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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
PP-MobileSeg: Explore the Fast and Accurate Semantic Segmentation Model
  on Mobile Devices
PP-MobileSeg: Explore the Fast and Accurate Semantic Segmentation Model on Mobile Devices
Shiyu Tang
Ting Sun
Juncai Peng
Guowei Chen
Yuying Hao
Manhui Lin
Z. Xiao
Jiangbin You
Yi Liu
ViT
59
14
0
11 Apr 2023
SFT-KD-Recon: Learning a Student-friendly Teacher for Knowledge
  Distillation in Magnetic Resonance Image Reconstruction
SFT-KD-Recon: Learning a Student-friendly Teacher for Knowledge Distillation in Magnetic Resonance Image Reconstruction
NagaGayathri Matcha
Sriprabha Ramanarayanan
Mohammad Al Fahim
S. RahulG
Keerthi Ram
M. Sivaprakasam
76
2
0
11 Apr 2023
hist2RNA: An efficient deep learning architecture to predict gene
  expression from breast cancer histopathology images
hist2RNA: An efficient deep learning architecture to predict gene expression from breast cancer histopathology images
Raktim Kumar Mondol
Ewan K. A. Millar
Peter H. Graham
Lois Browne
Arcot Sowmya
Erik H. W. Meijering
70
36
0
10 Apr 2023
High-order Spatial Interactions Enhanced Lightweight Model for Optical
  Remote Sensing Image-based Small Ship Detection
High-order Spatial Interactions Enhanced Lightweight Model for Optical Remote Sensing Image-based Small Ship Detection
Y. Yin
Xu Cheng
Fan Shi
Xiufeng Liu
Huan Huo
Shengyong Chen
101
11
0
07 Apr 2023
PSLT: A Light-weight Vision Transformer with Ladder Self-Attention and
  Progressive Shift
PSLT: A Light-weight Vision Transformer with Ladder Self-Attention and Progressive Shift
Gaojie Wu
Weishi Zheng
Yutong Lu
Q. Tian
ViT
84
15
0
07 Apr 2023
TinyDet: Accurate Small Object Detection in Lightweight Generic
  Detectors
TinyDet: Accurate Small Object Detection in Lightweight Generic Detectors
Shaoyu Chen
Tianheng Cheng
Jiemin Fang
Qian Zhang
Yuan Li
Wenyu Liu
Xinggang Wang
ObjD
34
5
0
07 Apr 2023
RFAConv: Innovating Spatial Attention and Standard Convolutional
  Operation
RFAConv: Innovating Spatial Attention and Standard Convolutional Operation
Xinyu Zhang
Chen Liu
Degang Yang
Tingting Song
Yichen Ye
Ke Li
Ying Song
80
123
0
06 Apr 2023
Learning to Learn with Indispensable Connections
Learning to Learn with Indispensable Connections
Sambhavi Tiwari
Manas Gogoi
Shekhar Verma
Krishna Pratap Singh
CLL
78
1
0
06 Apr 2023
Progressive Channel-Shrinking Network
Progressive Channel-Shrinking Network
Jianhong Pan
Siyuan Yang
Lin Geng Foo
Qiuhong Ke
Hossein Rahmani
Zhipeng Fan
Jing Liu
34
1
0
01 Apr 2023
SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution
  Vision Transformer
SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer
Xuanyao Chen
Zhijian Liu
Haotian Tang
Li Yi
Hang Zhao
Song Han
ViT
211
48
0
30 Mar 2023
A Tensor-based Convolutional Neural Network for Small Dataset
  Classification
A Tensor-based Convolutional Neural Network for Small Dataset Classification
Zhenhua Chen
David J. Crandall
60
0
0
29 Mar 2023
InceptionNeXt: When Inception Meets ConvNeXt
InceptionNeXt: When Inception Meets ConvNeXt
Weihao Yu
Pan Zhou
Shuicheng Yan
Xinchao Wang
189
139
0
29 Mar 2023
System-status-aware Adaptive Network for Online Streaming Video
  Understanding
System-status-aware Adaptive Network for Online Streaming Video Understanding
Lin Geng Foo
Jia Gong
Zhipeng Fan
Jing Liu
AI4TS
73
15
0
28 Mar 2023
SwiftFormer: Efficient Additive Attention for Transformer-based
  Real-time Mobile Vision Applications
SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications
Abdelrahman M. Shaker
Muhammad Maaz
H. Rasheed
Salman Khan
Ming-Hsuan Yang
Fahad Shahbaz Khan
ViT
155
96
0
27 Mar 2023
Lightweight Estimation of Hand Mesh and Biomechanically Feasible
  Kinematic Parameters
Lightweight Estimation of Hand Mesh and Biomechanically Feasible Kinematic Parameters
Zhipeng Fan
Yao Wang
3DH
73
0
0
26 Mar 2023
Frame Flexible Network
Frame Flexible Network
Yitian Zhang
Yue Bai
Chang Liu
Huan Wang
Sheng Li
Yun Fu
37
4
0
26 Mar 2023
Adaptive Sparse Convolutional Networks with Global Context Enhancement
  for Faster Object Detection on Drone Images
Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone Images
Bowei Du
Yecheng Huang
Jiaxin Chen
