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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
FusiformNet: Extracting Discriminative Facial Features on Different
  Levels
FusiformNet: Extracting Discriminative Facial Features on Different Levels
Kyo Takano
CVBM
37
0
0
01 Nov 2020
Methods for Pruning Deep Neural Networks
Methods for Pruning Deep Neural Networks
S. Vadera
Salem Ameen
3DPC
76
131
0
31 Oct 2020
Capture the Bot: Using Adversarial Examples to Improve CAPTCHA
  Robustness to Bot Attacks
Capture the Bot: Using Adversarial Examples to Improve CAPTCHA Robustness to Bot Attacks
Dorjan Hitaj
Briland Hitaj
S. Jajodia
L. Mancini
AAML
68
17
0
30 Oct 2020
Ground Roll Suppression using Convolutional Neural Networks
Ground Roll Suppression using Convolutional Neural Networks
Dario Augusto Borges Oliveira
D. Semin
S. Zaytsev
23
6
0
28 Oct 2020
Crop and weed classification based on AutoML
Crop and weed classification based on AutoML
Xuetao Jiang
Binbin Yong
Soheila Garshasbi
Jun Shen
Meiyu Jiang
Qingguo Zhou
22
6
0
28 Oct 2020
Mining Generalized Features for Detecting AI-Manipulated Fake Faces
Mining Generalized Features for Detecting AI-Manipulated Fake Faces
Yang Yu
R. Ni
Yao-Min Zhao
CVBM
41
12
0
27 Oct 2020
Deep Networks from the Principle of Rate Reduction
Deep Networks from the Principle of Rate Reduction
Kwan Ho Ryan Chan
Yaodong Yu
Chong You
Haozhi Qi
John N. Wright
Yi-An Ma
92
21
0
27 Oct 2020
MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network
  for Voice Activity Detection
MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network for Voice Activity Detection
Fei Jia
Somshubra Majumdar
Boris Ginsburg
88
51
0
26 Oct 2020
Multi-Class Zero-Shot Learning for Artistic Material Recognition
Multi-Class Zero-Shot Learning for Artistic Material Recognition
Alexander W. Olson
Andreea Cucu
Tom Bock
33
1
0
26 Oct 2020
Peak Detection On Data Independent Acquisition Mass Spectrometry Data
  With Semisupervised Convolutional Transformers
Peak Detection On Data Independent Acquisition Mass Spectrometry Data With Semisupervised Convolutional Transformers
Leon L. Xu
H. Röst
19
1
0
26 Oct 2020
Classification of Important Segments in Educational Videos using
  Multimodal Features
Classification of Important Segments in Educational Videos using Multimodal Features
J. Ghauri
Sherzod Hakimov
Ralph Ewerth
29
9
0
26 Oct 2020
Multimodal Topic Learning for Video Recommendation
Multimodal Topic Learning for Video Recommendation
Shi Pu
Yijiang He
Zheng Li
Mao Zheng
55
8
0
26 Oct 2020
MixNet for Generalized Face Presentation Attack Detection
MixNet for Generalized Face Presentation Attack Detection
Nilay Sanghvi
Sushant Kumar Singh
Akshay Agarwal
Mayank Vatsa
Richa Singh
AAMLCVBM
90
10
0
25 Oct 2020
Human or Machine? It Is Not What You Write, But How You Write It
Human or Machine? It Is Not What You Write, But How You Write It
Luis A. Leiva
Moisés Díaz
M. A. Ferrer-Ballester
R. Plamondon
82
8
0
25 Oct 2020
Persian Handwritten Digit, Character and Word Recognition Using Deep
  Learning
Persian Handwritten Digit, Character and Word Recognition Using Deep Learning
Mahdi Bonyani
Simindokht Jahangard
M. Daneshmand
36
30
0
24 Oct 2020
Spatio-temporal Features for Generalized Detection of Deepfake Videos
Spatio-temporal Features for Generalized Detection of Deepfake Videos
Ipek Ganiyusufoglu
L. Ngô
N. Savov
Sezer Karaoglu
Theo Gevers
59
42
0
22 Oct 2020
Factorized Neural Processes for Neural Processes: $K$-Shot Prediction of
  Neural Responses
Factorized Neural Processes for Neural Processes: KKK-Shot Prediction of Neural Responses
R. J. Cotton
Fabian H. Sinz
A. Tolias
53
7
0
22 Oct 2020
An explainable deep vision system for animal classification and
  detection in trail-camera images with automatic post-deployment retraining
