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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 / 1,497 papers shown
Title
Dive into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty
  Estimation for Facial Expression Recognition
Dive into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression Recognition
Jiahui She
Yibo Hu
Hailin Shi
Jun Wang
Qiu Shen
Tao Mei
95
193
0
01 Apr 2021
PointShuffleNet: Learning Non-Euclidean Features with Homotopy
  Equivalence and Mutual Information
PointShuffleNet: Learning Non-Euclidean Features with Homotopy Equivalence and Mutual Information
Linchao He
Mengting Luo
Dejun Zhang
Xiao Yang
Hu Chen
Yi Zhang
3DPC
43
0
0
31 Mar 2021
On the Adversarial Robustness of Vision Transformers
On the Adversarial Robustness of Vision Transformers
Rulin Shao
Zhouxing Shi
Jinfeng Yi
Pin-Yu Chen
Cho-Jui Hsieh
ViT
115
145
0
29 Mar 2021
Complementary Relation Contrastive Distillation
Complementary Relation Contrastive Distillation
Jinguo Zhu
Shixiang Tang
Dapeng Chen
Shijie Yu
Yakun Liu
A. Yang
M. Rong
Xiaohua Wang
77
80
0
29 Mar 2021
Imponderous Net for Facial Expression Recognition in the Wild
Imponderous Net for Facial Expression Recognition in the Wild
Darshan Gera
S. Balasubramanian
CVBM
33
1
0
28 Mar 2021
InversionNet3D: Efficient and Scalable Learning for 3D Full Waveform
  Inversion
InversionNet3D: Efficient and Scalable Learning for 3D Full Waveform Inversion
Qili Zeng
Shihang Feng
B. Wohlberg
Youzuo Lin
84
28
0
25 Mar 2021
Enabling Design Methodologies and Future Trends for Edge AI:
  Specialization and Co-design
Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design
Cong Hao
Jordan Dotzel
Jinjun Xiong
Luca Benini
Zhiru Zhang
Deming Chen
113
37
0
25 Mar 2021
Diverse Branch Block: Building a Convolution as an Inception-like Unit
Diverse Branch Block: Building a Convolution as an Inception-like Unit
Xiaohan Ding
Xinming Zhang
Jungong Han
Guiguang Ding
AI4CE
103
293
0
24 Mar 2021
Shift-and-Balance Attention
Shift-and-Balance Attention
Chunjie Luo
Jianfeng Zhan
Tianshu Hao
Lei Wang
Wanling Gao
43
1
0
24 Mar 2021
Student Network Learning via Evolutionary Knowledge Distillation
Student Network Learning via Evolutionary Knowledge Distillation
Kangkai Zhang
Chunhui Zhang
Shikun Li
Dan Zeng
Shiming Ge
77
85
0
23 Mar 2021
Learning Calibrated-Guidance for Object Detection in Aerial Images
Learning Calibrated-Guidance for Object Detection in Aerial Images
Zongqi Wei
Dong Liang
Dong Zhang
Liyan Zhang
Qixiang Geng
Mingqiang Wei
Huiyu Zhou
87
35
0
21 Mar 2021
Compacting Deep Neural Networks for Internet of Things: Methods and
  Applications
Compacting Deep Neural Networks for Internet of Things: Methods and Applications
Ke Zhang
Hanbo Ying
Hongning Dai
Lin Li
Yuangyuang Peng
Keyi Guo
Hongfang Yu
84
39
0
20 Mar 2021
NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex
  Action Recognition
NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition
Pengzhen Ren
Gang Xiao
Xiaojun Chang
Yun Xiao
Zhihui Li
Xiaojiang Chen
ViT
74
4
0
17 Mar 2021
Revisiting Dynamic Convolution via Matrix Decomposition
Revisiting Dynamic Convolution via Matrix Decomposition
Yunsheng Li
Yinpeng Chen
Xiyang Dai
Mengchen Liu
Dongdong Chen
Ye Yu
Lu Yuan
Zicheng Liu
Mei Chen
Nuno Vasconcelos
84
68
0
15 Mar 2021
Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge
  Distillation
Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation
Mingi Ji
Seungjae Shin
Seunghyun Hwang
Gibeom Park
Il-Chul Moon
60
124
0
15 Mar 2021
Interleaving Learning, with Application to Neural Architecture Search
Interleaving Learning, with Application to Neural Architecture Search
Hao Ban
P. Xie
68
2
0
12 Mar 2021
Learning by Teaching, with Application to Neural Architecture Search
