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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
Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond
  Message Passing
Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing
Jan Toenshoff
Martin Ritzert
Hinrikus Wolf
Martin Grohe
GNN
168
33
0
17 Feb 2021
Group Equivariant Conditional Neural Processes
Group Equivariant Conditional Neural Processes
M. Kawano
Wataru Kumagai
Akiyoshi Sannai
Yusuke Iwasawa
Y. Matsuo
BDL
101
20
0
17 Feb 2021
SPAN: a Simple Predict & Align Network for Handwritten Paragraph
  Recognition
SPAN: a Simple Predict & Align Network for Handwritten Paragraph Recognition
Denis Coquenet
Clément Chatelain
Thierry Paquet
57
23
0
17 Feb 2021
Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware
  Generative Adversarial Networks
Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks
Jonas Denck
J. Guehring
Andreas Maier
E. Rothgang
MedImGAN
52
9
0
17 Feb 2021
Integrating Floor Plans into Hedonic Models for Rent Price Appraisal
Integrating Floor Plans into Hedonic Models for Rent Price Appraisal
K. Solovev
Nicolas Pröllochs
64
16
0
16 Feb 2021
Attention-gated convolutional neural networks for off-resonance
  correction of spiral real-time MRI
Attention-gated convolutional neural networks for off-resonance correction of spiral real-time MRI
Yongwan Lim
Shrikanth S. Narayanan
K. Nayak
MedIm
44
1
0
14 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
87
21
0
14 Feb 2021
Neural Architecture Search as Program Transformation Exploration
Neural Architecture Search as Program Transformation Exploration
Jack Turner
Elliot J. Crowley
Michael F. P. O'Boyle
62
14
0
12 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
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
87
21
0
11 Feb 2021
Adversarially robust deepfake media detection using fused convolutional
  neural network predictions
Adversarially robust deepfake media detection using fused convolutional neural network predictions
Sohail Ahmed Khan
A. Artusi
H. Dai
AAML
66
16
0
11 Feb 2021
Lie-Sensor: A Live Emotion Verifier or a Licensor for Chat Applications
  using Emotional Intelligence
Lie-Sensor: A Live Emotion Verifier or a Licensor for Chat Applications using Emotional Intelligence
Falguni N. Patel
NirmalKumar Patel
S. Bharti
17
2
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
82
18
0
10 Feb 2021
Adversarial Perturbations Are Not So Weird: Entanglement of Robust and
  Non-Robust Features in Neural Network Classifiers
Adversarial Perturbations Are Not So Weird: Entanglement of Robust and Non-Robust Features in Neural Network Classifiers
Jacob Mitchell Springer
Melanie Mitchell
Garrett Kenyon
AAML
64
13
0
09 Feb 2021
End-to-End Deep Learning of Lane Detection and Path Prediction for
  Real-Time Autonomous Driving
End-to-End Deep Learning of Lane Detection and Path Prediction for Real-Time Autonomous Driving
Der-Hau Lee
Jinn-Liang Liu
UQCV
97
87
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
Speaker and Direction Inferred Dual-channel Speech Separation
Speaker and Direction Inferred Dual-channel Speech Separation
Chenxing Li
Jiaming Xu
N. Mesgarani
Bo Xu
43
8
0
08 Feb 2021
IC Networks: Remodeling the Basic Unit for Convolutional Neural Networks
IC Networks: Remodeling the Basic Unit for Convolutional Neural Networks
Junyi An
Fengshan Liu
Jian Zhao
S. Furao
64
1
0
06 Feb 2021
Instance and Panoptic Segmentation Using Conditional Convolutions
Instance and Panoptic Segmentation Using Conditional Convolutions
Zhi Tian
Bowen Zhang
Hao Chen
Chunhua Shen
ISeg
134
42
0
05 Feb 2021
ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine
  Learning Models
ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models
Yugeng Liu
Rui Wen
Xinlei He
A. Salem
Zhikun Zhang
Michael Backes
Emiliano De Cristofaro
