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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 / 4,680 papers shown
Title
SMILE: Semantically-guided Multi-attribute Image and Layout Editing
SMILE: Semantically-guided Multi-attribute Image and Layout Editing
Andrés Romero
Luc Van Gool
Radu Timofte
CVBM
79
7
0
05 Oct 2020
Expectigrad: Fast Stochastic Optimization with Robust Convergence
  Properties
Expectigrad: Fast Stochastic Optimization with Robust Convergence Properties
Brett Daley
Chris Amato
ODL
55
4
0
03 Oct 2020
Hierarchical Domain-Adapted Feature Learning for Video Saliency
  Prediction
Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction
Giovanni Bellitto
Federica Proietto Salanitri
S. Palazzo
Francesco Rundo
Daniela Giordano
C. Spampinato
MDE
155
56
0
02 Oct 2020
Dynamic Graph: Learning Instance-aware Connectivity for Neural Networks
Dynamic Graph: Learning Instance-aware Connectivity for Neural Networks
Kun Yuan
Quanquan Li
Dapeng Chen
Aojun Zhou
Junjie Yan
GNN
70
1
0
02 Oct 2020
Semantics through Time: Semi-supervised Segmentation of Aerial Videos
  with Iterative Label Propagation
Semantics through Time: Semi-supervised Segmentation of Aerial Videos with Iterative Label Propagation
Alina Marcu
Vlad Licaret
Dragos Costea
Marius Leordeanu
50
17
0
02 Oct 2020
GECKO: Reconciling Privacy, Accuracy and Efficiency in Embedded Deep
  Learning
GECKO: Reconciling Privacy, Accuracy and Efficiency in Embedded Deep Learning
Vasisht Duddu
A. Boutet
Virat Shejwalkar
GNN
57
4
0
02 Oct 2020
Utilizing Transfer Learning and a Customized Loss Function for Optic
  Disc Segmentation from Retinal Images
Utilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal Images
Abdullah Sarhan
Ali Al-KhazÁly
Adam Gorner
Andrew Swift
J. Rokne
R. Alhajj
A. Crichton
50
9
0
01 Oct 2020
Deep Learning-based Pipeline for Module Power Prediction from EL
  Measurements
Deep Learning-based Pipeline for Module Power Prediction from EL Measurements
M. Hoffmann
C. Buerhop‐Lutz
Luca Reeb
Tobias Pickel
Thilo Winkler
...
Tobias Würfl
I. M. Peters
Christoph J. Brabec
Andreas Maier
Vincent Christlein
87
2
0
30 Sep 2020
Where Does Trust Break Down? A Quantitative Trust Analysis of Deep
  Neural Networks via Trust Matrix and Conditional Trust Densities
Where Does Trust Break Down? A Quantitative Trust Analysis of Deep Neural Networks via Trust Matrix and Conditional Trust Densities
Andrew Hryniowski
Xiao Yu Wang
A. Wong
63
10
0
30 Sep 2020
Driver Anomaly Detection: A Dataset and Contrastive Learning Approach
Driver Anomaly Detection: A Dataset and Contrastive Learning Approach
Okan Kopuklu
Ji-ming Zheng
Hang Xu
Gerhard Rigoll
76
84
0
30 Sep 2020
AttendNets: Tiny Deep Image Recognition Neural Networks for the Edge via
  Visual Attention Condensers
AttendNets: Tiny Deep Image Recognition Neural Networks for the Edge via Visual Attention Condensers
A. Wong
M. Famouri
M. Shafiee
66
20
0
30 Sep 2020
Trustworthy Convolutional Neural Networks: A Gradient Penalized-based
  Approach
Trustworthy Convolutional Neural Networks: A Gradient Penalized-based Approach
Nicholas F Halliwell
Freddy Lecue
FAtt
118
9
0
29 Sep 2020
Self-grouping Convolutional Neural Networks
Self-grouping Convolutional Neural Networks
Qingbei Guo
Xiaojun Wu
J. Kittler
Zhiquan Feng
64
22
0
29 Sep 2020
Fast and Incremental Loop Closure Detection with Deep Features and
  Proximity Graphs
Fast and Incremental Loop Closure Detection with Deep Features and Proximity Graphs
Shan An
Haogang Zhu
Dong Wei
Konstantinos A. Tsintotas
Antonios Gasteratos
58
43
0
29 Sep 2020
A Comprehensive Survey of Machine Learning Applied to Radar Signal
  Processing
A Comprehensive Survey of Machine Learning Applied to Radar Signal Processing
Ping Lang
Xiongjun Fu
M. Martorella
Jian Dong
Rui Qin
Xianpeng Meng
M. Xie
43
43
0
29 Sep 2020
Detecting soccer balls with reduced neural networks: a comparison of
  multiple architectures under constrained hardware scenarios
