Xception is a convolutional neural network architecture that relies solely on depthwise separable convolution layers.

Source: Xception: Deep Learning With Depthwise Separable Convolutions

Latest Papers

PAPER DATE
Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers
Christoph KamannBurkhard GüssefeldRobin HutmacherJan Hendrik MetzenCarsten Rother
2020-10-12
An Empirical Study on Detecting COVID-19 in Chest X-ray Images Using Deep Learning Based Methods
Ramtin BabaeipourElham AziziHassan Khotanlou
2020-10-10
IRX-1D: A Simple Deep Learning Architecture for Remote Sensing Classifications
Mahesh PalAkshayB. Charan Teja
2020-10-08
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans
Paschalis BizopoulosNicholas VretosPetros Daras
2020-09-10
Deepfake detection: humans vs. machines
Pavel KorshunovSébastien Marcel
2020-09-07
Counting Fish and Dolphins in Sonar Images Using Deep Learning
Stefan SchneiderAlex Zhuang
2020-07-24
COVID-19 detection using Residual Attention Network an Artificial Intelligence approach
Vishal SharmaCurtis Dyreson
2020-06-26
Salienteye: Maximizing Engagement While Maintaining Artistic Style on Instagram Using Deep Neural Networks
Lili WangRuibo LiuSoroush Vosoughi
2020-06-13
A Robust Attentional Framework for License Plate Recognition in the Wild
Linjiang ZhangPeng WangHui LiZhen LiChunhua ShenYanning Zhang
2020-06-06
Blended Multi-Modal Deep ConvNet Features for Diabetic Retinopathy Severity Prediction
J. D. BodapatiN. VeeranjaneyuluS. N. ShareefS. HakakM. BilalP. K. R. MaddikuntaO. Jo
2020-05-30
SSM-Net for Plants Disease Identification in Low Data Regime
Shruti Jadon
2020-05-27
Towards the Infeasibility of Membership Inference on Deep Models
Shahbaz RezaeiXin Liu
2020-05-27
Evaluation of deep convolutional neural networks in classifying human embryo images based on their morphological quality
Prudhvi ThirumalarajuManoj Kumar KanakasabapathyCharles L BormannRaghav GuptaRohan PooniwalaHemanth KandulaIrene SouterIrene DimitriadisHadi Shafiee
2020-05-21
A modified deep convolutional neural network for detecting COVID-19 and pneumonia from chest X-ray images based on the concatenation of Xception and ResNet50V2
| RahimzadehMohammad; AttarAbolfazl
2020-05-20
Adaptive Low-Rank Factorization to regularize shallow and deep neural networks
Mohammad Mahdi BejaniMehdi Ghatee
2020-05-05
Deep Convolutional Neural Networks to Diagnose COVID-19 and other Pneumonia Diseases from Posteroanterior Chest X-Rays
Pierre G. B. Moutounet-Cartan
2020-05-02
Towards Deep Learning Methods for Quality Assessment of Computer-Generated Imagery
Markus UtkeSaman ZadtootaghajSteven SchmidtSebastian Möller
2020-05-02
A Systematic Search over Deep Convolutional Neural Network Architectures for Screening Chest Radiographs
Arka MitraArunava ChakravartyNirmalya GhoshTandra SarkarRamanathan SethuramanDebdoot Sheet
2020-04-24
Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning-Based Approach
Sara Hosseinzadeh KassaniPeyman Hosseinzadeh KassasniMichal J. WesolowskiKevin A. SchneiderRalph Deters
2020-04-22
A New Modified Deep Convolutional Neural Network for Detecting COVID-19 from X-ray Images
| Mohammad RahimzadehAbolfazl Attar
2020-04-17
Video Face Manipulation Detection Through Ensemble of CNNs
| Nicolò BonettiniEdoardo Daniele CannasSara MandelliLuca BondiPaolo BestaginiStefano Tubaro
2020-04-16
CoroNet: A deep neural network for detection and diagnosis of COVID-19 from chest x-ray images
Asif Iqbal KhanJunaid Latief ShahMudasir Bhat
2020-04-10
Automated Methods for Detection and Classification Pneumonia based on X-Ray Images Using Deep Learning
Khalid El AsnaouiYouness ChawkiAli Idri
2020-03-31
Automatic lesion segmentation and Pathological Myopia classification in fundus images
Cefas Rodrigues FreireJulio Cesar da Costa MouraDaniele Montenegro da Silva BarrosRicardo Alexsandro de Medeiros Valentim
2020-02-15
GSANet: Semantic Segmentation with Global and Selective Attention
Qingfeng LiuMostafa El-KhamyDongwoon BaiJungwon Lee
2020-02-14
Vision-based Fight Detection from Surveillance Cameras
| Şeymanur AktıGözde Ayşe TataroğluHazım Kemal Ekenel
2020-02-11
Optimal Transfer Learning Model for Binary Classification of Funduscopic Images through Simple Heuristics
