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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 / 2,953 papers shown
Title
SR-GNN: Spatial Relation-aware Graph Neural Network for Fine-Grained
  Image Categorization
SR-GNN: Spatial Relation-aware Graph Neural Network for Fine-Grained Image Categorization
Asish Bera
Zachary Wharton
Yonghuai Liu
Nikolaos Bessis
Ardhendu Behera
93
55
0
05 Sep 2022
Wavelength-aware 2D Convolutions for Hyperspectral Imaging
Wavelength-aware 2D Convolutions for Hyperspectral Imaging
Leon Amadeus Varga
Martin Messmer
Nuri Benbarka
A. Zell
61
4
0
05 Sep 2022
A comprehensive survey on recent deep learning-based methods applied to
  surgical data
A comprehensive survey on recent deep learning-based methods applied to surgical data
Mansoor Ali
Rafael Martinez Garcia Peña
Gilberto Ochoa-Ruiz
Sharib Ali
141
6
0
03 Sep 2022
SemSegDepth: A Combined Model for Semantic Segmentation and Depth
  Completion
SemSegDepth: A Combined Model for Semantic Segmentation and Depth Completion
J. Lagos
Esa Rahtu
VLM3DV
82
6
0
01 Sep 2022
A Deep Neural Networks ensemble workflow from hyperparameter search to
  inference leveraging GPU clusters
A Deep Neural Networks ensemble workflow from hyperparameter search to inference leveraging GPU clusters
Pierrick Pochelu
S. Petiton
B. Conche
AI4CE
81
3
0
30 Aug 2022
Detection and Classification of Brain tumors Using Deep Convolutional
  Neural Networks
Detection and Classification of Brain tumors Using Deep Convolutional Neural Networks
G. Balaji
Ranit Sen
Harsh Kirty
61
9
0
28 Aug 2022
CrackSeg9k: A Collection and Benchmark for Crack Segmentation Datasets
  and Frameworks
CrackSeg9k: A Collection and Benchmark for Crack Segmentation Datasets and Frameworks
Shreyas Kulkarni
Shreyas Singh
Dhananjay Balakrishnan
Siddharth Sharma
Saipraneeth Devunuri
Sai Chowdeswara Rao Korlapati
66
36
0
27 Aug 2022
Efficient ML Models for Practical Secure Inference
Efficient ML Models for Practical Secure Inference
Vinod Ganesan
Anwesh Bhattacharya
Pratyush Kumar
Divya Gupta
Rahul Sharma
Nishanth Chandran
MedIm
114
5
0
26 Aug 2022
A Study on Broadcast Networks for Music Genre Classification
A Study on Broadcast Networks for Music Genre Classification
Ahmed Heakl
A. Abdelgawad
Victor Parque
56
6
0
25 Aug 2022
Generative Adversarial Network (GAN) based Image-Deblurring
Generative Adversarial Network (GAN) based Image-Deblurring
Y. Lu
N. Polydorides
GAN
52
0
0
24 Aug 2022
Fast and Precise Binary Instance Segmentation of 2D Objects for
  Automotive Applications
Fast and Precise Binary Instance Segmentation of 2D Objects for Automotive Applications
Darshan Ganganna Ravindra
Laslo Dinges
A. Al-Hamadi
Vasili Baranau
68
0
0
24 Aug 2022
Semi-supervised Semantic Segmentation with Mutual Knowledge Distillation
Semi-supervised Semantic Segmentation with Mutual Knowledge Distillation
Jianlong Yuan
Jinchao Ge
Zhibin Wang
Yifan Liu
69
19
0
24 Aug 2022
DeepPicarMicro: Applying TinyML to Autonomous Cyber Physical Systems
DeepPicarMicro: Applying TinyML to Autonomous Cyber Physical Systems
Michael Bechtel
QiTao Weng
H. Yun
BDL
78
7
0
23 Aug 2022
DepthFake: a depth-based strategy for detecting Deepfake videos
DepthFake: a depth-based strategy for detecting Deepfake videos
Luca Maiano
Lorenzo Papa
Ketbjano Vocaj
Irene Amerini
80
10
0
23 Aug 2022
A Comprehensive Study of Real-Time Object Detection Networks Across
  Multiple Domains: A Survey
A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey
Elahe Arani
Shruthi Gowda
Ratnajit Mukherjee
Omar Magdy
Senthilkumar S. Kathiresan
Bahram Zonooz
ObjDOOD
83
29
0
23 Aug 2022
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic
  Segmentation
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
Lihe Yang
Lei Qi
Xue Jiang
Wayne Zhang
Yinghuan Shi
100
268
0
21 Aug 2022
PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for
  Cross-Dataset Medical Image Analysis
PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset Medical Image Analysis
Mohammadreza Amirian
Javier A. Montoya-Zegarra
Jonathan Gruss
Yves D. Stebler
A. S. Bozkir
M. Calandri
Friedhelm Schwenker
Thilo Stadelmann
MedIm
66
3
0
19 Aug 2022