Detecting soccer balls with reduced neural networks: a comparison of multiple architectures under constrained hardware scenarios
Douglas De Rizzo Meneghetti
T. P. D. Homem
Jonas Henrique Renolfi de Oliveira
I. J. Silva
D. Perico
Reinaldo A. C. Bianchi
43
7
0
28 Sep 2020
EIS -- a family of activation functions combining Exponential, ISRU, and
  Softplus
EIS -- a family of activation functions combining Exponential, ISRU, and Softplus
Koushik Biswas
Sandeep Kumar
Shilpak Banerjee
A. Pandey
38
2
0
28 Sep 2020
The Elements of End-to-end Deep Face Recognition: A Survey of Recent
  Advances
The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances
Hang Du
Hailin Shi
Dan Zeng
Xiaoping Zhang
Tao Mei
OOD
156
120
0
28 Sep 2020
Medical Image Segmentation Using Deep Learning: A Survey
Medical Image Segmentation Using Deep Learning: A Survey
Risheng Wang
Tao Lei
Xiaogang Du
Yong Wan
Hongying Meng
Asoke K. Nandi
SSegOOD
115
579
0
28 Sep 2020
Classification and understanding of cloud structures via satellite
  images with EfficientUNet
Classification and understanding of cloud structures via satellite images with EfficientUNet
Tashin Ahmed
Noor Hossain Nuri Sabab
126
39
0
27 Sep 2020
ECOVNet: An Ensemble of Deep Convolutional Neural Networks Based on
  EfficientNet to Detect COVID-19 From Chest X-rays
ECOVNet: An Ensemble of Deep Convolutional Neural Networks Based on EfficientNet to Detect COVID-19 From Chest X-rays
N. K. Chowdhury
M. A. Kabir
Md. Muhtadir Rahman
Noortaz Rezoana
64
58
0
24 Sep 2020
Hamming OCR: A Locality Sensitive Hashing Neural Network for Scene Text
  Recognition
Hamming OCR: A Locality Sensitive Hashing Neural Network for Scene Text Recognition
Bing Li
Xin Tang
Xianbiao Qi
Yihao Chen
Rong Xiao
56
8
0
23 Sep 2020
Differential Viewpoints for Ground Terrain Material Recognition
Differential Viewpoints for Ground Terrain Material Recognition
Jia Xue
Hang Zhang
Ko Nishino
Kristin J. Dana
76
26
0
22 Sep 2020
Generating Adversarial yet Inconspicuous Patches with a Single Image
Generating Adversarial yet Inconspicuous Patches with a Single Image
Jinqi Luo
Tao Bai
Jun Zhao
AAML
42
6
0
21 Sep 2020
EI-MTD:Moving Target Defense for Edge Intelligence against Adversarial
  Attacks
EI-MTD:Moving Target Defense for Edge Intelligence against Adversarial Attacks
Yaguan Qian
Qiqi Shao
Jiamin Wang
Xiangyuan Lin
Yankai Guo
Zhaoquan Gu
Bin Wang
Chunming Wu
AAML
133
24
0
19 Sep 2020
Searching for Low-Bit Weights in Quantized Neural Networks
Searching for Low-Bit Weights in Quantized Neural Networks
Zhaohui Yang
Yunhe Wang
Kai Han
Chunjing Xu
Chao Xu
Dacheng Tao
Chang Xu
MQ
103
88
0
18 Sep 2020
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet
  without Tricks
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks
Zhiqiang Shen
Marios Savvides
92
63
0
17 Sep 2020
Population Mapping in Informal Settlements with High-Resolution
  Satellite Imagery and Equitable Ground-Truth
Population Mapping in Informal Settlements with High-Resolution Satellite Imagery and Equitable Ground-Truth
Konstantin Klemmer
Godwin Yeboah
J. Albuquerque
Stephen Jarvis
27
9
0
17 Sep 2020
LDNet: End-to-End Lane Marking Detection Approach Using a Dynamic Vision
  Sensor
LDNet: End-to-End Lane Marking Detection Approach Using a Dynamic Vision Sensor
Farzeen Munir
Shoaib Azam
M. Jeon
Byung-geun Lee
Witold Pedrycz
108
23
0
17 Sep 2020
Multi-Stage CNN Architecture for Face Mask Detection
Multi-Stage CNN Architecture for Face Mask Detection
Amit B. Chavda
Jason Dsouza
Sumeet Badgujar
Ankit Damani
CVBM
49
127
0
16 Sep 2020
MSP: An FPGA-Specific Mixed-Scheme, Multi-Precision Deep Neural Network
  Quantization Framework
MSP: An FPGA-Specific Mixed-Scheme, Multi-Precision Deep Neural Network Quantization Framework
Sung-En Chang
Yanyu Li
Mengshu Sun
Weiwen Jiang
Runbin Shi
Xue Lin
Yanzhi Wang
MQ
58
7
0
16 Sep 2020
3D_DEN: Open-ended 3D Object Recognition using Dynamically Expandable
  Networks
3D_DEN: Open-ended 3D Object Recognition using Dynamically Expandable Networks
Sudhakaran Jain
Hamidreza Kasaei
3DPC
32
