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Xception: Deep Learning with Depthwise Separable Convolutions
v1v2v3 (latest)

Xception: Deep Learning with Depthwise Separable Convolutions

7 October 2016
François Chollet
    MDEBDLPINN
ArXiv (abs)PDFHTML

Papers citing "Xception: Deep Learning with Depthwise Separable Convolutions"

50 / 2,941 papers shown
Title
PCAS: Pruning Channels with Attention Statistics for Deep Network
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PCAS: Pruning Channels with Attention Statistics for Deep Network Compression
Kohei Yamamoto
K. Maeno
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33
0
14 Jun 2018
Fire SSD: Wide Fire Modules based Single Shot Detector on Edge Device
Fire SSD: Wide Fire Modules based Single Shot Detector on Edge Device
Hengfui Liau
Yamini Nimmagadda
YengLiong Wong
ObjD
61
14
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
72
64
0
12 Jun 2018
FigureNet: A Deep Learning model for Question-Answering on Scientific
  Plots
FigureNet: A Deep Learning model for Question-Answering on Scientific Plots
Revanth Reddy Gangi Reddy
Rahul Ramesh
Ameet Deshpande
Mitesh M. Khapra
AIMatOODGNN
64
22
0
12 Jun 2018
Slalom: Fast, Verifiable and Private Execution of Neural Networks in
  Trusted Hardware
Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware
Florian Tramèr
Dan Boneh
FedML
197
404
0
08 Jun 2018
Path-Level Network Transformation for Efficient Architecture Search
Path-Level Network Transformation for Efficient Architecture Search
Han Cai
Jiacheng Yang
Weinan Zhang
Song Han
Yong Yu
88
211
0
07 Jun 2018
Deep Neural Networks with Multi-Branch Architectures Are Less Non-Convex
Deep Neural Networks with Multi-Branch Architectures Are Less Non-Convex
Hongyang R. Zhang
Junru Shao
Ruslan Salakhutdinov
113
14
0
06 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
145
126
0
01 Jun 2018
Defending Against Machine Learning Model Stealing Attacks Using
  Deceptive Perturbations
Defending Against Machine Learning Model Stealing Attacks Using Deceptive Perturbations
Taesung Lee
Ben Edwards
Ian Molloy
D. Su
AAML
134
41
0
31 May 2018
Constructing Fast Network through Deconstruction of Convolution
Constructing Fast Network through Deconstruction of Convolution
Yunho Jeon
Junmo Kim
115
72
0
28 May 2018
Vehicle Instance Segmentation from Aerial Image and Video Using a
  Multi-Task Learning Residual Fully Convolutional Network
Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network
Lichao Mou
Xiaoxiang Zhu
SSeg
65
155
0
26 May 2018
Tensorial Neural Networks: Generalization of Neural Networks and
  Application to Model Compression
Tensorial Neural Networks: Generalization of Neural Networks and Application to Model Compression
Jiahao Su
Jingling Li
Bobby Bhattacharjee
Furong Huang
82
20
0
25 May 2018
Using transfer learning to detect galaxy mergers
Using transfer learning to detect galaxy mergers
Sandro Ackermann
Kevin Schawinski
Ce Zhang
Anna K. Weigel
M. D. Turp
3DPC
62
111
0
25 May 2018
Cautious Deep Learning
Cautious Deep Learning
Yotam Hechtlinger
Barnabás Póczós
Larry A. Wasserman
174
64
0
24 May 2018
SNIPER: Efficient Multi-Scale Training
SNIPER: Efficient Multi-Scale Training
Bharat Singh
Mahyar Najibi
L. Davis
ObjD
100
491
0
23 May 2018
Segmentation of Liver Lesions with Reduced Complexity Deep Models
Segmentation of Liver Lesions with Reduced Complexity Deep Models
