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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 / 4,705 papers shown
Title
Follow Your Path: a Progressive Method for Knowledge Distillation
Follow Your Path: a Progressive Method for Knowledge Distillation
Wenxian Shi
Yuxuan Song
Hao Zhou
Bohan Li
Lei Li
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0
20 Jul 2021
Discriminator-Free Generative Adversarial Attack
Discriminator-Free Generative Adversarial Attack
Shaohao Lu
Yuqiao Xian
Ke Yan
Yi Hu
Xing Sun
Xiaowei Guo
Feiyue Huang
Weishi Zheng
AAMLGAN
78
20
0
20 Jul 2021
Latency-Memory Optimized Splitting of Convolution Neural Networks for
  Resource Constrained Edge Devices
Latency-Memory Optimized Splitting of Convolution Neural Networks for Resource Constrained Edge Devices
Tanmay Jain
Avaneesh
Rohit Verma
R. Shorey
83
1
0
19 Jul 2021
Double Similarity Distillation for Semantic Image Segmentation
Double Similarity Distillation for Semantic Image Segmentation
Yingchao Feng
Xian Sun
Wenhui Diao
Jihao Li
Xin Gao
48
63
0
19 Jul 2021
A High-Performance Adaptive Quantization Approach for Edge CNN
  Applications
A High-Performance Adaptive Quantization Approach for Edge CNN Applications
Hsu-Hsun Chin
R. Tsay
Hsin-I Wu
MQ
59
5
0
18 Jul 2021
AutoFL: Enabling Heterogeneity-Aware Energy Efficient Federated Learning
AutoFL: Enabling Heterogeneity-Aware Energy Efficient Federated Learning
Young Geun Kim
Carole-Jean Wu
107
87
0
16 Jul 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges,
  Techniques and Datasets
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets
Muhammed Muzammul
Xi Li
ObjD
106
11
0
16 Jul 2021
A Comparative Study of Deep Learning Classification Methods on a Small
  Environmental Microorganism Image Dataset (EMDS-6): from Convolutional Neural
  Networks to Visual Transformers
A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): from Convolutional Neural Networks to Visual Transformers
Penghui Zhao
Chen Li
M. Rahaman
Hao Xu
Hechen Yang
Hongzan Sun
Tao Jiang
M. Grzegorzek
VLM
94
42
0
16 Jul 2021
DANCE: DAta-Network Co-optimization for Efficient Segmentation Model Training and Inference
DANCE: DAta-Network Co-optimization for Efficient Segmentation Model Training and Inference
Chaojian Li
Wuyang Chen
Yuchen Gu
Tianlong Chen
Yonggan Fu
Zhangyang Wang
Yingyan Lin
131
0
0
16 Jul 2021
Neural Architecture Search using Covariance Matrix Adaptation Evolution
  Strategy
Neural Architecture Search using Covariance Matrix Adaptation Evolution Strategy
Nilotpal Sinha
Kuan-Wen Chen
78
6
0
15 Jul 2021
Compact and Optimal Deep Learning with Recurrent Parameter Generators
Compact and Optimal Deep Learning with Recurrent Parameter Generators
Jiayun Wang
Yubei Chen
Stella X. Yu
Brian Cheung
Yann LeCun
BDL
91
4
0
15 Jul 2021
A Field Guide to Federated Optimization
A Field Guide to Federated Optimization
Jianyu Wang
Zachary B. Charles
Zheng Xu
Gauri Joshi
H. B. McMahan
...
Mi Zhang
Tong Zhang
Chunxiang Zheng
Chen Zhu
Wennan Zhu
FedML
305
422
0
14 Jul 2021
Training Compact CNNs for Image Classification using Dynamic-coded
  Filter Fusion
Training Compact CNNs for Image Classification using Dynamic-coded Filter Fusion
Mingbao Lin
Bohong Chen
Yong Li
Rongrong Ji
VLM
82
24
0
14 Jul 2021
LANA: Latency Aware Network Acceleration
LANA: Latency Aware Network Acceleration
Pavlo Molchanov
Jimmy Hall
Hongxu Yin
Jan Kautz
Nicolò Fusi
Arash Vahdat
145
10
0
12 Jul 2021
Project Achoo: A Practical Model and Application for COVID-19 Detection
  from Recordings of Breath, Voice, and Cough
Project Achoo: A Practical Model and Application for COVID-19 Detection from Recordings of Breath, Voice, and Cough
Alexander Ponomarchuk
I. Burenko
Elian Malkin
Ivan Nazarov
V. Kokh
Manvel Avetisian
L. Zhukov
96
40
0
12 Jul 2021
CSL-YOLO: A New Lightweight Object Detection System for Edge Computing
CSL-YOLO: A New Lightweight Object Detection System for Edge Computing
Yumeng Zhang
Chun-Chieh Lee
J. Hsieh
Kuo-Chin Fan
ObjD
36
21
0
10 Jul 2021
