh
Ahmad S. Al-Mulhem
69
1
0
01 May 2023
Consolidator: Mergeable Adapter with Grouped Connections for Visual
  Adaptation
Consolidator: Mergeable Adapter with Grouped Connections for Visual Adaptation
Tianxiang Hao
Hui Chen
Yuchen Guo
Guiguang Ding
132
16
0
30 Apr 2023
Class Attention Transfer Based Knowledge Distillation
Class Attention Transfer Based Knowledge Distillation
Ziyao Guo
Haonan Yan
Hui Li
Xiao-La Lin
62
69
0
25 Apr 2023
Model Conversion via Differentially Private Data-Free Distillation
Model Conversion via Differentially Private Data-Free Distillation
Bochao Liu
Pengju Wang
Shikun Li
Dan Zeng
Shiming Ge
FedML
55
3
0
25 Apr 2023
Improving Knowledge Distillation via Transferring Learning Ability
Improving Knowledge Distillation via Transferring Learning Ability
Long Liu
Tong Li
Hui Cheng
15
1
0
24 Apr 2023
Function-Consistent Feature Distillation
Function-Consistent Feature Distillation
Dongyang Liu
Meina Kan
Shiguang Shan
Xilin Chen
110
19
0
24 Apr 2023
The Case for Hierarchical Deep Learning Inference at the Network Edge
The Case for Hierarchical Deep Learning Inference at the Network Edge
Ghina Al-Atat
Andrea Fresa
Adarsh Prasad Behera
Vishnu Narayanan Moothedath
James Gross
J. Champati
71
8
0
23 Apr 2023
eWaSR -- an embedded-compute-ready maritime obstacle detection network
eWaSR -- an embedded-compute-ready maritime obstacle detection network
Matija Tersek
Lojze Žust
Matej Kristan
71
10
0
21 Apr 2023
Can GPT-4 Perform Neural Architecture Search?
Can GPT-4 Perform Neural Architecture Search?
Mingkai Zheng
Xiu Su
Shan You
Fei Wang
Chao Qian
Chang Xu
Samuel Albanie
ELM
124
59
0
21 Apr 2023
Knowledge Distillation Under Ideal Joint Classifier Assumption
Knowledge Distillation Under Ideal Joint Classifier Assumption
Huayu Li
Xiwen Chen
G. Ditzler
Janet Roveda
Ao Li
42
1
0
19 Apr 2023
Adaptive Scheduling for Edge-Assisted DNN Serving
Adaptive Scheduling for Edge-Assisted DNN Serving
Jian He
Chen-Shun Yang
Zhaoyuan He
Ghufran Baig
L. Qiu
36
0
0
19 Apr 2023
Understand Data Preprocessing for Effective End-to-End Training of Deep
  Neural Networks
Understand Data Preprocessing for Effective End-to-End Training of Deep Neural Networks
Ping Gong
Yuxin Ma
Cheng-rong Li
Xiaosong Ma
S. Noh
49
2
0
18 Apr 2023
Deep Collective Knowledge Distillation
Deep Collective Knowledge Distillation
Jihyeon Seo
Kyusam Oh
Chanho Min
Yongkeun Yun
Sungwoo Cho
29
0
0
18 Apr 2023
LTC-SE: Expanding the Potential of Liquid Time-Constant Neural Networks
  for Scalable AI and Embedded Systems
LTC-SE: Expanding the Potential of Liquid Time-Constant Neural Networks for Scalable AI and Embedded Systems
Michael Bidollahkhani
Ferhat Atasoy
H. Abdellatef
AI4TS
12
10
0
18 Apr 2023
Boosting Convolutional Neural Networks with Middle Spectrum Grouped
  Convolution
Boosting Convolutional Neural Networks with Middle Spectrum Grouped Convolution
Z. Su
Jiehua Zhang
Tianpeng Liu
Zhen Liu
Shuanghui Zhang
M. Pietikäinen
Li Liu
57
2
0
13 Apr 2023
Dynamic Mobile-Former: Strengthening Dynamic Convolution with Attention
  and Residual Connection in Kernel Space
Dynamic Mobile-Former: Strengthening Dynamic Convolution with Attention and Residual Connection in Kernel Space
Seokju Yun
Youngmin Ro
ViT
54
2
0
13 Apr 2023
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