R. Pandey
Aswin Vasan
A. G. Ramakrishnan
SSegMedIm
71
14
0
23 May 2018
Approximate Random Dropout
Approximate Random Dropout
Zhuoran Song
Ru Wang
Dongyu Ru
Hongru Huang
Zhenghao Peng
Hai Zhao
Xiaoyao Liang
Li Jiang
BDL
44
9
0
23 May 2018
Mixup-Based Acoustic Scene Classification Using Multi-Channel
  Convolutional Neural Network
Mixup-Based Acoustic Scene Classification Using Multi-Channel Convolutional Neural Network
Kele Xu
Dawei Feng
Haibo Mi
Boqing Zhu
Dezhi Wang
Lilun Zhang
Hengxing Cai
S. Liu
48
93
0
18 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
83
232
0
11 May 2018
Quantization Mimic: Towards Very Tiny CNN for Object Detection
Quantization Mimic: Towards Very Tiny CNN for Object Detection
Yi Wei
Xinyu Pan
Hongwei Qin
Wanli Ouyang
Junjie Yan
ObjD
156
90
0
06 May 2018
SdcNet: A Computation-Efficient CNN for Object Recognition
SdcNet: A Computation-Efficient CNN for Object Recognition
Yunlong Ma
Chunyan Wang
32
3
0
03 May 2018
Exploring the Limits of Weakly Supervised Pretraining
Exploring the Limits of Weakly Supervised Pretraining
D. Mahajan
Ross B. Girshick
Vignesh Ramanathan
Kaiming He
Manohar Paluri
Yixuan Li
Ashwin R. Bharambe
Laurens van der Maaten
VLM
207
1,371
0
02 May 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation
Sohil Shah
P. Ghosh
L. Davis
Tom Goldstein
SSeg
91
56
0
27 Apr 2018
QANet: Combining Local Convolution with Global Self-Attention for
  Reading Comprehension
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension
Adams Wei Yu
David Dohan
Minh-Thang Luong
Rui Zhao
Kai Chen
Mohammad Norouzi
Quoc V. Le
RALMAIMat
116
1,095
0
23 Apr 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
133
566
0
20 Apr 2018
Deep Face Recognition: A Survey
Deep Face Recognition: A Survey
Mei Wang
Weihong Deng
NoLa
162
1,243
0
18 Apr 2018
SFace: An Efficient Network for Face Detection in Large Scale Variations
SFace: An Efficient Network for Face Detection in Large Scale Variations
Jianfeng Wang
Ye Yuan
Boxun Li
Gang Yu
Sun Jian
CVBM
93
22
0
18 Apr 2018
DetNet: A Backbone network for Object Detection
DetNet: A Backbone network for Object Detection
Zeming Li
Chao Peng
Gang Yu
Xiangyu Zhang
Yangdong Deng
Jian Sun
ObjD
165
265
0
17 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
120
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
Unsupervised robotic sorting: Towards autonomous decision making robots
Unsupervised robotic sorting: Towards autonomous decision making robots
Joris Guérin
Stéphane Thiery
E. Nyiri
O. Gibaru
SSL
54
15
0
12 Apr 2018
Adversarial Alignment of Class Prediction Uncertainties for Domain
  Adaptation
Adversarial Alignment of Class Prediction Uncertainties for Domain Adaptation
Jeroen Manders
Twan van Laarhoven
E. Marchiori
52
21
0
12 Apr 2018
The Conversation: Deep Audio-Visual Speech Enhancement
The Conversation: Deep Audio-Visual Speech Enhancement
Triantafyllos Afouras
Joon Son Chung
Andrew Zisserman
100
360
0
11 Apr 2018
Towards Deep Cellular Phenotyping in Placental Histology
Towards Deep Cellular Phenotyping in Placental Histology
Michael Ferlaino
C. A. Glastonbury
Carolina Motta-Mejia
M. Vatish
I. Granne
S. Kennedy
C. Lindgren
C. Nellåker
79
20
0
09 Apr 2018
Adversarial Attacks and Defences Competition
Adversarial Attacks and Defences Competition
Alexey Kurakin
Ian Goodfellow
Samy Bengio
Yinpeng Dong
Fangzhou Liao
...
