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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 / 4,682 papers shown
Title
VA-RED$^2$: Video Adaptive Redundancy Reduction
VA-RED2^22: Video Adaptive Redundancy Reduction
Bowen Pan
Yikang Shen
Camilo Luciano Fosco
Chung-Ching Lin
A. Andonian
Yue Meng
Kate Saenko
A. Oliva
Rogerio Feris
90
19
0
15 Feb 2021
Neural Network Compression for Noisy Storage Devices
Neural Network Compression for Noisy Storage Devices
Berivan Isik
Kristy Choi
Xin-Yang Zheng
Tsachy Weissman
Stefano Ermon
H. P. Wong
Armin Alaghi
70
13
0
15 Feb 2021
GradPIM: A Practical Processing-in-DRAM Architecture for Gradient
  Descent
GradPIM: A Practical Processing-in-DRAM Architecture for Gradient Descent
Heesu Kim
Hanmin Park
Taehyun Kim
Kwanheum Cho
Eojin Lee
Soojung Ryu
Hyuk-Jae Lee
Kiyoung Choi
Jinho Lee
68
37
0
15 Feb 2021
FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware
  Transformation
FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware Transformation
Chaofan Tao
Rui Lin
Quan Chen
Zhaoyang Zhang
Ping Luo
Ngai Wong
MQ
63
7
0
15 Feb 2021
QuickBrowser: A Unified Model to Detect and Read Simple Object in
  Real-time
QuickBrowser: A Unified Model to Detect and Read Simple Object in Real-time
T. Do
Daeyoung Kim
21
4
0
15 Feb 2021
Fast Monocular Hand Pose Estimation on Embedded Systems
Fast Monocular Hand Pose Estimation on Embedded Systems
Shan An
Xiajie Zhang
Dong Wei
Haogang Zhu
Jianyu Yang
Konstantinos A. Tsintotas
3DH
79
21
0
14 Feb 2021
Depthwise Separable Convolutions Allow for Fast and Memory-Efficient
  Spectral Normalization
Depthwise Separable Convolutions Allow for Fast and Memory-Efficient Spectral Normalization
Christina Runkel
Christian Etmann
Michael Möller
Carola-Bibiane Schönlieb
45
3
0
12 Feb 2021
Dynamic Precision Analog Computing for Neural Networks
Dynamic Precision Analog Computing for Neural Networks
Sahaj Garg
Joe Lou
Anirudh Jain
Mitchell Nahmias
75
33
0
12 Feb 2021
What does LIME really see in images?
What does LIME really see in images?
Damien Garreau
Dina Mardaoui
FAtt
64
40
0
11 Feb 2021
A Multi-View Approach To Audio-Visual Speaker Verification
A Multi-View Approach To Audio-Visual Speaker Verification
Leda Sari
Kritika Singh
Jiatong Zhou
Lorenzo Torresani
Nayan Singhal
Yatharth Saraf
123
38
0
11 Feb 2021
High-Performance Large-Scale Image Recognition Without Normalization
High-Performance Large-Scale Image Recognition Without Normalization
Andrew Brock
Soham De
Samuel L. Smith
Karen Simonyan
VLM
334
525
0
11 Feb 2021
COVID-19 identification from volumetric chest CT scans using a
  progressively resized 3D-CNN incorporating segmentation, augmentation, and
  class-rebalancing
COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing
Md. Kamrul Hasan
Md. Tasnim Jawad
Kazi N. Hasan
Sajal Basak Partha
Md. Masum Al Masba
Shumit Saha
82
21
0
11 Feb 2021
ASVspoof 2019: spoofing countermeasures for the detection of
  synthesized, converted and replayed speech
ASVspoof 2019: spoofing countermeasures for the detection of synthesized, converted and replayed speech
A. Nautsch
Xin Wang
Nicholas W. D. Evans
Tomi Kinnunen
Ville Vestman
Massimiliano Todisco
Héctor Delgado
Md. Sahidullah
Junichi Yamagishi
Kong Aik Lee
197
155
0
11 Feb 2021
Scale Normalized Image Pyramids with AutoFocus for Object Detection
Scale Normalized Image Pyramids with AutoFocus for Object Detection
Bharat Singh
Mahyar Najibi
Abhishek Sharma
L. Davis
ObjD
77
18
0
10 Feb 2021
Searching for Fast Model Families on Datacenter Accelerators
Searching for Fast Model Families on Datacenter Accelerators
Sheng Li
Mingxing Tan
Ruoming Pang
Andrew Li
Liqun Cheng
Quoc V. Le
N. Jouppi
97
34
0
10 Feb 2021
BRECQ: Pushing the Limit of Post-Training Quantization by Block
  Reconstruction
BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction
Yuhang Li
Ruihao Gong
Xu Tan
Yang Yang
Peng Hu
Qi Zhang