Local-to-Global Self-Attention in Vision Transformers
Local-to-Global Self-Attention in Vision Transformers
Jinpeng Li
Yichao Yan
Tianran Ouyang
Xiaokang Yang
Ling Shao
ViT
64
29
0
10 Jul 2021
Accuracy on the Line: On the Strong Correlation Between
  Out-of-Distribution and In-Distribution Generalization
Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization
John Miller
Rohan Taori
Aditi Raghunathan
Shiori Sagawa
Pang Wei Koh
Vaishaal Shankar
Percy Liang
Y. Carmon
Ludwig Schmidt
OODDOOD
176
278
0
09 Jul 2021
Multimodal Icon Annotation For Mobile Applications
Multimodal Icon Annotation For Mobile Applications
Xiaoxue Zang
Ying Xu
Jindong Chen
60
19
0
09 Jul 2021
Does Form Follow Function? An Empirical Exploration of the Impact of
  Deep Neural Network Architecture Design on Hardware-Specific Acceleration
Does Form Follow Function? An Empirical Exploration of the Impact of Deep Neural Network Architecture Design on Hardware-Specific Acceleration
Saad Abbasi
M. Shafiee
Ellick Chan
Alexander Wong
42
0
0
08 Jul 2021
Bag of Tricks for Neural Architecture Search
Bag of Tricks for Neural Architecture Search
T. Elsken
B. Staffler
Arber Zela
J. H. Metzen
Frank Hutter
75
5
0
08 Jul 2021
Tensor Methods in Computer Vision and Deep Learning
Tensor Methods in Computer Vision and Deep Learning
Yannis Panagakis
Jean Kossaifi
Grigorios G. Chrysos
James Oldfield
M. Nicolaou
Anima Anandkumar
Stefanos Zafeiriou
64
126
0
07 Jul 2021
RRL: Resnet as representation for Reinforcement Learning
RRL: Resnet as representation for Reinforcement Learning
Rutav Shah
Vikash Kumar
OffRL
111
115
0
07 Jul 2021
FasterPose: A Faster Simple Baseline for Human Pose Estimation
FasterPose: A Faster Simple Baseline for Human Pose Estimation
Hanbin Dai
Hailin Shi
Wu Liu
Linfang Wang
Yinglu Liu
Tao Mei
3DH
113
24
0
07 Jul 2021
Trans4Trans: Efficient Transformer for Transparent Object Segmentation
  to Help Visually Impaired People Navigate in the Real World
Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World
Jiaming Zhang
Kailun Yang
Angela Constantinescu
Kunyu Peng
Karin Muller
Rainer Stiefelhagen
ViT
103
62
0
07 Jul 2021
SplitAVG: A heterogeneity-aware federated deep learning method for
  medical imaging
SplitAVG: A heterogeneity-aware federated deep learning method for medical imaging
Miao Zhang
Liangqiong Qu
Praveer Singh
Jayashree Kalpathy-Cramer
D. Rubin
OODFedML
129
63
0
06 Jul 2021
Feature Fusion Vision Transformer for Fine-Grained Visual Categorization
Feature Fusion Vision Transformer for Fine-Grained Visual Categorization
Jun Wang
Xiaohan Yu
Yongsheng Gao
ViT
104
109
0
06 Jul 2021
LightFuse: Lightweight CNN based Dual-exposure Fusion
LightFuse: Lightweight CNN based Dual-exposure Fusion
Ziyi Liu
Jie Yang
Svetlana Yanushkevich
O. Yadid-Pecht
65
3
0
05 Jul 2021
Tiled Squeeze-and-Excite: Channel Attention With Local Spatial Context
Tiled Squeeze-and-Excite: Channel Attention With Local Spatial Context
Niv Vosco
Alon Shenkler
Mark Grobman
41
8
0
05 Jul 2021
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient
  Object Detection
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object Detection
Wenbo Zhang
Ge-Peng Ji
Zhuo Wang
Keren Fu
Qijun Zhao
104
116
0
05 Jul 2021
Learning from scarce information: using synthetic data to classify Roman
  fine ware pottery
Learning from scarce information: using synthetic data to classify Roman fine ware pottery
Santos J. Núñez Jareño
Daniël P. van Helden
Evgeny M. Mirkes
I. Tyukin
Penelope Allison
76
5
0
03 Jul 2021
A study of CNN capacity applied to Left Venticle Segmentation in Cardiac
  MRI
A study of CNN capacity applied to Left Venticle Segmentation in Cardiac MRI
Marcelo A. F. Toledo
Daniel M. Lima
J. Krieger
Marco A. Gutierrez
70
2
0
03 Jul 2021
Memory Efficient Meta-Learning with Large Images
Memory Efficient Meta-Learning with Large Images
J. Bronskill
Daniela Massiceti
Massimiliano Patacchiola
Katja Hofmann
Sebastian Nowozin
Richard Turner
VLM
79
20
0
02 Jul 2021
ResIST: Layer-Wise Decomposition of ResNets for Distributed Training
