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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 / 4,663 papers shown
Title
K for the Price of 1: Parameter-efficient Multi-task and Transfer
  Learning
K for the Price of 1: Parameter-efficient Multi-task and Transfer Learning
Pramod Kaushik Mudrakarta
Mark Sandler
A. Zhmoginov
Andrew G. Howard
82
69
0
25 Oct 2018
Decoupling Semantic Context and Color Correlation with multi-class cross
  branch regularization
Decoupling Semantic Context and Color Correlation with multi-class cross branch regularization
Vishal Keshav
L. TejpratapG.V.S.
40
3
0
18 Oct 2018
EdgeSpeechNets: Highly Efficient Deep Neural Networks for Speech
  Recognition on the Edge
EdgeSpeechNets: Highly Efficient Deep Neural Networks for Speech Recognition on the Edge
Z. Q. Lin
A. Chung
A. Wong
74
35
0
18 Oct 2018
Quantization for Rapid Deployment of Deep Neural Networks
Quantization for Rapid Deployment of Deep Neural Networks
J. Lee
Sangwon Ha
Saerom Choi
Won-Jo Lee
Seungwon Lee
MQ
75
49
0
12 Oct 2018
2018 Low-Power Image Recognition Challenge
2018 Low-Power Image Recognition Challenge
S. Alyamkin
M. Ardi
Achille Brighton
Alexander C. Berg
Yiran Chen
...
George K. Thiruvathukal
Baiwu Zhang
Jingchi Zhang
Xiaopeng Zhang
Shaojie Zhuo
BDL
53
13
0
03 Oct 2018
A Robot Localization Framework Using CNNs for Object Detection and Pose
  Estimation
A Robot Localization Framework Using CNNs for Object Detection and Pose Estimation
Lukas Hoyer
Christoph Steup
Sanaz Mostaghim
20
5
0
03 Oct 2018
Simultaneously Optimizing Weight and Quantizer of Ternary Neural Network
  using Truncated Gaussian Approximation
Simultaneously Optimizing Weight and Quantizer of Ternary Neural Network using Truncated Gaussian Approximation
Zhezhi He
Deliang Fan
MQ
73
67
0
02 Oct 2018
Benchmark Analysis of Representative Deep Neural Network Architectures
Benchmark Analysis of Representative Deep Neural Network Architectures
Simone Bianco
Rémi Cadène
Luigi Celona
Paolo Napoletano
BDL
74
679
0
01 Oct 2018
A Problem Reduction Approach for Visual Relationships Detection
A Problem Reduction Approach for Visual Relationships Detection
Toshiyuki Fukuzawa
21
1
0
26 Sep 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for
  Speech Separation
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation
Yi Luo
N. Mesgarani
236
1,799
0
20 Sep 2018
Towards a Generic Diver-Following Algorithm: Balancing Robustness and
  Efficiency in Deep Visual Detection
Towards a Generic Diver-Following Algorithm: Balancing Robustness and Efficiency in Deep Visual Detection
M. Islam
Michael Fulton
Junaed Sattar
58
66
0
18 Sep 2018
Multimodal Trajectory Predictions for Autonomous Driving using Deep
  Convolutional Networks
Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks
Henggang Cui
Vladan Radosavljevic
Fang-Chieh Chou
Tsung-Han Lin
Thi Nguyen
Tzu-Kuo Huang
J. Schneider
Nemanja Djuric
100
618
0
18 Sep 2018
Deep Learning-based Image Super-Resolution Considering Quantitative and
  Perceptual Quality
Deep Learning-based Image Super-Resolution Considering Quantitative and Perceptual Quality
Jun-Ho Choi
Jun-Hyuk Kim
Manri Cheon
Jong-Seok Lee
SupR
49
40
0
13 Sep 2018
Searching for Efficient Multi-Scale Architectures for Dense Image
  Prediction
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction
Liang-Chieh Chen
Maxwell D. Collins
Yukun Zhu
George Papandreou
Barret Zoph
Florian Schroff
Hartwig Adam
Jonathon Shlens
3DV
94
412
0
11 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional
  Neural Networks
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks
Shivang Agarwal
Jean Ogier du Terrail
F. Jurie
ObjD
158
125
0
10 Sep 2018
ChannelNets: Compact and Efficient Convolutional Neural Networks via
  Channel-Wise Convolutions
ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions
Hongyang Gao
Zhengyang Wang
Shuiwang Ji
58
70
0
05 Sep 2018
Leveraging Deep Visual Descriptors for Hierarchical Efficient
  Localization
Leveraging Deep Visual Descriptors for Hierarchical Efficient Localization
Paul-Edouard Sarlin
Frédéric Debraine
Marcin Dymczyk
