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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 / 2,954 papers shown
Title
TransferD2: Automated Defect Detection Approach in Smart Manufacturing
  using Transfer Learning Techniques
TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques
Atah Nuh Mih
Hung Cao
J.L. Pickard
Monica Wachowicz
R. Dubay
66
2
0
26 Feb 2023
Learning Pairwise Interaction for Generalizable DeepFake Detection
Learning Pairwise Interaction for Generalizable DeepFake Detection
Ying Xu
Kiran Raja
L. Verdoliva
Marius Pedersen
87
21
0
26 Feb 2023
Dermatological Diagnosis Explainability Benchmark for Convolutional
  Neural Networks
Dermatological Diagnosis Explainability Benchmark for Convolutional Neural Networks
Raluca Jalaboi
Ole Winther
A. Galimzianova
FAtt
63
1
0
23 Feb 2023
LightCTS: A Lightweight Framework for Correlated Time Series Forecasting
LightCTS: A Lightweight Framework for Correlated Time Series Forecasting
Zhichen Lai
Dalin Zhang
Huan Li
Christian S. Jensen
Hua Lu
Yan Zhao
AI4TS
75
32
0
23 Feb 2023
Pixel Difference Convolutional Network for RGB-D Semantic Segmentation
Pixel Difference Convolutional Network for RGB-D Semantic Segmentation
Jun Yang
Lizhi Bai
Yaoru Sun
Chunqi Tian
Maoyu Mao
Guorun Wang
SSeg
77
25
0
23 Feb 2023
Efficient Context Integration through Factorized Pyramidal Learning for
  Ultra-Lightweight Semantic Segmentation
Efficient Context Integration through Factorized Pyramidal Learning for Ultra-Lightweight Semantic Segmentation
Nadeem Atif
Saquib Mazhar
Debajit Sarma
M. Bhuyan
S. R. Ahamad
SSeg
92
0
0
23 Feb 2023
Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection
Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection
Chu Zhou
Jiajun Huang
Daochang Liu
Chengbin Du
Siqi Ma
Surya Nepal
Chang Xu
88
0
0
21 Feb 2023
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey
Kunlin Wang
Zi Wang
Zhang Li
Ang Su
Xichao Teng
Minhao Liu
Qifeng Yu
Qifeng Yu
ObjD
222
9
0
21 Feb 2023
Towards Universal Fake Image Detectors that Generalize Across Generative
  Models
Towards Universal Fake Image Detectors that Generalize Across Generative Models
Utkarsh Ojha
Yuheng Li
Yong Jae Lee
117
243
0
20 Feb 2023
A Comprehensive Evaluation Study on Risk Level Classification of
  Melanoma by Computer Vision on ISIC 2016-2020 Datasets
A Comprehensive Evaluation Study on Risk Level Classification of Melanoma by Computer Vision on ISIC 2016-2020 Datasets
Cheng-Yun Yao
67
2
0
19 Feb 2023
MorphGANFormer: Transformer-based Face Morphing and De-Morphing
MorphGANFormer: Transformer-based Face Morphing and De-Morphing
Naifeng Zhang
Xudong Liu
Xuzhao Li
Guo-Jun Qi
CVBM
63
5
0
18 Feb 2023
Local-to-Global Information Communication for Real-Time Semantic
  Segmentation Network Search
Local-to-Global Information Communication for Real-Time Semantic Segmentation Network Search
Guangliang Cheng
Peng Sun
Ting-Bing Xu
Shuchang Lyu
Peiwen Lin
100
1
0
16 Feb 2023
A Cloud-based Deep Learning Framework for Early Detection of Pushing at
  Crowded Event Entrances
A Cloud-based Deep Learning Framework for Early Detection of Pushing at Crowded Event Entrances
A. Alia
Mohammed Maree
Mohcine Chraibi
Anas Toma
A. Seyfried
31
11
0
16 Feb 2023
Cross Modal Distillation for Flood Extent Mapping
Cross Modal Distillation for Flood Extent Mapping
Shubhika Garg
Ben Feinstein
Shahar Timnat
Vishal Batchu
G. Dror
Adi Gerzi Rosenthal
Varun Gulshan
70
12
0
16 Feb 2023
Optical flow estimation from event-based cameras and spiking neural
  networks
Optical flow estimation from event-based cameras and spiking neural networks
Javier Cuadrado
Ulysse Rançon
Benoit R. Cottereau
Francisco Barranco
T. Masquelier
3DPC
94
42
0
13 Feb 2023
Rapid Development of Compositional AI
Rapid Development of Compositional AI
Lee Martie
Jessie Rosenberg
Véronique Demers
Gaoyuan Zhang
Onkar Bhardwaj
...