ResIST: Layer-Wise Decomposition of ResNets for Distributed Training
Chen Dun
Cameron R. Wolfe
C. Jermaine
Anastasios Kyrillidis
95
21
0
02 Jul 2021
Deep Semantic Segmentation at the Edge for Autonomous Navigation in
  Vineyard Rows
Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows
Diego Aghi
Simone Cerrato
Vittorio Mazzia
Marcello Chiaberge
63
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0
01 Jul 2021
CSWin Transformer: A General Vision Transformer Backbone with
  Cross-Shaped Windows
CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows
Xiaoyi Dong
Jianmin Bao
Dongdong Chen
Weiming Zhang
Nenghai Yu
Lu Yuan
Dong Chen
B. Guo
ViT
296
997
0
01 Jul 2021
AutoFormer: Searching Transformers for Visual Recognition
AutoFormer: Searching Transformers for Visual Recognition
Minghao Chen
Houwen Peng
Jianlong Fu
Haibin Ling
ViT
117
268
0
01 Jul 2021
CBNet: A Composite Backbone Network Architecture for Object Detection
CBNet: A Composite Backbone Network Architecture for Object Detection
Tingting Liang
Xiao Chu
Yudong Liu
Yongtao Wang
Zhi Tang
Wei Chu
Jingdong Chen
Haibin Ling
ObjD
130
168
0
01 Jul 2021
AdaXpert: Adapting Neural Architecture for Growing Data
AdaXpert: Adapting Neural Architecture for Growing Data
Shuaicheng Niu
Jiaxiang Wu
Guanghui Xu
Yifan Zhang
Yong Guo
P. Zhao
Peng Wang
Mingkui Tan
108
14
0
01 Jul 2021
Understanding Adversarial Examples Through Deep Neural Network's
  Response Surface and Uncertainty Regions
Understanding Adversarial Examples Through Deep Neural Network's Response Surface and Uncertainty Regions
Juan Shu
B. Xi
Charles A. Kamhoua
AAML
107
0
0
30 Jun 2021
NEUKONFIG: Reducing Edge Service Downtime When Repartitioning DNNs
NEUKONFIG: Reducing Edge Service Downtime When Repartitioning DNNs
A. Majeed
Peter Kilpatrick
I. Spence
Blesson Varghese
29
2
0
29 Jun 2021
Personalized Federated Learning with Gaussian Processes
Personalized Federated Learning with Gaussian Processes
Idan Achituve
Aviv Shamsian
Aviv Navon
Gal Chechik
Ethan Fetaya
FedML
87
103
0
29 Jun 2021
Inconspicuous Adversarial Patches for Fooling Image Recognition Systems
  on Mobile Devices
Inconspicuous Adversarial Patches for Fooling Image Recognition Systems on Mobile Devices
Tao Bai
Jinqi Luo
Jun Zhao
AAML
71
30
0
29 Jun 2021
Constructing Stronger and Faster Baselines for Skeleton-based Action
  Recognition
Constructing Stronger and Faster Baselines for Skeleton-based Action Recognition
Yisheng Song
Zhang Zhang
Caifeng Shan
Liang Wang
97
295
0
29 Jun 2021
An Efficient Cervical Whole Slide Image Analysis Framework Based on
  Multi-scale Semantic and Location Deep Features
An Efficient Cervical Whole Slide Image Analysis Framework Based on Multi-scale Semantic and Location Deep Features
Ziquan Wei
Shenghua Cheng
Junbo Hu
Li Chen
Shaoqun Zeng
Xiuli Liu
44
9
0
29 Jun 2021
Deep Learning for Face Anti-Spoofing: A Survey
Deep Learning for Face Anti-Spoofing: A Survey
Zitong Yu
Yunxiao Qin
Xiaobai Li
Chenxu Zhao
Zhen Lei
Guoying Zhao
CVBMAAML
73
150
0
28 Jun 2021
Data Poisoning Won't Save You From Facial Recognition
Data Poisoning Won't Save You From Facial Recognition
Evani Radiya-Dixit
Sanghyun Hong
Nicholas Carlini
Florian Tramèr
AAMLPICV
95
59
0
28 Jun 2021
Progressive Joint Low-light Enhancement and Noise Removal for Raw Images
Progressive Joint Low-light Enhancement and Noise Removal for Raw Images
Yucheng Lu
Seung‐Won Jung
101
32
0
28 Jun 2021
Real-Time Human Pose Estimation on a Smart Walker using Convolutional
  Neural Networks
Real-Time Human Pose Estimation on a Smart Walker using Convolutional Neural Networks
M. Palermo
S. Moccia
Lucia Migliorelli
Emanuele Frontoni
C. Santos
3DH
64
25
0
28 Jun 2021
Dataset and Benchmarking of Real-Time Embedded Object Detection for
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Dataset and Benchmarking of Real-Time Embedded Object Detection for RoboCup SSL
Roberto Fernandes
Walber M. Rodrigues
Edna N. S. Barros
ObjD
55
7
0
28 Jun 2021
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