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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 / 2,942 papers shown
Title
Real-Time Joint Semantic Segmentation and Depth Estimation Using
  Asymmetric Annotations
Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations
Vladimir Nekrasov
Thanuja Dharmasiri
Andrew Spek
Tom Drummond
Chunhua Shen
Ian Reid
113
148
0
13 Sep 2018
Searching for Efficient Multi-Scale Architectures for Dense Image
  Prediction
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction
Liang-Chieh Chen
Maxwell D. Collins
Yukun Zhu
George Papandreou
Barret Zoph
Florian Schroff
Hartwig Adam
Jonathon Shlens
3DV
99
412
0
11 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
158
126
0
10 Sep 2018
Binary Classification of Alzheimer Disease using sMRI Imaging modality
  and Deep Learning
Binary Classification of Alzheimer Disease using sMRI Imaging modality and Deep Learning
Ahsan Bin Tufail
Qiu-Na Zhang
Yong-Kui Ma
MedIm
57
91
0
09 Sep 2018
Accelerating Deep Neural Networks with Spatial Bottleneck Modules
Accelerating Deep Neural Networks with Spatial Bottleneck Modules
Junran Peng
Lingxi Xie
Zhaoxiang Zhang
Tieniu Tan
Jingdong Wang
71
9
0
07 Sep 2018
Deep Learning for Generic Object Detection: A Survey
Deep Learning for Generic Object Detection: A Survey
Li Liu
Wanli Ouyang
Xiaogang Wang
Paul Fieguth
Jie Chen
Xinwang Liu
M. Pietikäinen
ObjDVLMOOD
289
2,469
0
06 Sep 2018
ChannelNets: Compact and Efficient Convolutional Neural Networks via
  Channel-Wise Convolutions
ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions
Hongyang Gao
Zhengyang Wang
Shuiwang Ji
58
70
0
05 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
49
35
0
04 Sep 2018
MesoNet: a Compact Facial Video Forgery Detection Network
MesoNet: a Compact Facial Video Forgery Detection Network
Darius Afchar
Vincent Nozick
Junichi Yamagishi
Isao Echizen
CVBMPICV
96
1,272
0
04 Sep 2018
Have You Stolen My Model? Evasion Attacks Against Deep Neural Network
  Watermarking Techniques
Have You Stolen My Model? Evasion Attacks Against Deep Neural Network Watermarking Techniques
Dorjan Hitaj
L. Mancini
AAML
86
54
0
03 Sep 2018
On the Role of Event Boundaries in Egocentric Activity Recognition from
  Photostreams
On the Role of Event Boundaries in Egocentric Activity Recognition from Photostreams
Alejandro Cartas
Estefanía Talavera
Petia Radeva
Mariella Dimiccoli
EgoV
137
3
0
02 Sep 2018
Automatic Lung Cancer Prediction from Chest X-ray Images Using Deep
  Learning Approach
Automatic Lung Cancer Prediction from Chest X-ray Images Using Deep Learning Approach
Worawate Ausawalaithong
S. Marukatat
Arjaree Thirach
Theerawit Wilaiprasitporn
MedIm
62
148
0
31 Aug 2018
Smoothed Dilated Convolutions for Improved Dense Prediction
Smoothed Dilated Convolutions for Improved Dense Prediction
Zhengyang Wang
Shuiwang Ji
84
166
0
27 Aug 2018
Wide Activation for Efficient and Accurate Image Super-Resolution
Wide Activation for Efficient and Accurate Image Super-Resolution
Jiahui Yu
Yuchen Fan
Jianchao Yang
N. Xu
Zhaowen Wang
Xinchao Wang
Thomas Huang
SupR
76
358
0
27 Aug 2018
Analysis of adversarial attacks against CNN-based image forgery
  detectors
Analysis of adversarial attacks against CNN-based image forgery detectors
Diego Gragnaniello
Francesco Marra
Giovanni Poggi
L. Verdoliva
AAML
44
31
0
25 Aug 2018
BlockQNN: Efficient Block-wise Neural Network Architecture Generation
