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MobileNetV2: Inverted Residuals and Linear Bottlenecks
v1v2v3v4 (latest)

MobileNetV2: Inverted Residuals and Linear Bottlenecks

13 January 2018
Mark Sandler
Andrew G. Howard
Menglong Zhu
A. Zhmoginov
Liang-Chieh Chen
ArXiv (abs)PDFHTML

Papers citing "MobileNetV2: Inverted Residuals and Linear Bottlenecks"

50 / 4,667 papers shown
Title
AirFace: Lightweight and Efficient Model for Face Recognition
AirFace: Lightweight and Efficient Model for Face Recognition
Xianyang Li
Feng Wang
Qinghao Hu
Cong Leng
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31
0
29 Jul 2019
Enforcing geometric constraints of virtual normal for depth prediction
Enforcing geometric constraints of virtual normal for depth prediction
Wei Yin
Yifan Liu
Chunhua Shen
Youliang Yan
3DVMDE
127
432
0
29 Jul 2019
Learning Instance-wise Sparsity for Accelerating Deep Models
Learning Instance-wise Sparsity for Accelerating Deep Models
Chuanjian Liu
Yunhe Wang
Kai Han
Chunjing Xu
Chang Xu
75
27
0
27 Jul 2019
Memory- and Communication-Aware Model Compression for Distributed Deep
  Learning Inference on IoT
Memory- and Communication-Aware Model Compression for Distributed Deep Learning Inference on IoT
Kartikeya Bhardwaj
Chingyi Lin
A. L. Sartor
R. Marculescu
GNN
63
54
0
26 Jul 2019
Context-Integrated and Feature-Refined Network for Lightweight Object
  Parsing
Context-Integrated and Feature-Refined Network for Lightweight Object Parsing
Bin Jiang
Wenxuan Tu
Chao Yang
Junsong Yuan
ObjDVOS
124
17
0
26 Jul 2019
Exploiting the Redundancy in Convolutional Filters for Parameter
  Reduction
Exploiting the Redundancy in Convolutional Filters for Parameter Reduction
Kumara Kahatapitiya
Ranga Rodrigo
25
0
0
26 Jul 2019
Cross Attention Network for Semantic Segmentation
Cross Attention Network for Semantic Segmentation
Mengyu Liu
Hujun Yin
3DPCSSeg
62
18
0
25 Jul 2019
From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth
  Estimation
From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation
Jin Han Lee
Myung-Kyu Han
D. W. Ko
I. Suh
3DVMDE
196
683
0
24 Jul 2019
RRNet: Repetition-Reduction Network for Energy Efficient Decoder of
  Depth Estimation
RRNet: Repetition-Reduction Network for Energy Efficient Decoder of Depth Estimation
Sangyun Oh
Hye-Jin S. Kim
Jongeun Lee
Junmo Kim
3DVOffRL
76
1
0
23 Jul 2019
Similarity-Preserving Knowledge Distillation
Similarity-Preserving Knowledge Distillation
Frederick Tung
Greg Mori
134
985
0
23 Jul 2019
MixConv: Mixed Depthwise Convolutional Kernels
MixConv: Mixed Depthwise Convolutional Kernels
Mingxing Tan
Quoc V. Le
116
381
0
22 Jul 2019
Green AI
Green AI
Roy Schwartz
Jesse Dodge
Noah A. Smith
Oren Etzioni
143
1,164
0
22 Jul 2019
Open DNN Box by Power Side-Channel Attack
Open DNN Box by Power Side-Channel Attack
Yun Xiang
Zhuangzhi Chen
Zuohui Chen
Zebin Fang
Haiyang Hao
Jinyin Chen
Yi Liu
Zhefu Wu
Qi Xuan
Xiaoniu Yang
AAML
72
90
0
21 Jul 2019
Post-synaptic potential regularization has potential
Post-synaptic potential regularization has potential
Enzo Tartaglione
Daniele Perlo
Marco Grangetto
BDLAAML
48
6
0
19 Jul 2019
News Cover Assessment via Multi-task Learning
News Cover Assessment via Multi-task Learning
Zixun Sun
Shuang Zhao
Chengwei Zhu
Xiao Chen
18
0
0
17 Jul 2019
Style Transfer Applied to Face Liveness Detection with User-Centered
  Models
Style Transfer Applied to Face Liveness Detection with User-Centered Models
R. IsraelA.Laurensi
Luciana Trinkaus Menon
N. ManoelCamilloO.Penna
Alessandro Lameiras Koerich
A. Britto
CVBM
42
5
0
16 Jul 2019
Efficient Segmentation: Learning Downsampling Near Semantic Boundaries
Efficient Segmentation: Learning Downsampling Near Semantic Boundaries
D. Marin
Zijian He
Peter Vajda
Priyam Chatterjee
Sam S. Tsai
Fei Yang
Yuri Boykov
SSeg
54
87
0
16 Jul 2019
An Inter-Layer Weight Prediction and Quantization for Deep Neural
  Networks based on a Smoothly Varying Weight Hypothesis
An Inter-Layer Weight Prediction and Quantization for Deep Neural Networks based on a Smoothly Varying Weight Hypothesis
Kang-Ho Lee
Joonhyun Jeong
Sung-Ho Bae
61
4
0
16 Jul 2019
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and
  Large-Scale Benchmarks
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks
Deng-Ping Fan
Zheng Lin
Jiaxing Zhao
Yun-Hai Liu
Zhao Zhang
Qibin Hou
Menglong Zhu
Ming-Ming Cheng
93
527
0
15 Jul 2019
Padé Activation Units: End-to-end Learning of Flexible Activation
  Functions in Deep Networks
Padé Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks
Alejandro Molina
P. Schramowski