4
0
15 Sep 2020
360-Degree Gaze Estimation in the Wild Using Multiple Zoom Scales
360-Degree Gaze Estimation in the Wild Using Multiple Zoom Scales
Ashesh Mishra
Chu-Song Chen
Hsuan-Tien Lin
81
7
0
15 Sep 2020
Themes Informed Audio-visual Correspondence Learning
Themes Informed Audio-visual Correspondence Learning
Runze Su
Fei Tao
Xudong Liu
Haoran Wei
Xiaorong Mei
Z. Duan
Lei Yuan
Ji Liu
Yuying Xie
91
5
0
14 Sep 2020
DANCE: Differentiable Accelerator/Network Co-Exploration
DANCE: Differentiable Accelerator/Network Co-Exploration
Kanghyun Choi
Deokki Hong
Hojae Yoon
Joonsang Yu
Youngsok Kim
Jinho Lee
68
45
0
14 Sep 2020
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning
Hao Tan
Ran Cheng
Shihua Huang
Cheng He
Changxiao Qiu
Fan Yang
Ping Luo
OOD
78
42
0
14 Sep 2020
FLaPS: Federated Learning and Privately Scaling
FLaPS: Federated Learning and Privately Scaling
Sudipta Paul
Poushali Sengupta
Subhankar Mishra
FedML
47
4
0
13 Sep 2020
How Much Can We Really Trust You? Towards Simple, Interpretable Trust
  Quantification Metrics for Deep Neural Networks
How Much Can We Really Trust You? Towards Simple, Interpretable Trust Quantification Metrics for Deep Neural Networks
A. Wong
Xiao Yu Wang
Andrew Hryniowski
62
23
0
12 Sep 2020
MRZ code extraction from visa and passport documents using convolutional
  neural networks
MRZ code extraction from visa and passport documents using convolutional neural networks
Yichuan Liu
Hailey James
O. Gupta
D. Raviv
37
11
0
11 Sep 2020
SWP-LeafNET: A novel multistage approach for plant leaf identification
  based on deep CNN
SWP-LeafNET: A novel multistage approach for plant leaf identification based on deep CNN
Ali Beikmohammadi
K. Faez
A. Motallebi
55
37
0
10 Sep 2020
Activate or Not: Learning Customized Activation
Activate or Not: Learning Customized Activation
Ningning Ma
Xinming Zhang
Ming Liu
Jian Sun
75
117
0
10 Sep 2020
QuantNet: Learning to Quantize by Learning within Fully Differentiable
  Framework
QuantNet: Learning to Quantize by Learning within Fully Differentiable Framework
Junjie Liu
Dongchao Wen
Deyu Wang
Wei Tao
Tse-Wei Chen
Kinya Osa
Masami Kato
MQ
50
3
0
10 Sep 2020
Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
Jonas Geiping
Liam H. Fowl
Wenjie Huang
W. Czaja
Gavin Taylor
Michael Moeller
Tom Goldstein
AAML
102
222
0
04 Sep 2020
ConfuciuX: Autonomous Hardware Resource Assignment for DNN Accelerators
  using Reinforcement Learning
ConfuciuX: Autonomous Hardware Resource Assignment for DNN Accelerators using Reinforcement Learning
Sheng-Chun Kao
Geonhwa Jeong
T. Krishna
111
96
0
04 Sep 2020
S3NAS: Fast NPU-aware Neural Architecture Search Methodology
S3NAS: Fast NPU-aware Neural Architecture Search Methodology
Jaeseong Lee
Duseok Kang
S. Ha
90
10
0
04 Sep 2020
FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning
FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning
Hong-You Chen
Wei-Lun Chao
FedML
101
262
0
04 Sep 2020
The Little W-Net That Could: State-of-the-Art Retinal Vessel
  Segmentation with Minimalistic Models
The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models
Adrian Galdran
André Anjos
José Dolz
H. Chakor
H. Lombaert
Ismail Ben Ayed
SSeg
43
18
0
03 Sep 2020
Layer-specific Optimization for Mixed Data Flow with Mixed Precision in
  FPGA Design for CNN-based Object Detectors
Layer-specific Optimization for Mixed Data Flow with Mixed Precision in FPGA Design for CNN-based Object Detectors
Duy-Thanh Nguyen
Hyun Kim
Hyuk-Jae Lee
MQ
46
64
0
03 Sep 2020
Transform Quantization for CNN (Convolutional Neural Network)
  Compression
Transform Quantization for CNN (Convolutional Neural Network) Compression
Sean I. Young
Wang Zhe
David S. Taubman
B. Girod
MQ
119
72
0
02 Sep 2020
Face Image Quality Assessment: A Literature Survey
Face Image Quality Assessment: A Literature Survey
Torsten Schlett
Christian Rathgeb
O. Henniger
Javier Galbally
Julian Fierrez
Christoph Busch
CVBM
120
131
0
02 Sep 2020
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