Detecting Environmental Violations with Satellite Imagery in Near Real
  Time: Land Application under the Clean Water Act
Detecting Environmental Violations with Satellite Imagery in Near Real Time: Land Application under the Clean Water Act
Ben Chugg
Nicolas Rothbacher
A. Feng
Xiaoqi Long
Daniel E. Ho
67
2
0
18 Aug 2022
COPE: End-to-end trainable Constant Runtime Object Pose Estimation
COPE: End-to-end trainable Constant Runtime Object Pose Estimation
S. Thalhammer
T. Patten
Markus Vincze
3DPC
82
14
0
18 Aug 2022
Exploring and Exploiting Multi-Granularity Representations for Machine
  Reading Comprehension
Exploring and Exploiting Multi-Granularity Representations for Machine Reading Comprehension
Nuo Chen
Chenyu You
84
0
0
18 Aug 2022
IDAN: Image Difference Attention Network for Change Detection
IDAN: Image Difference Attention Network for Change Detection
Hongkun Liu
Zican Hu
Qichen Ding
Xueyun Chen
62
2
0
17 Aug 2022
Generative Thermal Design Through Boundary Representation and
  Multi-Agent Cooperative Environment
Generative Thermal Design Through Boundary Representation and Multi-Agent Cooperative Environment
Hadi Keramati
F. Hamdullahpur
AI4CE
69
0
0
16 Aug 2022
The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text
  Recognition
The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition
S. Cascianelli
Vittorio Pippi
Martin Maarand
Marcella Cornia
Lorenzo Baraldi
Christopher Kermorvant
Rita Cucchiara
66
7
0
16 Aug 2022
Deep convolutional surrogates and degrees of freedom in thermal design
Deep convolutional surrogates and degrees of freedom in thermal design
Hadi Keramati
F. Hamdullahpur
AI4CE
77
0
0
16 Aug 2022
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on
  Privacy-aware Synthetic Training Data
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data
Marco Huber
Fadi Boutros
An Luu
Kiran Raja
Raghavendra Ramachandra
...
Marija Ivanovska
Borut Batagelj
Andrej Kronovvsek
Peter Peer
Vitomir vStruc
CVBM
79
29
0
15 Aug 2022
Deepfake Detection using ImageNet models and Temporal Images of 468
  Facial Landmarks
Deepfake Detection using ImageNet models and Temporal Images of 468 Facial Landmarks
Christeena Jose
CVBM
89
1
0
15 Aug 2022
Light Weight Character and Shape Recognition for Autonomous Drones
Light Weight Character and Shape Recognition for Autonomous Drones
Neetigya Poddar
Shruti Jain
41
0
0
14 Aug 2022
Analyzing Fairness in Deepfake Detection With Massively Annotated
  Databases
Analyzing Fairness in Deepfake Detection With Massively Annotated Databases
Ying Xu
Philipp Terhörst
Kiran Raja
Marius Pedersen
127
13
0
11 Aug 2022
Benchmarking Joint Face Spoofing and Forgery Detection with Visual and
  Physiological Cues
Benchmarking Joint Face Spoofing and Forgery Detection with Visual and Physiological Cues
Zitong Yu
Rizhao Cai
Zhi Li
Wenhan Yang
Jingang Shi
Alex C. Kot
AAMLCVBM
99
34
0
10 Aug 2022
Real-Time Oil Leakage Detection on Aftermarket Motorcycle Damping System
  with Convolutional Neural Networks
Real-Time Oil Leakage Detection on Aftermarket Motorcycle Damping System with Convolutional Neural Networks
Federico Bianchi
Stefano Speziali
A. Marini
Massimiliano Proietti
L. Menculini
A. Garinei
G. Bellani
M. Marconi
48
1
0
10 Aug 2022
Subjective Evaluation of Deep Neural Network Based Speech Enhancement
  Systems in Real-World Conditions
Subjective Evaluation of Deep Neural Network Based Speech Enhancement Systems in Real-World Conditions
Gaurav Naithani
Kirsi Pietilä
R. Niemistö
E. Paajanen
T. Takala
Tuomas Virtanen
85
1
0
09 Aug 2022
Res-Dense Net for 3D Covid Chest CT-scan classification
Res-Dense Net for 3D Covid Chest CT-scan classification
Quoc-Huy Trinh
Minh Le Nguyen
T. Nguyen-Dinh
MedIm
54
1
0
09 Aug 2022
3D Vision with Transformers: A Survey
3D Vision with Transformers: A Survey
Jean Lahoud
Jiale Cao
Fahad Shahbaz Khan
Hisham Cholakkal
Rao Muhammad Anwer
Salman Khan
Ming-Hsuan Yang
ViTMedIm
112
33
0
08 Aug 2022
Efficient Neural Net Approaches in Metal Casting Defect Detection
Efficient Neural Net Approaches in Metal Casting Defect Detection
Rohit Lal
B. Bolla
Sabeesh Ethiraj
PINNMedImAI4CE
86
16
0
08 Aug 2022
Convolutional Ensembling based Few-Shot Defect Detection Technique