F. Yu
Wei Wang
Shi Gu
MQ
184
446
0
10 Feb 2021
Locally Free Weight Sharing for Network Width Search
Locally Free Weight Sharing for Network Width Search
Xiu Su
Shan You
Tao Huang
Fei Wang
Chao Qian
Changshui Zhang
Chang Xu
62
40
0
10 Feb 2021
FLOP: Federated Learning on Medical Datasets using Partial Networks
FLOP: Federated Learning on Medical Datasets using Partial Networks
Qiang Yang
Jianyi Zhang
Weituo Hao
Gregory P. Spell
Lawrence Carin
FedMLOOD
72
87
0
10 Feb 2021
Distribution Adaptive INT8 Quantization for Training CNNs
Distribution Adaptive INT8 Quantization for Training CNNs
Kang Zhao
Sida Huang
Pan Pan
Yinghan Li
Yingya Zhang
Zhenyu Gu
Yinghui Xu
MQ
114
68
0
09 Feb 2021
RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs
RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs
Zhiwei Xu
Thalaiyasingam Ajanthan
Vibhav Vineet
Leonid Sigal
110
3
0
09 Feb 2021
Soccer Event Detection Using Deep Learning
Soccer Event Detection Using Deep Learning
Ali Karimi
Ramin Toosi
M. Akhaee
72
13
0
08 Feb 2021
Overhead MNIST: A Benchmark Satellite Dataset
Overhead MNIST: A Benchmark Satellite Dataset
David Noever
S. M. Noever
78
12
0
08 Feb 2021
Quantifying and Mitigating Privacy Risks of Contrastive Learning
Quantifying and Mitigating Privacy Risks of Contrastive Learning
Xinlei He
Yang Zhang
92
53
0
08 Feb 2021
Heuristic Algorithms for Co-scheduling of Edge Analytics and Routes for
  UAV Fleet Missions
Heuristic Algorithms for Co-scheduling of Edge Analytics and Routes for UAV Fleet Missions
Aakash Khochare
Yogesh L. Simmhan
Francesco Betti Sorbelli
Sajal K. Das
55
27
0
06 Feb 2021
UniFuse: Unidirectional Fusion for 360$^{\circ}$ Panorama Depth
  Estimation
UniFuse: Unidirectional Fusion for 360∘^{\circ}∘ Panorama Depth Estimation
Hualie Jiang
Zhe Sheng
Siyu Zhu
Zilong Dong
Rui Huang
MDE
156
116
0
06 Feb 2021
HYDRA: Hypergradient Data Relevance Analysis for Interpreting Deep
  Neural Networks
HYDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks
Yuanyuan Chen
Boyang Albert Li
Han Yu
Pengcheng Wu
Chunyan Miao
TDI
106
42
0
04 Feb 2021
FedAUX: Leveraging Unlabeled Auxiliary Data in Federated Learning
FedAUX: Leveraging Unlabeled Auxiliary Data in Federated Learning
Felix Sattler
Tim Korjakow
R. Rischke
Wojciech Samek
FedML
78
118
0
04 Feb 2021
LEAP: TrustZone Based Developer-Friendly TEE for Intelligent Mobile Apps
LEAP: TrustZone Based Developer-Friendly TEE for Intelligent Mobile Apps
Lizhi Sun
Shuocheng Wang
Hao Wu
Yuhang Gong
Fengyuan Xu
Yunxin Liu
Hao Han
Sheng Zhong
60
9
0
04 Feb 2021
Horizontally Fused Training Array: An Effective Hardware Utilization
  Squeezer for Training Novel Deep Learning Models
Horizontally Fused Training Array: An Effective Hardware Utilization Squeezer for Training Novel Deep Learning Models
Shang Wang
Peiming Yang
Yuxuan Zheng
Xuelong Li
Gennady Pekhimenko
84
22
0
03 Feb 2021
TEyeD: Over 20 million real-world eye images with Pupil, Eyelid, and
  Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector,
  and Eye Movement Types
TEyeD: Over 20 million real-world eye images with Pupil, Eyelid, and Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector, and Eye Movement Types
Wolfgang Fuhl
Gjergji Kasneci
Enkelejda Kasneci
80
62
0
03 Feb 2021
1000 Pupil Segmentations in a Second using Haar Like Features and
  Statistical Learning
1000 Pupil Segmentations in a Second using Haar Like Features and Statistical Learning
Wolfgang Fuhl
EgoV
73
16
0
03 Feb 2021
Apollo: Transferable Architecture Exploration
Apollo: Transferable Architecture Exploration
Amir Yazdanbakhsh
Christof Angermueller
Berkin Akin
Yanqi Zhou
Albin Jones
Milad Hashemi
Kevin Swersky
S. Chatterjee
Ravi Narayanaswami
James Laudon
72
26
0
02 Feb 2021
Learning domain-agnostic visual representation for computational
  pathology using medically-irrelevant style transfer augmentation
Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation
R. Yamashita
J. Long
Snikitha Banda
Jeanne Shen
D. Rubin
OODMedIm
70
51
0
02 Feb 2021
It's always personal: Using Early Exits for Efficient On-Device CNN
  Personalisation
It's always personal: Using Early Exits for Efficient On-Device CNN Personalisation
Ilias Leontiadis
Stefanos Laskaridis
Stylianos I. Venieris
Nicholas D. Lane
123
30
0
02 Feb 2021
GCF-Net: Gated Clip Fusion Network for Video Action Recognition
GCF-Net: Gated Clip Fusion Network for Video Action Recognition
Jenhao Hsiao
Jiawei Chen
C. Ho
30
5
0
02 Feb 2021
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and
  Aggregation
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation
Yuan Gong
Yu-An Chung
James R. Glass
VLM
199
147
0
02 Feb 2021
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition
Ming Lin
Pichao Wang
Zhenhong Sun
Hesen Chen
Xiuyu Sun
Qi Qian
Hao Li
Rong Jin
96
109
0
01 Feb 2021
Aurora Guard: Reliable Face Anti-Spoofing via Mobile Lighting System
Aurora Guard: Reliable Face Anti-Spoofing via Mobile Lighting System
Jian Zhang
Ying Tai
Taiping Yao
Jia Meng
Shouhong Ding
Chengjie Wang
Jilin Li
Feiyue Huang
Rongrong Ji
CVBM
96
13
0
01 Feb 2021
Neural Network architectures to classify emotions in Indian Classical
  Music
Neural Network architectures to classify emotions in Indian Classical Music
U. Sarkar
Sayan Nag
Medha Basu
Archi Banerjee
S. Sanyal
R. Sengupta
D. Ghosh
28
1
0
01 Feb 2021
A Unified Light Framework for Real-time Fault Detection of Freight Train
  Images
A Unified Light Framework for Real-time Fault Detection of Freight Train Images
Yang Zhang
Moyun Liu
Yang Yang
Yanwen Guo
Huiming Zhang
352
23
0
31 Jan 2021
Detecting Pulmonary Coccidioidomycosis (Valley fever) with Deep
  Convolutional Neural Networks
Detecting Pulmonary Coccidioidomycosis (Valley fever) with Deep Convolutional Neural Networks
J. Ott
D. Bruyette
Cody L. Arbuckle
Dylan Balsz
S. Hecht
L. Shubitz
Pierre Baldi
MedIm
62
0
0
30 Jan 2021
SA-Net: Shuffle Attention for Deep Convolutional Neural Networks
SA-Net: Shuffle Attention for Deep Convolutional Neural Networks
Qing-Long Zhang
AI4TS
66
551
0
30 Jan 2021
NL-CNN: A Resources-Constrained Deep Learning Model based on Nonlinear
  Convolution
NL-CNN: A Resources-Constrained Deep Learning Model based on Nonlinear Convolution
R. Dogaru
I. Dogaru
53
7
0
30 Jan 2021
ObjectAug: Object-level Data Augmentation for Semantic Image
  Segmentation
ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation
Jiawei Zhang
Yanchun Zhang
Xiaowei Xu
45
31
0
30 Jan 2021
Tokens-to-Token ViT: Training Vision Transformers from Scratch on
  ImageNet
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet
Li-xin Yuan
Yunpeng Chen
Tao Wang
Weihao Yu
Yujun Shi
Zihang Jiang
Francis E. H. Tay
Jiashi Feng
Shuicheng Yan
ViT
219
1,957
0
28 Jan 2021
Chronological age estimation of lateral cephalometric radiographs with
  deep learning
Chronological age estimation of lateral cephalometric radiographs with deep learning
Ningtao Liu
54
9
0
28 Jan 2021
AdaSpring: Context-adaptive and Runtime-evolutionary Deep Model
  Compression for Mobile Applications
AdaSpring: Context-adaptive and Runtime-evolutionary Deep Model Compression for Mobile Applications
Sicong Liu
Bin Guo
Ke Ma
Zhiwen Yu
Junzhao Du
55
9
0
28 Jan 2021
ResLT: Residual Learning for Long-tailed Recognition
ResLT: Residual Learning for Long-tailed Recognition
Jiequan Cui
Shu Liu
Zhuotao Tian
Zhisheng Zhong
Jiaya Jia
90
136
0
26 Jan 2021
ISP Distillation
ISP Distillation
Eli Schwartz
A. Bronstein
Raja Giryes
VLM
82
6
0
25 Jan 2021
AdderNet and its Minimalist Hardware Design for Energy-Efficient
  Artificial Intelligence
AdderNet and its Minimalist Hardware Design for Energy-Efficient Artificial Intelligence
Yunhe Wang
Mingqiang Huang
Kai Han
Hanting Chen
Wei Zhang
Chunjing Xu
Dacheng Tao
107
36
0
25 Jan 2021
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