Roland Siegwart
Cesar Cadena
83
86
0
04 Sep 2018
Towards Efficient Convolutional Neural Network for Domain-Specific
  Applications on FPGA
Towards Efficient Convolutional Neural Network for Domain-Specific Applications on FPGA
Ruizhe Zhao
Ho-Cheung Ng
Wayne Luk
Xinyu Niu
47
35
0
04 Sep 2018
Searching Toward Pareto-Optimal Device-Aware Neural Architectures
Searching Toward Pareto-Optimal Device-Aware Neural Architectures
A. Cheng
Jin-Dong Dong
Chi-Hung Hsu
Shu-Huan Chang
Min Sun
Shih-Chieh Chang
Jia Pan
Yu-Ting Chen
Wei Wei
Da-Cheng Juan
66
28
0
29 Aug 2018
Wide Activation for Efficient and Accurate Image Super-Resolution
Wide Activation for Efficient and Accurate Image Super-Resolution
Jiahui Yu
Yuchen Fan
Jianchao Yang
N. Xu
Zhaowen Wang
Xinchao Wang
Thomas Huang
SupR
64
358
0
27 Aug 2018
Uncertainty-aware Short-term Motion Prediction of Traffic Actors for
  Autonomous Driving
Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving
Nemanja Djuric
Vladan Radosavljevic
Henggang Cui
Thi Nguyen
Fang-Chieh Chou
Tsung-Han Lin
Nitin Singh
J. Schneider
109
206
0
17 Aug 2018
DNN Feature Map Compression using Learned Representation over GF(2)
DNN Feature Map Compression using Learned Representation over GF(2)
Denis A. Gudovskiy
Alec Hodgkinson
Luca Rigazio
46
18
0
15 Aug 2018
Backtracking gradient descent method for general $C^1$ functions, with
  applications to Deep Learning
Backtracking gradient descent method for general C1C^1C1 functions, with applications to Deep Learning
T. Truong
T. H. Nguyen
73
10
0
15 Aug 2018
Fast, Better Training Trick -- Random Gradient
Fast, Better Training Trick -- Random Gradient
Jiakai Wei
ODL
23
2
0
13 Aug 2018
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation
Abhinav Valada
Rohit Mohan
Wolfram Burgard
SSL
80
248
0
11 Aug 2018
MnasNet: Platform-Aware Neural Architecture Search for Mobile
MnasNet: Platform-Aware Neural Architecture Search for Mobile
Mingxing Tan
Bo Chen
Ruoming Pang
Vijay Vasudevan
Mark Sandler
Andrew G. Howard
Quoc V. Le
MQ
139
3,022
0
31 Jul 2018
Extreme Network Compression via Filter Group Approximation
Extreme Network Compression via Filter Group Approximation
Bo Peng
Wenming Tan
Zheyang Li
Shun Zhang
Di Xie
Shiliang Pu
88
63
0
30 Jul 2018
Multi-Fiber Networks for Video Recognition
Multi-Fiber Networks for Video Recognition
Yunpeng Chen
Yannis Kalantidis
Jianshu Li
Shuicheng Yan
Jiashi Feng
CVBM
149
220
0
30 Jul 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture
  Design
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design
Ningning Ma
Xiangyu Zhang
Haitao Zheng
Jian Sun
193
5,039
0
30 Jul 2018
Big-Little Net: An Efficient Multi-Scale Feature Representation for
  Visual and Speech Recognition
Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition
Chun-Fu Chen
Quanfu Fan
Neil Rohit Mallinar
Tom Sercu
Rogerio Feris
78
97
0
10 Jul 2018
NetScore: Towards Universal Metrics for Large-scale Performance Analysis
  of Deep Neural Networks for Practical On-Device Edge Usage
NetScore: Towards Universal Metrics for Large-scale Performance Analysis of Deep Neural Networks for Practical On-Device Edge Usage
A. Wong
HAI
70
68
0
14 Jun 2018
Resource-Efficient Neural Architect
Resource-Efficient Neural Architect
Yanqi Zhou
S. Ebrahimi
Sercan O. Arik
Haonan Yu
Hairong Liu
G. Diamos
70
64
0
12 Jun 2018
Energy-Constrained Compression for Deep Neural Networks via Weighted
  Sparse Projection and Layer Input Masking
Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking
Haichuan Yang
Yuhao Zhu
Ji Liu
CVBM
116
36
0
12 Jun 2018
IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural
  Networks
IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural Networks
Ke Sun
Mingjie Li
Dong Liu
Jingdong Wang
124
126
0
01 Jun 2018
Constructing Fast Network through Deconstruction of Convolution
Constructing Fast Network through Deconstruction of Convolution
Yunho Jeon
Junmo Kim
95
72
0
28 May 2018
SNIPER: Efficient Multi-Scale Training
SNIPER: Efficient Multi-Scale Training
Bharat Singh
Mahyar Najibi
L. Davis
ObjD
75
491
0
23 May 2018
Do Better ImageNet Models Transfer Better?