Learning by Teaching, with Application to Neural Architecture Search
Parth Sheth
Yueyu Jiang
P. Xie
62
4
0
11 Mar 2021
Quantization-Guided Training for Compact TinyML Models
Quantization-Guided Training for Compact TinyML Models
Sedigh Ghamari
Koray Ozcan
Thu Dinh
A. Melnikov
Juan Carvajal
Jan Ernst
S. Chai
MQ
65
17
0
10 Mar 2021
A Study of Face Obfuscation in ImageNet
A Study of Face Obfuscation in ImageNet
Kaiyu Yang
Jacqueline Yau
Li Fei-Fei
Jia Deng
Olga Russakovsky
PICVCVBM
115
147
0
10 Mar 2021
FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation
FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation
Lingtong Kong
Chunhua Shen
Jie Yang
65
50
0
08 Mar 2021
Perception Framework through Real-Time Semantic Segmentation and Scene
  Recognition on a Wearable System for the Visually Impaired
Perception Framework through Real-Time Semantic Segmentation and Scene Recognition on a Wearable System for the Visually Impaired
Yingzhi Zhang
Haoye Chen
Kailun Yang
Jiaming Zhang
Rainer Stiefelhagen
59
6
0
06 Mar 2021
A Real-time Low-cost Artificial Intelligence System for Autonomous
  Spraying in Palm Plantations
A Real-time Low-cost Artificial Intelligence System for Autonomous Spraying in Palm Plantations
Zhenwang Qin
Wensheng Wang
K. Dammer
Leifeng Guo
Zhen Cao
62
5
0
06 Mar 2021
WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face
  Recognition
WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition
Zheng Zhu
Guan Huang
Jiankang Deng
Yun Ye
Junjie Huang
...
Jiagang Zhu
Tian Yang
Jiwen Lu
Dalong Du
Jie Zhou
CVBM
149
261
0
06 Mar 2021
CAM-GAN: Continual Adaptation Modules for Generative Adversarial
  Networks
CAM-GAN: Continual Adaptation Modules for Generative Adversarial Networks
Sakshi Varshney
Vinay Kumar Verma
K. SrijithP.
Lawrence Carin
Piyush Rai
GANCLL
69
21
0
06 Mar 2021
Environmental Sound Classification on the Edge: A Pipeline for Deep
  Acoustic Networks on Extremely Resource-Constrained Devices
Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices
Md Mohaimenuzzaman
Christoph Bergmeir
I. West
B. Meyer
150
43
0
05 Mar 2021
Medical Image Segmentation with Limited Supervision: A Review of Deep
  Network Models
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models
Jialin Peng
Ye Wang
VLM
110
60
0
28 Feb 2021
MixSearch: Searching for Domain Generalized Medical Image Segmentation
  Architectures
MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures
Luyan Liu
Zhiwei Wen
Songwei Liu
Hong-Yu Zhou
Hongwei Zhu
Weicheng Xie
Linlin Shen
Kai Ma
Yefeng Zheng
65
7
0
26 Feb 2021
Wirelessly Powered Federated Edge Learning: Optimal Tradeoffs Between
  Convergence and Power Transfer
Wirelessly Powered Federated Edge Learning: Optimal Tradeoffs Between Convergence and Power Transfer
Qunsong Zeng
Yuqing Du
Kaibin Huang
92
37
0
24 Feb 2021
HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search
HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search
Niv Nayman
Y. Aflalo
Asaf Noy
Lihi Zelnik-Manor
84
33
0
23 Feb 2021
Towards Accurate and Compact Architectures via Neural Architecture
  Transformer
Towards Accurate and Compact Architectures via Neural Architecture Transformer
Yong Guo
Yin Zheng
Mingkui Tan
Qi Chen
Zhipeng Li
Jian Chen
P. Zhao
Junzhou Huang
ViTMQ
57
38
0
20 Feb 2021
SiMaN: Sign-to-Magnitude Network Binarization
SiMaN: Sign-to-Magnitude Network Binarization
Mingbao Lin
Rongrong Ji
Zi-Han Xu
Baochang Zhang
Yong Li
Chia-Wen Lin
Ling Shao
AAMLMQ
93
28
0
16 Feb 2021
Learning Student-Friendly Teacher Networks for Knowledge Distillation
Learning Student-Friendly Teacher Networks for Knowledge Distillation
D. Park
Moonsu Cha
C. Jeong
Daesin Kim
Bohyung Han
196
101
0
12 Feb 2021
COVID-19 identification from volumetric chest CT scans using a