Kristian Kersting
ODL
54
82
0
15 Jul 2019
Multimodal deep networks for text and image-based document
  classification
Multimodal deep networks for text and image-based document classification
Nicolas Audebert
Catherine Herold
K. Slimani
Cédric Vidal
70
98
0
15 Jul 2019
S&CNet: Monocular Depth Completion for Autonomous Systems and 3D
  Reconstruction
S&CNet: Monocular Depth Completion for Autonomous Systems and 3D Reconstruction
Lei Zhang
Weihai Chen
Chao Hu
Xingming Wu
Zhengguo Li
3DPC3DVMDE
31
0
0
13 Jul 2019
ACTNET: end-to-end learning of feature activations and multi-stream
  aggregation for effective instance image retrieval
ACTNET: end-to-end learning of feature activations and multi-stream aggregation for effective instance image retrieval
S. Husain
Eng-Jon Ong
M. Bober
41
24
0
12 Jul 2019
PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture
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PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search
Yuhui Xu
Lingxi Xie
Xiaopeng Zhang
Xin Chen
Guo-Jun Qi
Qi Tian
H. Xiong
151
612
0
12 Jul 2019
And the Bit Goes Down: Revisiting the Quantization of Neural Networks
And the Bit Goes Down: Revisiting the Quantization of Neural Networks
Pierre Stock
Armand Joulin
Rémi Gribonval
Benjamin Graham
Hervé Jégou
MQ
120
149
0
12 Jul 2019
VarGNet: Variable Group Convolutional Neural Network for Efficient
  Embedded Computing
VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded Computing
Qian Zhang
Jianjun Li
Meng Yao
Liangchen Song
Helong Zhou
Zhichao Li
Wenming Meng
Xuezhi Zhang
Guoli Wang
83
22
0
12 Jul 2019
Neural Epitome Search for Architecture-Agnostic Network Compression
Neural Epitome Search for Architecture-Agnostic Network Compression
Daquan Zhou
Xiaojie Jin
Qibin Hou
Kaixin Wang
Jianchao Yang
Jiashi Feng
91
13
0
12 Jul 2019
Hybrid Residual Attention Network for Single Image Super Resolution
Hybrid Residual Attention Network for Single Image Super Resolution
Abdul Muqeet
Md. Tauhid Bin Iqbal
Sung-Ho Bae
SupR
85
37
0
11 Jul 2019
BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs
BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs
Valentin Bazarevsky
Y. Kartynnik
Andrey Vakunov
Karthik Raveendran
Matthias Grundmann
3DHCVBM
102
302
0
11 Jul 2019
A Survey of Deep Learning-based Object Detection
A Survey of Deep Learning-based Object Detection
L. Jiao
Fan Zhang
Fang Liu
Shuyuan Yang
Lingling Li
Zhixi Feng
Rong Qu
ObjD
131
973
0
11 Jul 2019
Preferences Prediction using a Gallery of Mobile Device based on Scene
  Recognition and Object Detection
Preferences Prediction using a Gallery of Mobile Device based on Scene Recognition and Object Detection
Andrey V. Savchenko
K. Demochkin
I. Grechikhin
44
23
0
10 Jul 2019
Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches
Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches
Vincenzo Lomonaco
Davide Maltoni
Lorenzo Pellegrini
CLLVLM
103
67
0
08 Jul 2019
Point-Voxel CNN for Efficient 3D Deep Learning
Point-Voxel CNN for Efficient 3D Deep Learning
Zhijian Liu
Haotian Tang
Chengyue Wu
Song Han
3DPC
172
677
0
08 Jul 2019
Adaptive Weighting Depth-variant Deconvolution of Fluorescence
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Adaptive Weighting Depth-variant Deconvolution of Fluorescence Microscopy Images with Convolutional Neural Network
Da He
De Cai
Jiasheng Zhou
Jiajia Luo
Sung-Liang Chen
MDE
23
2
0
07 Jul 2019
EPNAS: Efficient Progressive Neural Architecture Search
EPNAS: Efficient Progressive Neural Architecture Search
Yanqi Zhou
Peng Wang
Sercan O. Arik
Haonan Yu
Syed Zawad
Feng Yan
G. Diamos
47
5
0
07 Jul 2019
AutoCompress: An Automatic DNN Structured Pruning Framework for
  Ultra-High Compression Rates
AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates
Ning Liu
Xiaolong Ma
Zhiyuan Xu
Yanzhi Wang
Jian Tang
Jieping Ye
98
188
0
06 Jul 2019
Hardware/Software Co-Exploration of Neural Architectures
Hardware/Software Co-Exploration of Neural Architectures
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Lei Yang
E. Sha
Qingfeng Zhuge
Shouzhen Gu
Sakyasingha Dasgupta
Yiyu Shi
Jiaxi Hu
104
132
0
06 Jul 2019
Slim-CNN: A Light-Weight CNN for Face Attribute Prediction
Slim-CNN: A Light-Weight CNN for Face Attribute Prediction
A. Sharma
H. Foroosh
CVBM3DH
51
45
0
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The Indirect Convolution Algorithm
The Indirect Convolution Algorithm
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68
42
0
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Non-Structured DNN Weight Pruning -- Is It Beneficial in Any Platform?