Di Huang
81
73
0
25 Mar 2023
FastViT: A Fast Hybrid Vision Transformer using Structural
  Reparameterization
FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization
Pavan Kumar Anasosalu Vasu
J. Gabriel
Jeff J. Zhu
Oncel Tuzel
Anurag Ranjan
ViT
115
168
0
24 Mar 2023
SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced
  Classification in Pathology
SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology
Dinkar Juyal
S. Shingi
Syed Ashar Javed
Harshith Padigela
Chintan Shah
Anand Sampat
Archit Khosla
J. Abel
A. Taylor-Weiner
67
6
0
23 Mar 2023
From Knowledge Distillation to Self-Knowledge Distillation: A Unified
  Approach with Normalized Loss and Customized Soft Labels
From Knowledge Distillation to Self-Knowledge Distillation: A Unified Approach with Normalized Loss and Customized Soft Labels
Zhendong Yang
Ailing Zeng
Zhe Li
Tianke Zhang
Chun Yuan
Yu Li
107
80
0
23 Mar 2023
Dense Distinct Query for End-to-End Object Detection
Dense Distinct Query for End-to-End Object Detection
Shilong Zhang
Wang xinjiang
Jiaqi Wang
Jiangmiao Pang
Chengqi Lyu
Wenwei Zhang
Ping Luo
Kai-xiang Chen
132
135
0
22 Mar 2023
Edge Deep Learning Model Protection via Neuron Authorization
Edge Deep Learning Model Protection via Neuron Authorization
Jinyin Chen
Haibin Zheng
Tianming Liu
Rongchang Li
Yao Cheng
Xuhong Zhang
S. Ji
FedML
56
0
0
22 Mar 2023
Understanding the Role of the Projector in Knowledge Distillation
Understanding the Role of the Projector in Knowledge Distillation
Roy Miles
K. Mikolajczyk
115
25
0
20 Mar 2023
Enabling Voice-Accompanying Hand-to-Face Gesture Recognition with
  Cross-Device Sensing
Enabling Voice-Accompanying Hand-to-Face Gesture Recognition with Cross-Device Sensing
Zisu Li
Cheng Liang
Yuntao wang
Yue Qin
Chun Yu
Yukang Yan
Mingming Fan
Yuanchun Shi
43
13
0
18 Mar 2023
DC-CCL: Device-Cloud Collaborative Controlled Learning for Large Vision
  Models
DC-CCL: Device-Cloud Collaborative Controlled Learning for Large Vision Models
Yucheng Ding
Chaoyue Niu
Fan Wu
Shaojie Tang
Chengfei Lyu
Guihai Chen
68
6
0
18 Mar 2023
Mobiprox: Supporting Dynamic Approximate Computing on Mobiles
Mobiprox: Supporting Dynamic Approximate Computing on Mobiles
Matevz Fabjancic
O. Machidon
Hashim Sharif
Yifan Zhao
Sasa Misailovic
V. Pejović
80
2
0
16 Mar 2023
Gated Compression Layers for Efficient Always-On Models
Gated Compression Layers for Efficient Always-On Models
Haiguang Li
T. Thormundsson
I. Poupyrev
N. Gillian
76
2
0
15 Mar 2023
Feature representations useful for predicting image memorability
Feature representations useful for predicting image memorability
Takumi Harada
Hiroyuki Sakai
36
1
0
14 Mar 2023
AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse
  Edge Environments
AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments
Hao Wen
Yuanchun Li
Zunshuai Zhang
Shiqi Jiang
Xiaozhou Ye
Ouyang Ye
Yaqin Zhang
Yunxin Liu
140
33
0
13 Mar 2023
The challenge of representation learning: Improved accuracy in deep
  vision models does not come with better predictions of perceptual similarity
The challenge of representation learning: Improved accuracy in deep vision models does not come with better predictions of perceptual similarity
F. Günther
Marco Marelli
M. Petilli
SSL
46
0
0
13 Mar 2023
Bag of Tricks with Quantized Convolutional Neural Networks for image
  classification
Bag of Tricks with Quantized Convolutional Neural Networks for image classification
Jie Hu
Mengze Zeng
Enhua Wu
MQ
57
2
0
13 Mar 2023
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented,
  Temporal and Depth-aware design
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design
F. M. Barbosa
Fernando Santos Osório
62
2
0
08 Mar 2023
PSDNet: Determination of Particle Size Distributions Using Synthetic
  Soil Images and Convolutional Neural Networks
PSDNet: Determination of Particle Size Distributions Using Synthetic Soil Images and Convolutional Neural Networks
javad Manashti
Pouyan Pirnia
Alireza Manashty
Sahar Ujan
Matthew Toews
Franccois Duhaime
25
2
0
07 Mar 2023
Comparing PSDNet, pretrained networks, and traditional feature
  extraction for predicting the particle size distribution of granular
  materials from photographs