Convolutional Ensembling based Few-Shot Defect Detection Technique
Soumyajit Karmakar
Abeer Banerjee
P. Gidde
Sumeet Saurav
S. Singh
UQCV
82
3
0
05 Aug 2022
Image-based Contextual Pill Recognition with Medical Knowledge Graph
  Assistance
Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance
Anh Duy Nguyen
Thuy-Dung Nguyen
H. Pham
T. Nguyen
Phi Le Nguyen
MedIm
43
5
0
04 Aug 2022
LSSANet: A Long Short Slice-Aware Network for Pulmonary Nodule Detection
LSSANet: A Long Short Slice-Aware Network for Pulmonary Nodule Detection
Rui Xu
Yong Luo
Bo Du
Kaiming Kuang
Jiancheng Yang
63
10
0
03 Aug 2022
Multi-Feature Vision Transformer via Self-Supervised Representation
  Learning for Improvement of COVID-19 Diagnosis
Multi-Feature Vision Transformer via Self-Supervised Representation Learning for Improvement of COVID-19 Diagnosis
Xiao Qi
D. Foran
J. Nosher
Ilker Hacihaliloglu
ViTMedIm
60
3
0
03 Aug 2022
Visual Interpretable and Explainable Deep Learning Models for Brain
  Tumor MRI and COVID-19 Chest X-ray Images
Visual Interpretable and Explainable Deep Learning Models for Brain Tumor MRI and COVID-19 Chest X-ray Images
Yusuf Brima
M. Atemkeng
FAttMedIm
93
1
0
01 Aug 2022
Computer Vision Methods for the Microstructural Analysis of Materials:
  The State-of-the-art and Future Perspectives
Computer Vision Methods for the Microstructural Analysis of Materials: The State-of-the-art and Future Perspectives
Khaled Alrfou
Amir Kordijazi
Tian Zhao
3DV
63
6
0
29 Jul 2022
Deep learning for understanding multilabel imbalanced Chest X-ray
  datasets
Deep learning for understanding multilabel imbalanced Chest X-ray datasets
H. Liz
Javier Huertas-Tato
Manuel Sánchez-Montanés
Javier Del Ser
David Camacho
SSL
80
26
0
28 Jul 2022
Pro-tuning: Unified Prompt Tuning for Vision Tasks
Pro-tuning: Unified Prompt Tuning for Vision Tasks
Xing Nie
Bolin Ni
Jianlong Chang
Gaomeng Meng
Chunlei Huo
Zhaoxiang Zhang
Shiming Xiang
Qi Tian
Chunhong Pan
AAMLVPVLMVLM
137
76
0
28 Jul 2022
Training a universal instance segmentation network for live cell images
  of various cell types and imaging modalities
Training a universal instance segmentation network for live cell images of various cell types and imaging modalities
Tianqi Guo
Yin Wang
Luis Solorio
J. Allebach
SSegOOD
59
3
0
28 Jul 2022
A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging
  Optical Flow Features
A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging Optical Flow Features
P. Saikia
Dhwani Dholaria
Priyanka Yadav
Vaidehi M Patel
Mohendra Roy
88
56
0
28 Jul 2022
Lightweight and Progressively-Scalable Networks for Semantic
  Segmentation
Lightweight and Progressively-Scalable Networks for Semantic Segmentation
Yiheng Zhang
Ting Yao
Zhaofan Qiu
Tao Mei
SSeg
117
24
0
27 Jul 2022
Multi-Forgery Detection Challenge 2022: Push the Frontier of
  Unconstrained and Diverse Forgery Detection
Multi-Forgery Detection Challenge 2022: Push the Frontier of Unconstrained and Diverse Forgery Detection
Jianshu Li
Man Luo
Jian Liu
Tao Chen
Chengjie Wang
...
Bo Liu
Mingyu Guo
Ying Guo
Y. Ao
Pengfei Gao
43
0
0
27 Jul 2022
Generalizable multi-task, multi-domain deep segmentation of sparse
  pediatric imaging datasets via multi-scale contrastive regularization and
  multi-joint anatomical priors
Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors
Arnaud Boutillon
Pierre-Henri Conze
C. Pons
Valérie Burdin
Bhushan S Borotikar
67
18
0
27 Jul 2022
TINYCD: A (Not So) Deep Learning Model For Change Detection
TINYCD: A (Not So) Deep Learning Model For Change Detection
Andrea Codegoni
G. Lombardi
Alessandro Ferrari
92
79
0
26 Jul 2022
Deep COVID-19 Recognition using Chest X-ray Images: A Comparative
  Analysis
Deep COVID-19 Recognition using Chest X-ray Images: A Comparative Analysis
S. Thuseethan
C. Wimalasooriya
S. Vasanthapriyan
39
3
0
26 Jul 2022
Pose Forecasting in Industrial Human-Robot Collaboration
Pose Forecasting in Industrial Human-Robot Collaboration
Alessio Sampieri
Guido DÁmely
Andrea Avogaro
Federico Cunico
Geri Skenderi
Francesco Setti
Marco Cristani
Fabio Galasso
56
31
0
24 Jul 2022
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