Rohit JammulaVishnu Rajan TejusShreya Shankar
2020-02-11
Exponential discretization of weights of neural network connections in pre-trained neural networks
Magomed Yu. MalsagovEmil M. KhayrovMaria M. PushkarevaIakov M. Karandashev
2020-02-03
Near real-time map building with multi-class image set labelling and classification of road conditions using convolutional neural networks
Sheela RamannaCenker SengozScott KehlerDat Pham
2020-01-27
Comparisonal study of Deep Learning approaches on Retinal OCT Image
Nowshin TasnimMahmudul HasanIshrak Islam
2019-12-16
Fast Sparse ConvNets
| Erich ElsenMarat DukhanTrevor GaleKaren Simonyan
2019-11-21
Comb Convolution for Efficient Convolutional Architecture
Dandan LiYuan ZhouShuwei HuoSun-Yuan Kung
2019-11-01
Fusion of Convolutional Neural Network and Statistical Features for Texture classification
Jbene MouradAhmed Drissi El MalinaiMohammed El Hassouni
2019-09-29
Breast Cancer Diagnosis with Transfer Learning and Global Pooling
| Sara Hosseinzadeh KassaniPeyman Hosseinzadeh KassaniMichal J. WesolowskiKevin A. SchneiderRalph Deters
2019-09-26
Fast and Accurate Convolutional Object Detectors for Real-time Embedded Platforms
Min-Kook ChoiJaehyung ParkHeechul JungJinhee LeeSoo-Heang Eo
2019-09-24
Dense Extreme Inception Network: Towards a Robust CNN Model for Edge Detection
| Xavier SoriaEdgar RibaAngel D. Sappa
2019-09-04
See More Than Once -- Kernel-Sharing Atrous Convolution for Semantic Segmentation
Ye HuangQingqing WangWenjing JiaXiangjian He
2019-08-26
Mish: A Self Regularized Non-Monotonic Neural Activation Function
| Diganta Misra
2019-08-23
Measuring the Transferability of Adversarial Examples
Deyan PetrovTimothy M. Hospedales
2019-07-14
CSSegNet: Fine-Grained Cardiac Structures Segmentation Using Dilated Pyramid Pooling in U-net
Fei FengJiajia Luo
2019-07-02
Automatically Extract the Semi-transparent Motion-blurred Hand from a Single Image
Xiaomei ZhaoYihong Wu
2019-06-27
HalalNet: A Deep Neural Network that Classifies the Halalness Slaughtered Chicken from their Images
A. ElfakharanyR. YusofN. IsmailR. ArfaM. Yunus
2019-06-10
In Situ Cane Toad Recognition
Dmitry A. KonovalovSimindokht JahangardLin Schwarzkopf
2019-06-09
Predicting Global Variations in Outdoor PM2.5 Concentrations using Satellite Images and Deep Convolutional Neural Networks
Kris Y. HongPedro O. PinheiroScott Weichenthal
2019-06-01
Underwater Fish Detection with Weak Multi-Domain Supervision
Dmitry A. KonovalovAlzayat SalehMichael BradleyMangalam SankupellaySimone MariniMarcus Sheaves
2019-05-26
DENet: A Universal Network for Counting Crowd with Varying Densities and Scales
Lei LiuJie JiangWenjing JiaSaeed AmirgholipourMichelle ZeibotsXiangjian He
2019-04-17
Collaborative Execution of Deep Neural Networks on Internet of Things Devices
Ramyad HadidiJiashen CaoMicheal S. RyooHyesoon Kim
2019-01-08
Mask Propagation Network for Video Object Segmentation
Jia SunDongdong YuYinghong LiChanghu Wang
2018-10-24
A CNN Accelerator on FPGA Using Depthwise Separable Convolution
Lin BaiYiming ZhaoXinming Huang
2018-09-03
Exploiting Spatial-Temporal Modelling and Multi-Modal Fusion for Human Action Recognition
Dongliang HeFu LiQijie ZhaoXiang LongYi FuShilei Wen
2018-06-27
Deep Neural Networks with Multi-Branch Architectures Are Less Non-Convex
| Hongyang ZhangJunru ShaoRuslan Salakhutdinov
2018-06-06
Interleaved Structured Sparse Convolutional Neural Networks
Guotian XieJingdong WangTing ZhangJianhuang LaiRichang HongGuo-Jun Qi
2018-06-01
IGCV$2$: Interleaved Structured Sparse Convolutional Neural Networks
| Guotian XieJingdong WangTing ZhangJianhuang LaiRichang HongGuo-Jun Qi
2018-04-17
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
| Liang-Chieh ChenYukun ZhuGeorge PapandreouFlorian SchroffHartwig Adam
2018-02-07
Channel Pruning for Accelerating Very Deep Neural Networks
| Yihui HeXiangyu ZhangJian Sun
2017-07-19
Interleaved Group Convolutions for Deep Neural Networks
| Ting ZhangGuo-Jun QiBin XiaoJingdong Wang
2017-07-10
Xception: Deep Learning With Depthwise Separable Convolutions
| Francois Chollet
2017-07-01
Xception: Deep Learning with Depthwise Separable Convolutions
| François Chollet
2016-10-07

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