Junjiajia Long
Yerkebulan Berdibekov
Takuya Akiba
Seiya Tokui
Motoki Abe
AAMLSILM
102
323
0
31 Mar 2018
Adversarial Network Compression
Adversarial Network Compression
Vasileios Belagiannis
Azade Farshad
Fabio Galasso
GANAAML
69
58
0
28 Mar 2018
Diagonalwise Refactorization: An Efficient Training Method for Depthwise
  Convolutions
Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions
Zheng Qin
Zhaoning Zhang
Dongsheng Li
Yiming Zhang
Yuxing Peng
62
28
0
27 Mar 2018
Fast and Accurate Single Image Super-Resolution via Information
  Distillation Network
Fast and Accurate Single Image Super-Resolution via Information Distillation Network
Zheng Hui
Xiumei Wang
Xinbo Gao
SupR
77
732
0
26 Mar 2018
FaceForensics: A Large-scale Video Dataset for Forgery Detection in
  Human Faces
FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces
Andreas Rossler
D. Cozzolino
L. Verdoliva
Christian Riess
Justus Thies
Matthias Nießner
PICVAAMLCVBM
110
383
0
24 Mar 2018
Merging and Evolution: Improving Convolutional Neural Networks for
  Mobile Applications
Merging and Evolution: Improving Convolutional Neural Networks for Mobile Applications
Zheng Qin
Zhaoning Zhang
Shiqing Zhang
Hao Yu
Yuxing Peng
18
7
0
24 Mar 2018
Group Normalization
Group Normalization
Yuxin Wu
Kaiming He
261
3,686
0
22 Mar 2018
Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery
  using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural
  Networks
Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks
S. Azimi
P. Fischer
Marco Körner
P. Reinartz
137
103
0
19 Mar 2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic
  Segmentation
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
Sachin Mehta
Mohammad Rastegari
A. Caspi
Linda G. Shapiro
Hannaneh Hajishirzi
SSeg
165
784
0
19 Mar 2018
Tensor2Tensor for Neural Machine Translation
Tensor2Tensor for Neural Machine Translation
Ashish Vaswani
Samy Bengio
E. Brevdo
François Chollet
Aidan Gomez
...
Nal Kalchbrenner
Niki Parmar
Ryan Sepassi
Noam M. Shazeer
Jakob Uszkoreit
116
531
0
16 Mar 2018
Exploring Linear Relationship in Feature Map Subspace for ConvNets
  Compression
Exploring Linear Relationship in Feature Map Subspace for ConvNets Compression
Dong Wang
Lei Zhou
Xueni Zhang
Xiao Bai
Jun Zhou
80
47
0
15 Mar 2018
Target Driven Instance Detection
Target Driven Instance Detection
Phil Ammirato
Cheng-Yang Fu
Mykhailo Shvets
Jana Kosecka
Alexander C. Berg
89
27
0
13 Mar 2018
Compact Convolutional Neural Networks for Classification of Asynchronous
  Steady-state Visual Evoked Potentials
Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked Potentials
Nicholas R. Waytowich
Vernon J. Lawhern
J. Garcia
J. Cummings
J. Faller
P. Sajda
J. Vettel
70
188
0
12 Mar 2018
Video Object Segmentation with Joint Re-identification and
  Attention-Aware Mask Propagation
Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation
Xiaoxiao Li
Chen Change Loy
VOS
150
197
0
12 Mar 2018
ShuffleSeg: Real-time Semantic Segmentation Network
ShuffleSeg: Real-time Semantic Segmentation Network
M. Gamal
Mennatullah Siam
Moemen Abdel-Razek
SSeg
68
60
0
10 Mar 2018
Driving Scene Perception Network: Real-time Joint Detection, Depth
  Estimation and Semantic Segmentation
Driving Scene Perception Network: Real-time Joint Detection, Depth Estimation and Semantic Segmentation
Liangfu Chen
Ze Yang
J. Ma
Zheng Luo
71
47
0
10 Mar 2018
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