  progressively resized 3D-CNN incorporating segmentation, augmentation, and
  class-rebalancing
COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing
Md. Kamrul Hasan
Md. Tasnim Jawad
Kazi N. Hasan
Sajal Basak Partha
Md. Masum Al Masba
Shumit Saha
77
21
0
11 Feb 2021
End-to-End Deep Learning of Lane Detection and Path Prediction for
  Real-Time Autonomous Driving
End-to-End Deep Learning of Lane Detection and Path Prediction for Real-Time Autonomous Driving
Der-Hau Lee
Jinn-Liang Liu
UQCV
97
86
0
09 Feb 2021
TransReID: Transformer-based Object Re-Identification
TransReID: Transformer-based Object Re-Identification
Shuting He
Haowen Luo
Pichao Wang
F. Wang
Hao Li
Wei Jiang
ViT
288
827
0
08 Feb 2021
Topology-Aware Network Pruning using Multi-stage Graph Embedding and
  Reinforcement Learning
Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning
Sixing Yu
Arya Mazaheri
Ali Jannesari
92
40
0
05 Feb 2021
FedAUX: Leveraging Unlabeled Auxiliary Data in Federated Learning
FedAUX: Leveraging Unlabeled Auxiliary Data in Federated Learning
Felix Sattler
Tim Korjakow
R. Rischke
Wojciech Samek
FedML
73
117
0
04 Feb 2021
Deep CNNs for large scale species classification
Deep CNNs for large scale species classification
Raj Prateek Kosaraju
27
1
0
03 Feb 2021
TinyML for Ubiquitous Edge AI
TinyML for Ubiquitous Edge AI
S. Soro
51
38
0
02 Feb 2021
Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance
  Tradeoff Perspective
Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective
Helong Zhou
Liangchen Song
Jiajie Chen
Ye Zhou
Guoli Wang
Junsong Yuan
Qian Zhang
87
176
0
01 Feb 2021
SA-Net: Shuffle Attention for Deep Convolutional Neural Networks
SA-Net: Shuffle Attention for Deep Convolutional Neural Networks
Qing-Long Zhang
AI4TS
59
546
0
30 Jan 2021
Self-supervised Cross-silo Federated Neural Architecture Search
Self-supervised Cross-silo Federated Neural Architecture Search
Xinle Liang
Yang Liu
Jiahuan Luo
Yuanqin He
Tianjian Chen
Qiang Yang
FedML
151
18
0
28 Jan 2021
GhostSR: Learning Ghost Features for Efficient Image Super-Resolution
GhostSR: Learning Ghost Features for Efficient Image Super-Resolution
Ying Nie
Kai Han
Zhenhua Liu
Chunjing Xu
Yunhe Wang
OOD
114
24
0
21 Jan 2021
Multi-objective Search of Robust Neural Architectures against Multiple
  Types of Adversarial Attacks
Multi-objective Search of Robust Neural Architectures against Multiple Types of Adversarial Attacks
Jia-Wei Liu
Yaochu Jin
AAMLOOD
75
37
0
16 Jan 2021
Deep Dual-resolution Networks for Real-time and Accurate Semantic
  Segmentation of Road Scenes
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes
Yuanduo Hong
Huihui Pan
Weichao Sun
Yisong Jia
SSeg
239
271
0
15 Jan 2021
Fast Facial Landmark Detection and Applications: A Survey
Fast Facial Landmark Detection and Applications: A Survey
K. Khabarlak
L. Koriashkina
CVBM3DH
100
61
0
12 Jan 2021
RepVGG: Making VGG-style ConvNets Great Again
RepVGG: Making VGG-style ConvNets Great Again
Xiaohan Ding
Xinming Zhang
Ningning Ma
Jungong Han
Guiguang Ding
Jian Sun
310
1,627
0
11 Jan 2021
RegNet: Self-Regulated Network for Image Classification
RegNet: Self-Regulated Network for Image Classification
Jing Xu
Yu Pan
Xinglin Pan
Guosheng Lin
Zhang Yi
Zenglin Xu
73
133
0
03 Jan 2021
I/O Lower Bounds for Auto-tuning of Convolutions in CNNs
I/O Lower Bounds for Auto-tuning of Convolutions in CNNs
Xiaoyang Zhang
Junmin Xiao
Guangming Tan
55
9
0
31 Dec 2020
Kaleidoscope: An Efficient, Learnable Representation For All Structured
  Linear Maps
Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps
Tri Dao
N. Sohoni
Albert Gu
Matthew Eichhorn
Amit Blonder
Megan Leszczynski
Atri Rudra
Christopher Ré
90
49
0
29 Dec 2020
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