D. Adesina
Elahe Paikari
Oscar Resendiz
Sarah Shaw
David D. Cox
29
3
0
12 Feb 2023
CEN-HDR: Computationally Efficient neural Network for real-time High
  Dynamic Range imaging
CEN-HDR: Computationally Efficient neural Network for real-time High Dynamic Range imaging
S. Tel
B. Heyrman
D. Ginhac
71
4
0
10 Feb 2023
Beyond In-Domain Scenarios: Robust Density-Aware Calibration
Beyond In-Domain Scenarios: Robust Density-Aware Calibration
Christian Tomani
Futa Waseda
Yuesong Shen
Zorah Lähner
UQCV
54
5
0
10 Feb 2023
Weakly Supervised Human Skin Segmentation using Guidance Attention
  Mechanisms
Weakly Supervised Human Skin Segmentation using Guidance Attention Mechanisms
Kooshan Hashemifard
Pau Climent-Pérez
Francisco Flórez-Revuelta
3DH
48
1
0
09 Feb 2023
GMConv: Modulating Effective Receptive Fields for Convolutional Kernels
GMConv: Modulating Effective Receptive Fields for Convolutional Kernels
Qi Chen
Chao Li
Jia Ning
Stephen Lin
Kun He
AAML
107
2
0
09 Feb 2023
Revisiting Pre-training in Audio-Visual Learning
Revisiting Pre-training in Audio-Visual Learning
Ruoxuan Feng
Wenke Xia
Di Hu
82
1
0
07 Feb 2023
Stop overkilling simple tasks with black-box models and use transparent models instead
Matteo Rizzo
Matteo Marcuzzo
A. Zangari
A. Gasparetto
A. Albarelli
VLM
78
1
0
06 Feb 2023
Towards energy-efficient Deep Learning: An overview of energy-efficient
  approaches along the Deep Learning Lifecycle
Towards energy-efficient Deep Learning: An overview of energy-efficient approaches along the Deep Learning Lifecycle
Vanessa Mehlin
Sigurd Schacht
Carsten Lanquillon
HAIMedIm
141
20
0
05 Feb 2023
Revisiting Image Deblurring with an Efficient ConvNet
Revisiting Image Deblurring with an Efficient ConvNet
Lingyan Ruan
Mojtaba Bemana
Hans-peter Seidel
K. Myszkowski
Bin Chen
84
13
0
04 Feb 2023
This Intestine Does Not Exist: Multiscale Residual Variational
  Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation
This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation
Dimitrios E. Diamantis
Panagiota Gatoula
Anastasios Koulaouzidis
D. Iakovidis
MedIm
96
6
0
04 Feb 2023
SegForestNet: Spatial-Partitioning-Based Aerial Image Segmentation
SegForestNet: Spatial-Partitioning-Based Aerial Image Segmentation
D. Gritzner
Jörn Ostermann
83
0
0
03 Feb 2023
Energy Efficiency of Training Neural Network Architectures: An Empirical
  Study
Energy Efficiency of Training Neural Network Architectures: An Empirical Study
Yi Xu
Silverio Martínez-Fernández
Matias Martinez
Xavier Franch
70
17
0
02 Feb 2023
Towards Implementing Energy-aware Data-driven Intelligence for Smart
  Health Applications on Mobile Platforms
Towards Implementing Energy-aware Data-driven Intelligence for Smart Health Applications on Mobile Platforms
G. D. Samaraweera
Hung Nguyen
Hadi Zanddizari
Behnam Zeinali
Jerome Chang
73
0
0
01 Feb 2023
Efficient Scopeformer: Towards Scalable and Rich Feature Extraction for
  Intracranial Hemorrhage Detection
Efficient Scopeformer: Towards Scalable and Rich Feature Extraction for Intracranial Hemorrhage Detection
Yassine Barhoumi
N. Bouaynaya
Ghulam Rasool
MedIm
53
5
0
01 Feb 2023
Revisiting Bellman Errors for Offline Model Selection
Revisiting Bellman Errors for Offline Model Selection
Joshua P. Zitovsky
Daniel de Marchi
Rishabh Agarwal
Michael R. Kosorok University of North Carolina at Chapel Hill
OffRL
88
5
0
31 Jan 2023
Real Estate Property Valuation using Self-Supervised Vision Transformers
Real Estate Property Valuation using Self-Supervised Vision Transformers
Mahdieh Yazdani
M. Raissi
ViT
61
1
0
31 Jan 2023
NASiam: Efficient Representation Learning using Neural Architecture
  Search for Siamese Networks
NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks
Alexandre Heuillet
Hedi Tabia
Hichem Arioui
68
3
0
31 Jan 2023
Supporting Safety Analysis of Image-processing DNNs through
  Clustering-based Approaches
Supporting Safety Analysis of Image-processing DNNs through Clustering-based Approaches
M. Attaoui
Hazem M. Fahmy
F. Pastore
Lionel C. Briand
AI4CE
86
5
0
