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Xception: Deep Learning with Depthwise Separable Convolutions

Xception: Deep Learning with Depthwise Separable Convolutions

7 October 2016
François Chollet
    MDE
    BDL
    PINN
ArXivPDFHTML

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

50 / 2,479 papers shown
Title
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning
H. Alshazly
C. Linse
Erhardt Barth
T. Martinetz
28
159
0
09 Nov 2020
MAGNeto: An Efficient Deep Learning Method for the Extractive Tags
  Summarization Problem
MAGNeto: An Efficient Deep Learning Method for the Extractive Tags Summarization Problem
H. Phung
A. Vu
Tung D. Nguyen
Lam Thanh Do
Giang Nam Ngo
Trung Thanh Tran
Hà Nội
ViT
25
0
0
09 Nov 2020
EfficientPose: An efficient, accurate and scalable end-to-end 6D multi
  object pose estimation approach
EfficientPose: An efficient, accurate and scalable end-to-end 6D multi object pose estimation approach
Yannick Bukschat
Marcus Vetter
14
110
0
09 Nov 2020
Depthwise Multiception Convolution for Reducing Network Parameters
  without Sacrificing Accuracy
Depthwise Multiception Convolution for Reducing Network Parameters without Sacrificing Accuracy
Guoqing Bao
M. Graeber
Xiuying Wang
13
5
0
07 Nov 2020
Chest X-ray Image Phase Features for Improved Diagnosis of COVID-19
  Using Convolutional Neural Network
Chest X-ray Image Phase Features for Improved Diagnosis of COVID-19 Using Convolutional Neural Network
Xiao Qi
L. G. Brown
D. Foran
Ilker Hacihaliloglu
34
51
0
06 Nov 2020
AOT: Appearance Optimal Transport Based Identity Swapping for Forgery
  Detection
AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection
Hao Zhu
Chaoyou Fu
Qianyi Wu
Wayne Wu
Chao Qian
Ran He
41
32
0
05 Nov 2020
Crack Detection as a Weakly-Supervised Problem: Towards Achieving Less
  Annotation-Intensive Crack Detectors
Crack Detection as a Weakly-Supervised Problem: Towards Achieving Less Annotation-Intensive Crack Detectors
Yuki Inoue
Hiroto Nagayoshi
21
15
0
04 Nov 2020
Predicting Terrain Mechanical Properties in Sight for Planetary Rovers
  with Semantic Clues
Predicting Terrain Mechanical Properties in Sight for Planetary Rovers with Semantic Clues
Ruyi Zhou
Wenhao Feng
Huaiguang Yang
Haibo Gao
Nan Li
Z. Deng
L. Ding
23
4
0
03 Nov 2020
Reducing the Annotation Effort for Video Object Segmentation Datasets
Reducing the Annotation Effort for Video Object Segmentation Datasets
P. Voigtlaender
Lishu Luo
C. Yuan
Yong-jia Jiang
Bastian Leibe
VOS
36
19
0
02 Nov 2020
Real-time Semantic Segmentation with Context Aggregation Network
Real-time Semantic Segmentation with Context Aggregation Network
M. Yang
Saumya Kumaar
Ye Lyu
F. Nex
SSeg
48
63
0
02 Nov 2020
FusiformNet: Extracting Discriminative Facial Features on Different
  Levels
FusiformNet: Extracting Discriminative Facial Features on Different Levels
Kyo Takano
CVBM
8
0
0
01 Nov 2020
Methods for Pruning Deep Neural Networks
Methods for Pruning Deep Neural Networks
S. Vadera
Salem Ameen
3DPC
24
123
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
6
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
11
5
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
6
5
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
20
11
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 Ma
22
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
21
48
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
29
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
11
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
14
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
25
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
AAML
CVBM
22
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
28
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
17
29
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
32
41
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
14
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
20
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
19
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
26
7
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
16
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
27
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
28
291
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
22
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
49
29
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
29
38
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
32
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
11
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
30
102
0
14 Oct 2020
Satellite Image Classification with Deep Learning
Satellite Image Classification with Deep Learning
M. D. Pritt
Gary Chern
27
133
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
50
163
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
30
18
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
30
149
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
57
33
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
16
18
0
12 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
21
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
27
268
0
30 Sep 2020
Self-grouping Convolutional Neural Networks
Self-grouping Convolutional Neural Networks
Qingbei Guo
Xiaojun Wu
J. Kittler
Zhiquan Feng
25
22
0
29 Sep 2020
The Elements of End-to-end Deep Face Recognition: A Survey of Recent
  Advances
The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances
Hang Du
Hailin Shi
Dan Zeng
Xiaoping Zhang
Tao Mei
OOD
38
118
0
28 Sep 2020
Scalable Transfer Learning with Expert Models
Scalable Transfer Learning with Expert Models
J. Puigcerver
C. Riquelme
Basil Mustafa
Cédric Renggli
André Susano Pinto
Sylvain Gelly
Daniel Keysers
N. Houlsby
34
63
0
28 Sep 2020
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