Mario Fritz
Yang Zhang
AAML
118
134
0
04 Feb 2021
ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic
  Segmentation of Fine-Resolution Remote Sensing Images
ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images
Rui Li
Chenxi Duan
SSeg
85
158
0
04 Feb 2021
Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using
  Separable Convolutional Neural Network with Hard-Region-Weighted Loss
Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss
Wenhui Lei
Haochen Mei
Zhengwentai Sun
Shan Ye
Ran Gu
Huan Wang
Rui Huang
Shichuan Zhang
Shaoting Zhang
Guotai Wang
52
33
0
03 Feb 2021
Learning to identify image manipulations in scientific publications
Learning to identify image manipulations in scientific publications
Ghazal Mazaheri
K. Avila
Amit K. Roy-Chowdhury
49
3
0
03 Feb 2021
Dermo-DOCTOR: A framework for concurrent skin lesion detection and
  recognition using a deep convolutional neural network with end-to-end dual
  encoders
Dermo-DOCTOR: A framework for concurrent skin lesion detection and recognition using a deep convolutional neural network with end-to-end dual encoders
Md. Kamrul Hasan
Shidhartho Roy
Chayan Mondal
Md. Ashraful Alam
M. E. Elahi
Aishwariya Dutta
S. Raju
Md. Tasnim Jawad
Mohiudding Ahmad
50
21
0
03 Feb 2021
Learning to Segment Human Body Parts with Synthetically Trained Deep
  Convolutional Networks
Learning to Segment Human Body Parts with Synthetically Trained Deep Convolutional Networks
Alessandro Saviolo
Matteo Bonotto
D. Evangelista
Marco Imperoli
Jacopo Lazzaro
Emanuele Menegatti
Alberto Pretto
3DH
62
3
0
02 Feb 2021
Generalized Facial Manipulation Detection with Edge Region Feature
  Extraction
Generalized Facial Manipulation Detection with Edge Region Feature Extraction
Dong-Keon Kim
Kwangsu Kim
AAMLCVBM
77
11
0
02 Feb 2021
Enabling energy efficient machine learning on a Ultra-Low-Power vision
  sensor for IoT
Enabling energy efficient machine learning on a Ultra-Low-Power vision sensor for IoT
Francesco Paissan
M. Gottardi
Elisabetta Farella
54
5
0
02 Feb 2021
Inferring spatial relations from textual descriptions of images
Inferring spatial relations from textual descriptions of images
A. Elu
Gorka Azkune
Oier López de Lacalle
Ignacio Arganda-Carreras
Aitor Soroa Etxabe
Eneko Agirre
47
2
0
01 Feb 2021
VIPPrint: A Large Scale Dataset of Printed and Scanned Images for
  Synthetic Face Images Detection and Source Linking
VIPPrint: A Large Scale Dataset of Printed and Scanned Images for Synthetic Face Images Detection and Source Linking
Anselmo Castelo Branco Ferreira
Ehsan Nowroozi
Mauro Barni
CVBM
107
3
0
01 Feb 2021
A Novel Approach for Classification and Forecasting of Time Series in
  Particle Accelerators
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators
Sicheng Li
M. Zacharias
J. Snuverink
J. C. D. Portugal
Fernando Perez-Cruz
D. Reggiani
Andreas Adelmann
AI4TS
60
16
0
01 Feb 2021
Forecasting Action through Contact Representations from First Person
  Video
Forecasting Action through Contact Representations from First Person Video
Eadom Dessalene
Chinmaya Devaraj
Michael Maynord
Cornelia Fermuller
Yiannis Aloimonos
EgoV
115
61
0
01 Feb 2021
ConvNets for Counting: Object Detection of Transient Phenomena in
  Steelpan Drums
ConvNets for Counting: Object Detection of Transient Phenomena in Steelpan Drums
Scott H. Hawley
Andrew C. Morrison
55
2
0
01 Feb 2021
Few-shot Learning for CT Scan based COVID-19 Diagnosis
Few-shot Learning for CT Scan based COVID-19 Diagnosis
Yifan Jiang
Han Chen
D. Han
Hanseok Ko
OOD
127
16
0
01 Feb 2021
Graphonomy: Universal Image Parsing via Graph Reasoning and Transfer
Graphonomy: Universal Image Parsing via Graph Reasoning and Transfer
Liang Lin
Yiming Gao
Ke Gong
Meng Wang
Xiaodan Liang
64
13
0
26 Jan 2021
Model-agnostic interpretation by visualization of feature perturbations
