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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 / 2,949 papers shown
Title
Deep Learning Reproducibility and Explainable AI (XAI)
Deep Learning Reproducibility and Explainable AI (XAI)
Anastasia-Maria Leventi-Peetz
T. Östreich
59
9
0
23 Feb 2022
Skeleton Sequence and RGB Frame Based Multi-Modality Feature Fusion
  Network for Action Recognition
Skeleton Sequence and RGB Frame Based Multi-Modality Feature Fusion Network for Action Recognition
Xiaoguang Zhu
Ye Zhu
Haoyu Wang
Honglin Wen
Yan Yan
Peilin Liu
101
28
0
23 Feb 2022
Deepfake Detection for Facial Images with Facemasks
D. Ko
Sangjun Lee
Jin-Yeol Park
Saebyeol Shin
Do-Soon Hong
Simon S. Woo
CVBM
82
7
0
23 Feb 2022
Bag of Visual Words (BoVW) with Deep Features -- Patch Classification
  Model for Limited Dataset of Breast Tumours
Bag of Visual Words (BoVW) with Deep Features -- Patch Classification Model for Limited Dataset of Breast Tumours
S. Tripathi
S. Singh
H. Lee
129
8
0
22 Feb 2022
End-to-End High Accuracy License Plate Recognition Based on Depthwise
  Separable Convolution Networks
End-to-End High Accuracy License Plate Recognition Based on Depthwise Separable Convolution Networks
Song Wang
Hong-Yang Shih
Zhengyang Shen
Wenxin Tai
3DV
63
1
0
21 Feb 2022
Distortion-Aware Loop Filtering of Intra 360^o Video Coding with
  Equirectangular Projection
Distortion-Aware Loop Filtering of Intra 360^o Video Coding with Equirectangular Projection
Pingping Zhang
Xu Wang
Linwei Zhu
Yun Zhang
Shiqi Wang
Sam Kwong
62
0
0
20 Feb 2022
HDAM: Heuristic Difference Attention Module for Convolutional Neural Networks
Yu Xue
Zi-Wei Yuan
119
0
0
19 Feb 2022
DeepTx: Deep Learning Beamforming with Channel Prediction
DeepTx: Deep Learning Beamforming with Channel Prediction
Janne M. J. Huttunen
D. Korpi
Mikko Honkala
85
15
0
16 Feb 2022
Knowledge Distillation with Deep Supervision
Knowledge Distillation with Deep Supervision
Shiya Luo
Defang Chen
Can Wang
94
2
0
16 Feb 2022
Using Social Media Images for Building Function Classification
Using Social Media Images for Building Function Classification
E. J. Hoffmann
Karam Abdulahhad
Xiao Xiang Zhu
60
30
0
15 Feb 2022
TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on
  Spread-Spectrum Channel Coding
TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on Spread-Spectrum Channel Coding
Giulio Pagnotta
Dorjan Hitaj
Briland Hitaj
Fernando Perez-Cruz
L. Mancini
80
5
0
12 Feb 2022
Fuzzy Pooling
Fuzzy Pooling
Dimitrios E. Diamantis
D. Iakovidis
35
20
0
12 Feb 2022
Compute Trends Across Three Eras of Machine Learning
Compute Trends Across Three Eras of Machine Learning
J. Sevilla
Lennart Heim
A. Ho
T. Besiroglu
Marius Hobbhahn
Pablo Villalobos
120
280
0
11 Feb 2022
PEg TRAnsfer Workflow recognition challenge report: Does multi-modal
  data improve recognition?
PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition?
Arnaud Huaulmé
Kanako Harada
Quang-Minh Nguyen
Bogyu Park
Seungbum Hong
...
