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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 / 2,440 papers shown
Title
Scaling strategies for on-device low-complexity source separation with
  Conv-Tasnet
Scaling strategies for on-device low-complexity source separation with Conv-Tasnet
Mohamed Nabih Ali
Francesco Paissan
Daniele Falavigna
Alessio Brutti
23
2
0
06 Mar 2023
Fine-Grained ImageNet Classification in the Wild
Fine-Grained ImageNet Classification in the Wild
Maria Lymperaiou
Konstantinos Thomas
Giorgos Stamou
VLM
36
1
0
04 Mar 2023
MoSFPAD: An end-to-end Ensemble of MobileNet and Support Vector
  Classifier for Fingerprint Presentation Attack Detection
MoSFPAD: An end-to-end Ensemble of MobileNet and Support Vector Classifier for Fingerprint Presentation Attack Detection
Anuj Rai
S. Dey
P. Patidar
Prakhar Rai
22
5
0
02 Mar 2023
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE
  Benchmark for Speech Understanding
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding
Yingting Li
Ambuj Mehrish
Shuaijiang Zhao
Rishabh Bhardwaj
Amir Zadeh
Navonil Majumder
Rada Mihalcea
Soujanya Poria
AAML
29
16
0
02 Mar 2023
ParaFormer: Parallel Attention Transformer for Efficient Feature
  Matching
ParaFormer: Parallel Attention Transformer for Efficient Feature Matching
Xiaoyong Lu
Y. Yan
Bin Kang
Songlin Du
3DPC
29
14
0
02 Mar 2023
Enhancing General Face Forgery Detection via Vision Transformer with
  Low-Rank Adaptation
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation
Chen Kong
Haoliang Li
Shiqi Wang
ViT
CVBM
45
15
0
02 Mar 2023
OliVaR: Improving Olive Variety Recognition using Deep Neural Networks
OliVaR: Improving Olive Variety Recognition using Deep Neural Networks
H. Miho
Giulio Pagnotta
Dorjan Hitaj
Fabio De Gaspari
L. Mancini
G. Koubouris
G. Godino
Mehmet Hakan
C. M. Díez
32
3
0
01 Mar 2023
Interactive Segmentation as Gaussian Process Classification
Interactive Segmentation as Gaussian Process Classification
Minghao Zhou
Hong Wang
Qian Zhao
Yuexiang Li
Yawen Huang
Deyu Meng
Yefeng Zheng
VLM
34
22
0
28 Feb 2023
Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation
Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation
Lichao Wang
Jiahao Huang
Xiaodan Xing
Guang Yang
6
2
0
28 Feb 2023
Neural Video Compression with Diverse Contexts
Neural Video Compression with Diverse Contexts
Jiahao Li
Bin Li
Yan Lu
34
143
0
28 Feb 2023
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
31
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
32
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
22
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
35
29
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
25
16
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
38
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
33
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
89
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
27
212
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
33
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
20
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
31
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
14
10
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
33
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
27
38
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
14
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
46
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
Daniel Cremers
UQCV
37
4
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
24
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
26
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
39
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
21
0
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
HAI
MedIm
33
19
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
44
12
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
37
5
0
04 Feb 2023
SegForestNet: Spatial-Partitioning-Based Aerial Image Segmentation
SegForestNet: Spatial-Partitioning-Based Aerial Image Segmentation
D. Gritzner
Jörn Ostermann
24
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
28
13
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
30
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
22
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
35
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
18
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
32
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
21
4
0
31 Jan 2023
Massively Scaling Heteroscedastic Classifiers
Massively Scaling Heteroscedastic Classifiers
Mark Collier
Rodolphe Jenatton
Basil Mustafa
N. Houlsby
Jesse Berent
E. Kokiopoulou
26
8
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
19
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
24
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
35
2
0
26 Jan 2023
Open Problems in Applied Deep Learning
Open Problems in Applied Deep Learning
M. Raissi
AI4CE
42
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
45
2
0
25 Jan 2023
DeepFEL: Deep Fastfood Ensemble Learning for Histopathology Image
  Analysis
DeepFEL: Deep Fastfood Ensemble Learning for Histopathology Image Analysis
Nima Hatami
16
1
0
23 Jan 2023
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