Do Better ImageNet Models Transfer Better?
Simon Kornblith
Jonathon Shlens
Quoc V. Le
OODMLT
176
1,333
0
23 May 2018
AutoPruner: An End-to-End Trainable Filter Pruning Method for Efficient
  Deep Model Inference
AutoPruner: An End-to-End Trainable Filter Pruning Method for Efficient Deep Model Inference
Jian-Hao Luo
Jianxin Wu
86
211
0
23 May 2018
Adversarial Noise Layer: Regularize Neural Network By Adding Noise
Adversarial Noise Layer: Regularize Neural Network By Adding Noise
Zhonghui You
Jinmian Ye
Kunming Li
Zenglin Xu
Ping Wang
82
77
0
21 May 2018
Optimizing the F-measure for Threshold-free Salient Object Detection
Optimizing the F-measure for Threshold-free Salient Object Detection
Kai Zhao
Shanghua Gao
Dandan Li
Ming-Ming Cheng
60
63
0
19 May 2018
Gradient-Leaks: Understanding and Controlling Deanonymization in
  Federated Learning
Gradient-Leaks: Understanding and Controlling Deanonymization in Federated Learning
Tribhuvanesh Orekondy
Seong Joon Oh
Yang Zhang
Bernt Schiele
Mario Fritz
PICVFedML
438
37
0
15 May 2018
ContextNet: Exploring Context and Detail for Semantic Segmentation in
  Real-time
ContextNet: Exploring Context and Detail for Semantic Segmentation in Real-time
Rudra P. K. Poudel
Ujwal D. Bonde
Stephan Liwicki
Christopher Zach
SSeg
81
232
0
11 May 2018
SdcNet: A Computation-Efficient CNN for Object Recognition
SdcNet: A Computation-Efficient CNN for Object Recognition
Yunlong Ma
Chunyan Wang
27
3
0
03 May 2018
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification
  on Mobile Devices
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices
Sheng Chen
Yang Liu
Xiang Gao
Zhen Han
CVBM3DH
127
565
0
20 Apr 2018
Pelee: A Real-Time Object Detection System on Mobile Devices
Pelee: A Real-Time Object Detection System on Mobile Devices
R. Wang
Xiang Li
Charles X. Ling
ObjD
87
460
0
18 Apr 2018
IGCV$2$: Interleaved Structured Sparse Convolutional Neural Networks
IGCV222: Interleaved Structured Sparse Convolutional Neural Networks
Guotian Xie
Jingdong Wang
Ting Zhang
Jianhuang Lai
Richang Hong
Guo-Jun Qi
115
106
0
17 Apr 2018
Towards High Performance Video Object Detection for Mobiles
Towards High Performance Video Object Detection for Mobiles
Xizhou Zhu
Jifeng Dai
Xingchi Zhu
Yichen Wei
Lu Yuan
ObjD
78
49
0
16 Apr 2018
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile
  Applications
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications
Tien-Ju Yang
Andrew G. Howard
Bo Chen
Xiao Zhang
Alec Go
Mark Sandler
Vivienne Sze
Hartwig Adam
150
522
0
09 Apr 2018
Understanding Human Motion and Gestures for Underwater Human-Robot
  Collaboration
Understanding Human Motion and Gestures for Underwater Human-Robot Collaboration
M. Islam
58
75
0
06 Apr 2018
Robotic Detection of Marine Litter Using Deep Visual Detection Models
Robotic Detection of Marine Litter Using Deep Visual Detection Models
Michael Fulton
Jungseok Hong
M. Islam
Junaed Sattar
HAI
55
158
0
03 Apr 2018
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