31 Jan 2023
Massively Scaling Heteroscedastic Classifiers
Massively Scaling Heteroscedastic Classifiers
Mark Collier
Rodolphe Jenatton
Basil Mustafa
N. Houlsby
Jesse Berent
E. Kokiopoulou
80
9
0
30 Jan 2023
Gesture Control of Micro-drone: A Lightweight-Net with Domain
  Randomization and Trajectory Generators
Gesture Control of Micro-drone: A Lightweight-Net with Domain Randomization and Trajectory Generators
Isaac Osei Agyemang
Isaac Adjei-Mensah
S. B. Yussif
Linda Delali Fiasam
Bernard Cobbinah Mawuli
B. L. Agbley
Collins Sey
Joshua Berkohd
40
0
0
29 Jan 2023
CellMix: A General Instance Relationship based Method for Data
  Augmentation Towards Pathology Image Classification
CellMix: A General Instance Relationship based Method for Data Augmentation Towards Pathology Image Classification
Tianyi Zhang
Zhiling Yan
Chun Xing Li
Nan Ying
Y. Lei
Yun Feng
Yu Zhao
Guanglei Zhang
95
2
0
27 Jan 2023
The Power of Linear Combinations: Learning with Random Convolutions
The Power of Linear Combinations: Learning with Random Convolutions
Paul Gavrikov
J. Keuper
86
2
0
26 Jan 2023
Open Problems in Applied Deep Learning
Open Problems in Applied Deep Learning
M. Raissi
AI4CE
124
2
0
26 Jan 2023
Out of Distribution Performance of State of Art Vision Model
Out of Distribution Performance of State of Art Vision Model
Salman Rahman
W. Lee
129
3
0
25 Jan 2023
DeepFEL: Deep Fastfood Ensemble Learning for Histopathology Image
  Analysis
DeepFEL: Deep Fastfood Ensemble Learning for Histopathology Image Analysis
Nima Hatami
41
1
0
23 Jan 2023
Multi-domain stain normalization for digital pathology: A
  cycle-consistent adversarial network for whole slide images
Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images
Martin J. Hetz
Tabea-Clara Bucher
T. Brinker
OODMedIm
78
11
0
23 Jan 2023
CircNet: Meshing 3D Point Clouds with Circumcenter Detection
CircNet: Meshing 3D Point Clouds with Circumcenter Detection
Huan Lei
Ruitao Leng
Liang Zheng
Hongdong Li
3DPC
74
6
0
23 Jan 2023
Face Generation from Textual Features using Conditionally Trained Inputs
  to Generative Adversarial Networks
Face Generation from Textual Features using Conditionally Trained Inputs to Generative Adversarial Networks
Sandeep Shinde
Tejas Pradhan
Aniket Ghorpade
Mihir Tale
GANCVBM
58
3
0
22 Jan 2023
DeepCOVID-Fuse: A Multi-modality Deep Learning Model Fusing Chest
  X-Radiographs and Clinical Variables to Predict COVID-19 Risk Levels
DeepCOVID-Fuse: A Multi-modality Deep Learning Model Fusing Chest X-Radiographs and Clinical Variables to Predict COVID-19 Risk Levels
Yunan Wu
Amil Dravid
R. M. Wehbe
Aggelos K. Katsaggelos
31
0
0
20 Jan 2023
A Comparative Analysis of CNN-Based Pretrained Models for the Detection
  and Prediction of Monkeypox
A Comparative Analysis of CNN-Based Pretrained Models for the Detection and Prediction of Monkeypox
Sourav Saha
Trina Chakraborty
R. Sulaiman
Tithi Paul
23
6
0
20 Jan 2023
Pneumonia Detection in Chest X-Ray Images : Handling Class Imbalance
Pneumonia Detection in Chest X-Ray Images : Handling Class Imbalance
Wardah Ali
Eesha Qureshi
Omama Ahmed Farooqi
Rizwan Ahmed Khan
106
5
0
20 Jan 2023
LoCoNet: Long-Short Context Network for Active Speaker Detection
LoCoNet: Long-Short Context Network for Active Speaker Detection
Xizi Wang
Feng Cheng
Gedas Bertasius
David J. Crandall
88
17
0
19 Jan 2023
Interpreting CNN Predictions using Conditional Generative Adversarial
  Networks
Interpreting CNN Predictions using Conditional Generative Adversarial Networks
Akash Guna
Raul Benitez
Sikha
GAN
81
5
0
19 Jan 2023
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset
Yiping Jiao
Jeroen van der Laak
Shadi Albarqouni
Zhang Li
T. Tan
...
S. Khurram
Thomas P. Watson
Nasir M. Rajpoot
M. Veta
F. Ciompi
65
8
0
16 Jan 2023
Deep Learning based Novel Cascaded Approach for Skin Lesion Analysis
Deep Learning based Novel Cascaded Approach for Skin Lesion Analysis
S. Innani
Prasad Dutande
Bhakti Baheti
Ujjwal Baid
Sanjay Talbar
111
7
0
16 Jan 2023
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