Model-agnostic interpretation by visualization of feature perturbations
Wilson E. Marcílio-Jr
D. M. Eler
Fabricio A. Breve
AAML
43
1
0
26 Jan 2021
Performance Evaluation of Convolutional Neural Networks for Gait
  Recognition
Performance Evaluation of Convolutional Neural Networks for Gait Recognition
Kyriakos D. Apostolidis
Petros Amanatidis
G. Papakostas
CVBM
23
7
0
25 Jan 2021
Pruning and Quantization for Deep Neural Network Acceleration: A Survey
Pruning and Quantization for Deep Neural Network Acceleration: A Survey
Tailin Liang
C. Glossner
Lei Wang
Shaobo Shi
Xiaotong Zhang
MQ
269
710
0
24 Jan 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search
A Comprehensive Survey on Hardware-Aware Neural Architecture Search
Hadjer Benmeziane
Kaoutar El Maghraoui
Hamza Ouarnoughi
Smail Niar
Martin Wistuba
Naigang Wang
120
109
0
22 Jan 2021
A Review on Deep Learning in UAV Remote Sensing
A Review on Deep Learning in UAV Remote Sensing
L. Osco
J. M. Junior
A. P. Ramos
L. Jorge
S. Fatholahi
J. Silva
E. Matsubara
H. Pistori
W. Gonçalves
Jonathan Li
AI4Cl
109
364
0
22 Jan 2021
The Ikshana Hypothesis of Human Scene Understanding
The Ikshana Hypothesis of Human Scene Understanding
Venkata Satya Sai Ajay Daliparthi
92
0
0
21 Jan 2021
A Survey on Ensemble Learning under the Era of Deep Learning
A Survey on Ensemble Learning under the Era of Deep Learning
Yongquan Yang
Haijun Lv
Ning Chen
OOD
162
207
0
21 Jan 2021
Convolutional conditional neural processes for local climate downscaling
Convolutional conditional neural processes for local climate downscaling
Anna Vaughan
Will Tebbutt
J. S. Hosking
Richard Turner
BDL
94
49
0
20 Jan 2021
A Lightweight Structure Aimed to Utilize Spatial Correlation for
  Sparse-View CT Reconstruction
A Lightweight Structure Aimed to Utilize Spatial Correlation for Sparse-View CT Reconstruction
Yitong Liu
Ken Deng
Chang Sun
Hongwen Yang
87
6
0
19 Jan 2021
Comparative Evaluation of 3D and 2D Deep Learning Techniques for
  Semantic Segmentation in CT Scans
Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans
Abhishek Shivdeo
R. Lokwani
V. Kulkarni
A. Kharat
Aniruddha Pant
78
15
0
19 Jan 2021
Deep Learning Models for Calculation of Cardiothoracic Ratio from Chest
  Radiographs for Assisted Diagnosis of Cardiomegaly
Deep Learning Models for Calculation of Cardiothoracic Ratio from Chest Radiographs for Assisted Diagnosis of Cardiomegaly
T. Gupte
Mrunmai Niljikar
M. Gawali
V. Kulkarni
A. Kharat
Aniruddha Pant
33
17
0
19 Jan 2021
Channelized Axial Attention for Semantic Segmentation -- Considering
  Channel Relation within Spatial Attention for Semantic Segmentation
Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic Segmentation
Ye Huang
Di Kang
W. Jia
Xiangjian He
Liu Liu
173
36
0
19 Jan 2021
SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from
  Monocular images
SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular images
Lei He
Jiwen Lu
Guanghui Wang
Shiyu Song
Jie Zhou
120
71
0
19 Jan 2021
CheXtransfer: Performance and Parameter Efficiency of ImageNet Models
  for Chest X-Ray Interpretation
CheXtransfer: Performance and Parameter Efficiency of ImageNet Models for Chest X-Ray Interpretation
Alexander Ke
William Ellsworth
Oishi Banerjee
A. Ng
Pranav Rajpurkar
MedIm
147
105
0
18 Jan 2021
Chaotic-to-Fine Clustering for Unlabeled Plant Disease Images
Chaotic-to-Fine Clustering for Unlabeled Plant Disease Images
Uno Fang
Jianxin Li
Xuequan Lu
Mumtaz Ali
Longxiang Gao
Yong Xiang
152
2
0
18 Jan 2021
Context-aware Attentional Pooling (CAP) for Fine-grained Visual
  Classification
Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification
Ardhendu Behera
Zachary Wharton
Pradeep Ruwan Padmasiri Galbokka Hewage
Asish Bera
122
110
0
17 Jan 2021
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