BlockQNN: Efficient Block-wise Neural Network Architecture Generation
Zhaobai Zhong
Zichen Yang
Boyang Deng
Junjie Yan
Wei Wu
Jing Shao
Cheng-Lin Liu
86
118
0
16 Aug 2018
Network Decoupling: From Regular to Depthwise Separable Convolutions
Network Decoupling: From Regular to Depthwise Separable Convolutions
Jianbo Guo
Yuxi Li
Weiyao Lin
Yurong Chen
Jianguo Li
3DVOOD
65
86
0
16 Aug 2018
Rank-1 Convolutional Neural Network
Rank-1 Convolutional Neural Network
Hyein Kim
Jungho Yoon
Byeongseon Jeong
Sukho Lee
3DPC3DV
13
2
0
13 Aug 2018
A Domain Guided CNN Architecture for Predicting Age from Structural
  Brain Images
A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images
Pascal Sturmfels
S. Rutherford
Mike Angstadt
Mark Peterson
Chandra S. Sripada
Jenna Wiens
MedIm
52
23
0
11 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
90
248
0
11 Aug 2018
Question-Guided Hybrid Convolution for Visual Question Answering
Question-Guided Hybrid Convolution for Visual Question Answering
Peng Gao
Pan Lu
Hongsheng Li
Shuang Li
Yikang Li
Guosheng Lin
Xiaogang Wang
163
69
0
08 Aug 2018
Training Compact Neural Networks with Binary Weights and Low Precision
  Activations
Training Compact Neural Networks with Binary Weights and Low Precision Activations
Bohan Zhuang
Chunhua Shen
Ian Reid
MQ
53
14
0
08 Aug 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic
  Segmentation
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation
Changqian Yu
Jingbo Wang
Chao Peng
Changxin Gao
Gang Yu
Nong Sang
SSeg
214
2,216
0
02 Aug 2018
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver
  Segmentation
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation
Minyoung Chung
Jingyu Lee
Minkyung Lee
Jeongjin Lee
Y. Shin
MedIm
64
27
0
02 Aug 2018
Efficient Progressive Neural Architecture Search
Efficient Progressive Neural Architecture Search
Juan-Manuel Perez-Rua
M. Baccouche
S. Pateux
77
43
0
01 Aug 2018
FMCode: A 3D In-the-Air Finger Motion Based User Login Framework for
  Gesture Interface
FMCode: A 3D In-the-Air Finger Motion Based User Login Framework for Gesture Interface
Duo Lu
Dijiang Huang
30
5
0
01 Aug 2018
Extreme Network Compression via Filter Group Approximation
Extreme Network Compression via Filter Group Approximation
Bo Peng
Wenming Tan
Zheyang Li
Shun Zhang
Di Xie
Shiliang Pu
90
63
0
30 Jul 2018
Multi-Fiber Networks for Video Recognition
Multi-Fiber Networks for Video Recognition
Yunpeng Chen
Yannis Kalantidis
Jianshu Li
Shuicheng Yan
Jiashi Feng
CVBM
161
220
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
199
5,054
0
30 Jul 2018
Robust Student Network Learning
Robust Student Network Learning
Tianyu Guo
Chang Xu
Shiyi He
Boxin Shi
Chao Xu
Dacheng Tao
OOD
104
30
0
30 Jul 2018
Tiny-DSOD: Lightweight Object Detection for Resource-Restricted Usages
Tiny-DSOD: Lightweight Object Detection for Resource-Restricted Usages
Yuxi Li
Jiuwei Li
Weiyao Lin
Jianguo Li
ObjD
77
112
0
29 Jul 2018
Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional
  Neural Networks
Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks
Snehashis Roy
J. Butman
Dzung L. Pham
MedIm
37
27
0
27 Jul 2018
Semantically Meaningful View Selection
Semantically Meaningful View Selection
Joris Guérin
O. Gibaru
E. Nyiri
Stéphane Thiery
Byron Boots
36
7
0
26 Jul 2018
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep
  Neural Networks