An explainable deep vision system for animal classification and detection in trail-camera images with automatic post-deployment retraining
Golnaz Moallem
Don Pathirage
Joel Reznick
J. Gallagher
H. Sari-Sarraf
29
13
0
22 Oct 2020
Deep Learning for Efficient Reconstruction of High-Resolution Turbulent
  DNS Data
Deep Learning for Efficient Reconstruction of High-Resolution Turbulent DNS Data
Pranshu Pant
A. Farimani
AI4CE
84
12
0
21 Oct 2020
Boosting Gradient for White-Box Adversarial Attacks
Boosting Gradient for White-Box Adversarial Attacks
Hongying Liu
Zhenyu Zhou
Fanhua Shang
Xiaoyu Qi
Yuanyuan Liu
L. Jiao
AAML
64
8
0
21 Oct 2020
Constructing feature variation coefficients to evaluate feature learning
  capabilities of convolutional layers in steganographic detection algorithms
  of spatial domain
Constructing feature variation coefficients to evaluate feature learning capabilities of convolutional layers in steganographic detection algorithms of spatial domain
Ru Zhang
Sheng Zou
Jianyi Liu
Bingjie Lin
Dazhuang Liu
FAtt
25
0
0
20 Oct 2020
Robustness-aware 2-bit quantization with real-time performance for
  neural network
Robustness-aware 2-bit quantization with real-time performance for neural network
Xiaobin Li
Hongxu Jiang
Shuangxi Huang
Fangzheng Tian
MQ
58
1
0
19 Oct 2020
PseudoSeg: Designing Pseudo Labels for Semantic Segmentation
PseudoSeg: Designing Pseudo Labels for Semantic Segmentation
Yuliang Zou
Zizhao Zhang
Han Zhang
Chun-Liang Li
Xiao Bian
Jia-Bin Huang
Tomas Pfister
119
302
0
19 Oct 2020
A Versatile Crack Inspection Portable System based on Classifier
  Ensemble and Controlled Illumination
A Versatile Crack Inspection Portable System based on Classifier Ensemble and Controlled Illumination
Milind G. Padalkar
Carlos Beltrán-González
Matteo Bustreo
Alessio Del Bue
Vittorio Murino
123
3
0
19 Oct 2020
MLCask: Efficient Management of Component Evolution in Collaborative
  Data Analytics Pipelines
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines
Zhaojing Luo
Sai-Ho Yeung
Meihui Zhang
Kaiping Zheng
Lei Zhu
Gang Chen
Feiyi Fan
Qian Lin
K. Ngiam
Beng Chin Ooi
148
30
0
17 Oct 2020
VolumeNet: A Lightweight Parallel Network for Super-Resolution of
  Medical Volumetric Data
VolumeNet: A Lightweight Parallel Network for Super-Resolution of Medical Volumetric Data
Yinhao Li
Yutaro Iwamoto
Lanfen Lin
R. Xu
Yenwei Chen
SupR
83
39
0
16 Oct 2020
Lightweight End-to-End Speech Recognition from Raw Audio Data Using
  Sinc-Convolutions
Lightweight End-to-End Speech Recognition from Raw Audio Data Using Sinc-Convolutions
Ludwig Kurzinger
Nicolas Lindae
Palle Klewitz
Gerhard Rigoll
67
5
0
15 Oct 2020
FOSS: Multi-Person Age Estimation with Focusing on Objects and Still
  Seeing Surroundings
FOSS: Multi-Person Age Estimation with Focusing on Objects and Still Seeing Surroundings
Masakazu Yoshimura
S. Ogata
81
1
0
15 Oct 2020
Practical Deep Raw Image Denoising on Mobile Devices
Practical Deep Raw Image Denoising on Mobile Devices
Yuzhi Wang
Haibin Huang
Qin Xu
Jiaming Liu
Yiqun Liu
Jue Wang
101
109
0
14 Oct 2020
Satellite Image Classification with Deep Learning
Satellite Image Classification with Deep Learning
M. D. Pritt
Gary Chern
60
136
0
13 Oct 2020
Collaborative Video Object Segmentation by Multi-Scale
  Foreground-Background Integration
Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration
Zongxin Yang
Yunchao Wei
Yi Yang
VOS
139
166
0
13 Oct 2020
Dual-mode ASR: Unify and Improve Streaming ASR with Full-context
  Modeling
Dual-mode ASR: Unify and Improve Streaming ASR with Full-context Modeling
Jiahui Yu
Wei Han
Anmol Gulati
Chung-Cheng Chiu
Yue Liu
Tara N. Sainath
Yonghui Wu
Ruoming Pang
134
19
0
12 Oct 2020
Fully Automatic Wound Segmentation with Deep Convolutional Neural
  Networks
Fully Automatic Wound Segmentation with Deep Convolutional Neural Networks