Yuto Ishikawa
Yuriko Harai
Satoshi Kondo
M. Mitsuishi
Pierre Jannin
69
9
0
11 Feb 2022
AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks
AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks
Yimin Yang
S. Mehrkanoon
ViTAI4TS
103
44
0
10 Feb 2022
Audio-Based Deep Learning Frameworks for Detecting COVID-19
Audio-Based Deep Learning Frameworks for Detecting COVID-19
Dat Ngo
L. D. Pham
Hoang Van Truong
Ş. Kolozali
D. Jarchi
101
5
0
10 Feb 2022
CAU_KU team's submission to ADD 2022 Challenge task 1: Low-quality fake
  audio detection through frequency feature masking
CAU_KU team's submission to ADD 2022 Challenge task 1: Low-quality fake audio detection through frequency feature masking
Il-Youp Kwak
Sunmook Choi
Jong-Yeol Yang
Yerin Lee
Seungsang Oh
60
6
0
09 Feb 2022
A Novel Plug-in Module for Fine-Grained Visual Classification
A Novel Plug-in Module for Fine-Grained Visual Classification
Po-Yung Chou
Chu-Hsing Lin
W. Kao
83
42
0
08 Feb 2022
Maximizing Audio Event Detection Model Performance on Small Datasets
  Through Knowledge Transfer, Data Augmentation, And Pretraining: An Ablation
  Study
Maximizing Audio Event Detection Model Performance on Small Datasets Through Knowledge Transfer, Data Augmentation, And Pretraining: An Ablation Study
Daniel C. Tompkins
Kshitiz Kumar
Jian Wu
63
5
0
07 Feb 2022
HERMES: Hybrid Error-corrector Model with inclusion of External Signals
  for nonstationary fashion time series
HERMES: Hybrid Error-corrector Model with inclusion of External Signals for nonstationary fashion time series
Etienne David
Jean Bellot
Sylvain Le Corff
109
2
0
07 Feb 2022
Block shuffling learning for Deepfake Detection
Block shuffling learning for Deepfake Detection
Sitong Liu
Z. Lian
Siqi Gu
Liang Xiao
AAML
94
9
0
06 Feb 2022
Hyper-Convolutions via Implicit Kernels for Medical Imaging
Hyper-Convolutions via Implicit Kernels for Medical Imaging
Tianyu Ma
Alan Q. Wang
Adrian Dalca
M. Sabuncu
SSL
86
1
0
06 Feb 2022
EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network
  Accelerators
EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators
Lois Orosa
Skanda Koppula
Yaman Umuroglu
Konstantinos Kanellopoulos
Juan Gómez Luna
Michaela Blott
K. Vissers
O. Mutlu
82
4
0
04 Feb 2022
Heed the Noise in Performance Evaluations in Neural Architecture Search
Heed the Noise in Performance Evaluations in Neural Architecture Search
A. Dushatskiy
Tanja Alderliesten
Peter A. N. Bosman
44
1
0
04 Feb 2022
DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical
  Image Segmentation
DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation
Qing Xu
Zhicheng Ma
Nana He
Wenting Duan
SSegOOD
104
245
0
02 Feb 2022
On-Sensor Binarized Fully Convolutional Neural Network with A Pixel Processor Array
Yanan Liu
Laurie Bose
Yao Lu
Piotr Dudek
Walterio W. Mayol-Cuevas
83
0
0
02 Feb 2022
Aggregating Global Features into Local Vision Transformer
Aggregating Global Features into Local Vision Transformer
Krushi Patel
A. Bur
Fengju Li
Guanghui Wang
ViT
77
35
0
30 Jan 2022
UofA-Truth at Factify 2022 : Transformer And Transfer Learning Based
  Multi-Modal Fact-Checking
UofA-Truth at Factify 2022 : Transformer And Transfer Learning Based Multi-Modal Fact-Checking
Abhishek Dhankar
Osmar R. Zaïane
Francois Bolduc
44
1
0
28 Jan 2022
Label uncertainty-guided multi-stream model for disease screening
Label uncertainty-guided multi-stream model for disease screening
Chi Liu
Z. Ge
M. He
Xiaotong Han
60
2
0
28 Jan 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut
You Only Cut Once: Boosting Data Augmentation with a Single Cut
Junlin Han
Pengfei Fang
Weihong Li
Jie Hong
M. Armin