Comparing PSDNet, pretrained networks, and traditional feature extraction for predicting the particle size distribution of granular materials from photographs
javad Manashti
Franccois Duhaime
Matthew Toews
Pouyan Pirnia
Jn Kinsonn Telcy
3DPC
50
0
0
07 Mar 2023
Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks
Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks
Jierun Chen
Shiu-hong Kao
Hao He
Weipeng Zhuo
Song Wen
Chul-Ho Lee
Shueng-Han Gary Chan
OOD
122
875
0
07 Mar 2023
Filter Pruning based on Information Capacity and Independence
Filter Pruning based on Information Capacity and Independence
Xiaolong Tang
Shuo Ye
Yufeng Shi
Tianheng Hu
Qinmu Peng
Xinge You
VLM
66
1
0
07 Mar 2023
Distilling Multi-Level X-vector Knowledge for Small-footprint Speaker
  Verification
Distilling Multi-Level X-vector Knowledge for Small-footprint Speaker Verification
Xuechen Liu
Md. Sahidullah
Tomi Kinnunen
128
4
0
02 Mar 2023
Neural Video Compression with Diverse Contexts
Neural Video Compression with Diverse Contexts
Jiahao Li
Bin Li
Yan Lu
123
155
0
28 Feb 2023
DFSNet: A Steerable Neural Beamformer Invariant to Microphone Array
  Configuration for Real-Time, Low-Latency Speech Enhancement
DFSNet: A Steerable Neural Beamformer Invariant to Microphone Array Configuration for Real-Time, Low-Latency Speech Enhancement
A. Kovalyov
Kashyap Patel
Issa Panahi
68
4
0
26 Feb 2023
Dermatological Diagnosis Explainability Benchmark for Convolutional
  Neural Networks
Dermatological Diagnosis Explainability Benchmark for Convolutional Neural Networks
Raluca Jalaboi
Ole Winther
A. Galimzianova
FAtt
48
1
0
23 Feb 2023
LightCTS: A Lightweight Framework for Correlated Time Series Forecasting
LightCTS: A Lightweight Framework for Correlated Time Series Forecasting
Zhichen Lai
Dalin Zhang
Huan Li
Christian S. Jensen
Hua Lu
Yan Zhao
AI4TS
65
32
0
23 Feb 2023
SF2Former: Amyotrophic Lateral Sclerosis Identification From
  Multi-center MRI Data Using Spatial and Frequency Fusion Transformer
SF2Former: Amyotrophic Lateral Sclerosis Identification From Multi-center MRI Data Using Spatial and Frequency Fusion Transformer
Rafsanjany Kushol
Collin C. Luk
Avyarthana Dey
M. Benatar
H. Briemberg
...
R. Welsh
A. Wilman
L. Zinman
S. Kalra
Yee-Hong Yang
MedIm
51
11
0
21 Feb 2023
MedViT: A Robust Vision Transformer for Generalized Medical Image
  Classification
MedViT: A Robust Vision Transformer for Generalized Medical Image Classification
Omid Nejati Manzari
Hamid Ahmadabadi
Hossein Kashiani
S. B. Shokouhi
Ahmad Ayatollahi
ViTMedIm
121
201
0
19 Feb 2023
Deep Learning for Event-based Vision: A Comprehensive Survey and
  Benchmarks
Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks
Xueye Zheng
Yexin Liu
Yunfan Lu
Tongyan Hua
Tianbo Pan
Weiming Zhang
Dacheng Tao
Lin Wang
AI4TSBDL3DV
108
90
0
17 Feb 2023
TFormer: A Transmission-Friendly ViT Model for IoT Devices
TFormer: A Transmission-Friendly ViT Model for IoT Devices
Zhichao Lu
Chuntao Ding
Felix Juefei Xu
Vishnu Boddeti
Shangguang Wang
Yun Yang
75
17
0
15 Feb 2023
EdgeYOLO: An Edge-Real-Time Object Detector
EdgeYOLO: An Edge-Real-Time Object Detector
Shihan Liu
Junli Zha
Jian Sun
Zhuoao Li
G. Wang
ObjD
79
31
0
15 Feb 2023
SCONNA: A Stochastic Computing Based Optical Accelerator for Ultra-Fast,
  Energy-Efficient Inference of Integer-Quantized CNNs
SCONNA: A Stochastic Computing Based Optical Accelerator for Ultra-Fast, Energy-Efficient Inference of Integer-Quantized CNNs
Sairam Sri Vatsavai
Venkata Sai Praneeth Karempudi
Ishan G. Thakkar
S. A. Salehi
J. Hastings
56
9
0
14 Feb 2023
The Framework Tax: Disparities Between Inference Efficiency in NLP
  Research and Deployment
The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment
Jared Fernandez
Jacob Kahn
Clara Na
Yonatan Bisk
Emma Strubell
FedML
89
11
0
13 Feb 2023
Operation-level Progressive Differentiable Architecture Search
Operation-level Progressive Differentiable Architecture Search
Xunyu Zhu
Jian Li
Yong Liu
Weiping Wang
103
6
0
11 Feb 2023
Improving Differentiable Architecture Search via Self-Distillation
Improving Differentiable Architecture Search via Self-Distillation
Xunyu Zhu
Jian Li
Yong Liu
Weiping Wang
99
8
0
11 Feb 2023
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