Chuanbo Wang
D. Anisuzzaman
Victor Williamson
M. K. Dhar
Behrouz Rostami
J. Niezgoda
Sandeep Gopalakrishnan
Zeyun Yu
51
157
0
12 Oct 2020
Semantic Change Detection with Asymmetric Siamese Networks
Semantic Change Detection with Asymmetric Siamese Networks
Kunping Yang
Gui-Song Xia
Zicheng Liu
Bo Du
Wen Yang
Marcello Pelillo
Liangpei Zhang
111
36
0
12 Oct 2020
Increasing the Robustness of Semantic Segmentation Models with
  Painting-by-Numbers
Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers
Christoph Kamann
Burkhard Güssefeld
Robin Hutmacher
J. H. Metzen
Carsten Rother
68
18
0
12 Oct 2020
An Empirical Study on Detecting COVID-19 in Chest X-ray Images Using
  Deep Learning Based Methods
An Empirical Study on Detecting COVID-19 in Chest X-ray Images Using Deep Learning Based Methods
Ramtin Babaeipour
E. Azizi
H. Khotanlou
22
1
0
10 Oct 2020
Be Your Own Best Competitor! Multi-Branched Adversarial Knowledge
  Transfer
Be Your Own Best Competitor! Multi-Branched Adversarial Knowledge Transfer
Mahdi Ghorbani
Fahimeh Fooladgar
S. Kasaei
AAML
55
0
0
09 Oct 2020
Large Scale Indexing of Generic Medical Image Data using Unbiased
  Shallow Keypoints and Deep CNN Features
Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features
L. Chauvin
M. B. Lazreg
J. Carluer
W. Wells
Matthew Toews
27
0
0
08 Oct 2020
IRX-1D: A Simple Deep Learning Architecture for Remote Sensing Classifications
M. Pal
B. Akshay
Charan Teja
28
0
0
08 Oct 2020
Unconstrained Text Detection in Manga
Unconstrained Text Detection in Manga
Julián Del Gobbo
Rosana Matuk Herrera
48
8
0
07 Oct 2020
COVID-19 Classification Using Staked Ensembles: A Comprehensive Analysis
B. LalithBharadwaj
Rohit Boddeda
K. Vardhan
G. Madhu
28
1
0
07 Oct 2020
Multi-Loss Sub-Ensembles for Accurate Classification with Uncertainty
  Estimation
Multi-Loss Sub-Ensembles for Accurate Classification with Uncertainty Estimation
Omer Achrack
Raizy Kellerman
Ouriel Barzilay
UQCVBDL
76
9
0
05 Oct 2020
MetaBox+: A new Region Based Active Learning Method for Semantic
  Segmentation using Priority Maps
MetaBox+: A new Region Based Active Learning Method for Semantic Segmentation using Priority Maps
Pascal Colling
L. Roese-Koerner
Hanno Gottschalk
Matthias Rottmann
71
26
0
05 Oct 2020
Can we Generalize and Distribute Private Representation Learning?
Can we Generalize and Distribute Private Representation Learning?
Sheikh Shams Azam
Taejin Kim
Seyyedali Hosseinalipour
Carlee Joe-Wong
S. Bagchi
Christopher G. Brinton
112
11
0
05 Oct 2020
Machine learning approach to force reconstruction in photoelastic
  materials
Machine learning approach to force reconstruction in photoelastic materials
Renat Sergazinov
M. Kramár
33
15
0
02 Oct 2020
Online Knowledge Distillation via Multi-branch Diversity Enhancement
Online Knowledge Distillation via Multi-branch Diversity Enhancement
Zheng Li
Ying Huang
Defang Chen
Tianren Luo
Ning Cai
Zhigeng Pan
69
28
0
02 Oct 2020
Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis:
  A Review
Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review
Shahabedin Nabavi
Azar Ejmalian
M. Moghaddam
A. A. Abin
Alejandro F. Frangi
M. Mohammadi
H. S. Rad
78
34
0
01 Oct 2020
Computing Systems for Autonomous Driving: State-of-the-Art and
  Challenges
Computing Systems for Autonomous Driving: State-of-the-Art and Challenges
Liangkai Liu
Sidi Lu
Ren Zhong
Baofu Wu
Yongtao Yao
Qingyan Zhang
Weisong Shi
109
281
0
30 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
Grow-Push-Prune: aligning deep discriminants for effective structural
  network compression
Grow-Push-Prune: aligning deep discriminants for effective structural network compression
Qing Tian
Tal Arbel
James J. Clark
46
8
0
29 Sep 2020
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