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MobileNetV2: Inverted Residuals and Linear Bottlenecks

MobileNetV2: Inverted Residuals and Linear Bottlenecks

13 January 2018
Mark Sandler
Andrew G. Howard
Menglong Zhu
A. Zhmoginov
Liang-Chieh Chen
ArXivPDFHTML

Papers citing "MobileNetV2: Inverted Residuals and Linear Bottlenecks"

36 / 2,286 papers shown
Title
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
69
1,758
0
20 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
27
40
0
13 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
31
123
0
10 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
24
34
0
04 Sep 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
46
206
0
17 Aug 2018
CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional
  Network Inference on Video Streams
CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video Streams
Lukas Cavigelli
Luca Benini
27
26
0
15 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
25
242
0
11 Aug 2018
Multi-Fiber Networks for Video Recognition
Multi-Fiber Networks for Video Recognition
Yunpeng Chen
Yannis Kalantidis
Jianshu Li
Shuicheng Yan
Jiashi Feng
CVBM
19
216
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
51
4,926
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
20
96
0
10 Jul 2018
Resource-Efficient Neural Architect
Resource-Efficient Neural Architect
Yanqi Zhou
S. Ebrahimi
Sercan O. Arik
Haonan Yu
Hairong Liu
G. Diamos
25
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
19
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
48
126
0
01 Jun 2018
SNIPER: Efficient Multi-Scale Training
SNIPER: Efficient Multi-Scale Training
Bharat Singh
Mahyar Najibi
L. Davis
ObjD
25
481
0
23 May 2018
Do Better ImageNet Models Transfer Better?
Do Better ImageNet Models Transfer Better?
Simon Kornblith
Jonathon Shlens
Quoc V. Le
OOD
MLT
91
1,314
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
20
207
0
23 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
21
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
PICV
FedML
359
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
38
230
0
11 May 2018
SdcNet: A Computation-Efficient CNN for Object Recognition
SdcNet: A Computation-Efficient CNN for Object Recognition
Yunlong Ma
Chunyan Wang
21
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
CVBM
3DH
30
557
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
24
454
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
25
105
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
20
49
0
16 Apr 2018
MicronNet: A Highly Compact Deep Convolutional Neural Network
  Architecture for Real-time Embedded Traffic Sign Classification
MicronNet: A Highly Compact Deep Convolutional Neural Network Architecture for Real-time Embedded Traffic Sign Classification
A. Wong
M. Shafiee
Michael St. Jules
20
59
0
28 Mar 2018
Depth Pooling Based Large-scale 3D Action Recognition with Convolutional
  Neural Networks
Depth Pooling Based Large-scale 3D Action Recognition with Convolutional Neural Networks
Pichao Wang
W. Li
Zhimin Gao
Chang-Fu Tang
P. Ogunbona
3DV
131
138
0
17 Mar 2018
HENet:A Highly Efficient Convolutional Neural Networks Optimized for
  Accuracy, Speed and Storage
HENet:A Highly Efficient Convolutional Neural Networks Optimized for Accuracy, Speed and Storage
Qiuyu Zhu
Ruixin Zhang
3DH
28
5
0
07 Mar 2018
Bonnet: An Open-Source Training and Deployment Framework for Semantic
  Segmentation in Robotics using CNNs
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics using CNNs
Andres Milioto
C. Stachniss
SSeg
43
86
0
25 Feb 2018
FD-MobileNet: Improved MobileNet with a Fast Downsampling Strategy
FD-MobileNet: Improved MobileNet with a Fast Downsampling Strategy
Zheng Qin
Zhaoning Zhang
Xiaotao Chen
Yuxing Peng
MQ
29
104
0
11 Feb 2018
AMC: AutoML for Model Compression and Acceleration on Mobile Devices
AMC: AutoML for Model Compression and Acceleration on Mobile Devices
Yihui He
Ji Lin
Zhijian Liu
Hanrui Wang
Li Li
Song Han
35
1,343
0
10 Feb 2018
Sometimes You Want to Go Where Everybody Knows your Name
Sometimes You Want to Go Where Everybody Knows your Name
Reuben Brasher
Nat Roth
Justin Wagle
25
0
0
30 Jan 2018
Deep Expander Networks: Efficient Deep Networks from Graph Theory
Deep Expander Networks: Efficient Deep Networks from Graph Theory
Ameya Prabhu
G. Varma
A. Namboodiri
GNN
30
71
0
23 Nov 2017
AOGNets: Compositional Grammatical Architectures for Deep Learning
AOGNets: Compositional Grammatical Architectures for Deep Learning
Xilai Li
Xi Song
Tianfu Wu
37
25
0
15 Nov 2017
A Survey of Model Compression and Acceleration for Deep Neural Networks
A Survey of Model Compression and Acceleration for Deep Neural Networks
Yu Cheng
Duo Wang
Pan Zhou
Zhang Tao
40
1,090
0
23 Oct 2017
Dirty Pixels: Towards End-to-End Image Processing and Perception
Dirty Pixels: Towards End-to-End Image Processing and Perception
Steven Diamond
Vincent Sitzmann
Frank D. Julca-Aguilar
Stephen P. Boyd
Gordon Wetzstein
Felix Heide
28
51
0
23 Jan 2017
Neural Architecture Search with Reinforcement Learning
Neural Architecture Search with Reinforcement Learning
Barret Zoph
Quoc V. Le
274
5,333
0
05 Nov 2016
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