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks
Dongqing Zhang
Jiaolong Yang
Dongqiangzi Ye
G. Hua
MQ
120
705
0
26 Jul 2018
Instance Segmentation by Deep Coloring
Instance Segmentation by Deep Coloring
V. Kulikov
V. Yurchenko
Victor Lempitsky
VLMSSegISeg
65
29
0
26 Jul 2018
Recent Advances in Convolutional Neural Network Acceleration
Recent Advances in Convolutional Neural Network Acceleration
Qianru Zhang
Meng Zhang
Tinghuan Chen
Zhifei Sun
Yuzhe Ma
Bei Yu
84
352
0
23 Jul 2018
Improving Image Clustering With Multiple Pretrained CNN Feature
  Extractors
Improving Image Clustering With Multiple Pretrained CNN Feature Extractors
Joris Guérin
Byron Boots
49
31
0
20 Jul 2018
CBAM: Convolutional Block Attention Module
CBAM: Convolutional Block Attention Module
Sanghyun Woo
Jongchan Park
Joon-Young Lee
In So Kweon
251
16,797
0
17 Jul 2018
BAM: Bottleneck Attention Module
BAM: Bottleneck Attention Module
Jongchan Park
Sanghyun Woo
Joon-Young Lee
In So Kweon
87
1,050
0
17 Jul 2018
Computationally Efficient Approaches for Image Style Transfer
Computationally Efficient Approaches for Image Style Transfer
R. Pandey
Samarjit Karmakar
A. G. Ramakrishnan
32
1
0
16 Jul 2018
Improved Person Re-Identification Based on Saliency and Semantic Parsing
  with Deep Neural Network Models
Improved Person Re-Identification Based on Saliency and Semantic Parsing with Deep Neural Network Models
Rodolfo Quispe
Hélio Pedrini
66
48
0
15 Jul 2018
Universal Transformers
Universal Transformers
Mostafa Dehghani
Stephan Gouws
Oriol Vinyals
Jakob Uszkoreit
Lukasz Kaiser
150
757
0
10 Jul 2018
Embedded Implementation of a Deep Learning Smile Detector
Embedded Implementation of a Deep Learning Smile Detector
Pedram Ghazi
A. Happonen
Jani Boutellier
H. Huttunen
25
6
0
10 Jul 2018
XNOR Neural Engine: a Hardware Accelerator IP for 21.6 fJ/op Binary
  Neural Network Inference
XNOR Neural Engine: a Hardware Accelerator IP for 21.6 fJ/op Binary Neural Network Inference
Francesco Conti
Pasquale Davide Schiavone
Luca Benini
80
110
0
09 Jul 2018
Auto Deep Compression by Reinforcement Learning Based Actor-Critic
  Structure
Auto Deep Compression by Reinforcement Learning Based Actor-Critic Structure
Hamed Hakkak
OffRLAI4CE
98
1
0
08 Jul 2018
ModaNet: A Large-Scale Street Fashion Dataset with Polygon Annotations
ModaNet: A Large-Scale Street Fashion Dataset with Polygon Annotations
Shuai Zheng
Fan Yang
M. Kiapour
Robinson Piramuthu
155
140
0
03 Jul 2018
CFENet: An Accurate and Efficient Single-Shot Object Detector for
  Autonomous Driving
CFENet: An Accurate and Efficient Single-Shot Object Detector for Autonomous Driving
Qijie Zhao
Tao Sheng
Yongtao Wang
Feng Ni
Lingyi Cai
ObjD
48
34
0
26 Jun 2018
Efficient Semantic Segmentation using Gradual Grouping
Efficient Semantic Segmentation using Gradual Grouping
Nikitha Vallurupalli
Sriharsha Annamaneni
G. Varma
C. V. Jawahar
Manu Mathew
S. Nagori
SSeg
76
12
0
22 Jun 2018
DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural
  Architectures
DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures
Jin-Dong Dong
A. Cheng
Da-Cheng Juan
Wei Wei
Min Sun
82
182
0
21 Jun 2018
Deep Lip Reading: a comparison of models and an online application
Deep Lip Reading: a comparison of models and an online application
Triantafyllos Afouras
Joon Son Chung
Andrew Zisserman
85
119
0
15 Jun 2018
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