Non-Structured DNN Weight Pruning -- Is It Beneficial in Any Platform?
Xiaolong Ma
Sheng Lin
Shaokai Ye
Zhezhi He
Linfeng Zhang
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Deliang Fan
Xuehai Qian
Xinyu Lin
Kaisheng Ma
Yanzhi Wang
MQ
132
93
0
03 Jul 2019
On-Device Neural Net Inference with Mobile GPUs
On-Device Neural Net Inference with Mobile GPUs
Juhyun Lee
Nikolay Chirkov
Ekaterina Ignasheva
Yury Pisarchyk
Mogan Shieh
F. Riccardi
Raman Sarokin
Andrei Kulik
Matthias Grundmann
BDL
97
88
0
03 Jul 2019
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural
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FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search
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Bo Zhang
Ruijun Xu
138
334
0
03 Jul 2019
Dynamic Face Video Segmentation via Reinforcement Learning
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Yujiang Wang
Mingzhi Dong
Jie Shen
Yang Wu
Shiyang Cheng
Maja Pantic
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77
22
0
02 Jul 2019
Single-Path Mobile AutoML: Efficient ConvNet Design and NAS
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Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization
Dimitrios Stamoulis
Ruizhou Ding
Di Wang
Dimitrios Lymberopoulos
B. Priyantha
Jie Liu
Diana Marculescu
62
34
0
01 Jul 2019
SLSNet: Skin lesion segmentation using a lightweight generative
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SLSNet: Skin lesion segmentation using a lightweight generative adversarial network
Md. Mostafa Kamal Sarker
Hatem A. Rashwan
Farhan Akram
V. Singh
Syeda Furruka Banu
...
Kabir Ahmed Choudhury
Sylvie Chambon
Petia Radeva
D. Puig
M. Abdel-Nasser
GANMedIm
71
28
0
01 Jul 2019
XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera
XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera
Dushyant Mehta
Oleksandr Sotnychenko
Franziska Mueller
Weipeng Xu
Mohamed A. Elgharib
Pascal Fua
Hans-Peter Seidel
Helge Rhodin
Gerard Pons-Moll
Christian Theobalt
3DH
105
173
0
01 Jul 2019
IDEAL-CITIES: A Trustworthy and Sustainable Framework for Circular Smart
  Cities
IDEAL-CITIES: A Trustworthy and Sustainable Framework for Circular Smart Cities
C. Angelopoulos
Vasilios Katos
Theodoros Kostoulas
A. Miaoudakis
N. Petroulakis
...
G. Morandi
K. Waledzik
Urszula Rak
M. Panayiotou
C. Tsatsoulis
20
8
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CaDIS: Cataract Dataset for Image Segmentation
CaDIS: Cataract Dataset for Image Segmentation
Félix Fuentes-Hurtado
Evangello Flouty
A. Kadkhodamohammadi
G. Quellec
H. Taleb
S. Barbarisi
Imanol Luengo
Danail Stoyanov
86
38
0
27 Jun 2019
Selection via Proxy: Efficient Data Selection for Deep Learning
Selection via Proxy: Efficient Data Selection for Deep Learning
Cody Coleman
Christopher Yeh
Stephen Mussmann
Baharan Mirzasoleiman
Peter Bailis
Percy Liang
J. Leskovec
Matei A. Zaharia
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351
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Densely Connected Search Space for More Flexible Neural Architecture
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Yuzhu Sun
Qian Zhang
Yuan Li
Wenyu Liu
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120
125
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