Ian Reid
L. Petersson
Hongdong Li
129
28
0
28 Jan 2022
A Transfer Learning and Optimized CNN Based Intrusion Detection System
  for Internet of Vehicles
A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles
Li Yang
Abdallah Shami
127
72
0
27 Jan 2022
An Analysis on Ensemble Learning optimized Medical Image Classification
  with Deep Convolutional Neural Networks
An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks
Dominik Muller
Iñaki Soto Rey
Frank Kramer
70
59
0
27 Jan 2022
DiriNet: A network to estimate the spatial and spectral degradation
  functions
DiriNet: A network to estimate the spatial and spectral degradation functions
Ting Hu
44
0
0
27 Jan 2022
RTNet: Relation Transformer Network for Diabetic Retinopathy
  Multi-lesion Segmentation
RTNet: Relation Transformer Network for Diabetic Retinopathy Multi-lesion Segmentation
Shiqi Huang
Jianan Li
Yuze Xiao
Ning Shen
Tingfa Xu
ViTMedIm
69
121
0
26 Jan 2022
Transformers in Medical Imaging: A Survey
Transformers in Medical Imaging: A Survey
Fahad Shamshad
Salman Khan
Syed Waqas Zamir
Muhammad Haris Khan
Munawar Hayat
Fahad Shahbaz Khan
Huazhu Fu
ViTLM&MAMedIm
197
712
0
24 Jan 2022
Wavelet-Attention CNN for Image Classification
Wavelet-Attention CNN for Image Classification
Xiangyun Zhao
OOD
94
70
0
23 Jan 2022
Learning to Predict Gradients for Semi-Supervised Continual Learning
Learning to Predict Gradients for Semi-Supervised Continual Learning
Yan Luo
Yongkang Wong
Mohan S. Kankanhalli
Qi Zhao
SSLCLL
74
8
0
23 Jan 2022
Dual-Flattening Transformers through Decomposed Row and Column Queries
  for Semantic Segmentation
Dual-Flattening Transformers through Decomposed Row and Column Queries for Semantic Segmentation
Ying Wang
C. Ho
Wenju Xu
Ziwei Xuan
Xudong Liu
Guo-Jun Qi
ViT
45
5
0
22 Jan 2022
LTC-GIF: Attracting More Clicks on Feature-length Sports Videos
LTC-GIF: Attracting More Clicks on Feature-length Sports Videos
Ghulam Mujtaba
Jaehyuk Choi
Eun‐Seok Ryu
58
0
0
22 Jan 2022
FedComm: Federated Learning as a Medium for Covert Communication
FedComm: Federated Learning as a Medium for Covert Communication
Dorjan Hitaj
Giulio Pagnotta
Briland Hitaj
Fernando Perez-Cruz
L. Mancini
FedML
87
13
0
21 Jan 2022
Unicorn: Reasoning about Configurable System Performance through the
  lens of Causality
Unicorn: Reasoning about Configurable System Performance through the lens of Causality
Md Shahriar Iqbal
R. Krishna
Mohammad Ali Javidian
Baishakhi Ray
Pooyan Jamshidi
LRM
90
31
0
20 Jan 2022
Real-Time Gaze Tracking with Event-Driven Eye Segmentation
Real-Time Gaze Tracking with Event-Driven Eye Segmentation
Yu Feng
Nathan Goulding
Asif Khan
Hans Reyserhove
Yuhao Zhu
86
45
0
19 Jan 2022
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery
  Detection
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection
A. Haliassos
Rodrigo Mira
Stavros Petridis
Maja Pantic
CVBM
121
133
0
18 Jan 2022
Improving Performance of Semantic Segmentation CycleGANs by Noise
  Injection into the Latent Segmentation Space
Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space
Jonas Löhdefink
Tim Fingscheidt
149
2
0
17 Jan 2022
Language Model-Based Paired Variational Autoencoders for Robotic
  Language Learning
Language Model-Based Paired Variational Autoencoders for Robotic Language Learning
Ozan Ozdemir
Matthias Kerzel
C. Weber
Jae Hee Lee
S. Wermter
LM&Ro
96
7
0
17 Jan 2022
ConvMixer: Feature Interactive Convolution with Curriculum Learning for
  Small Footprint and Noisy Far-field Keyword Spotting
ConvMixer: Feature Interactive Convolution with Curriculum Learning for Small Footprint and Noisy Far-field Keyword Spotting
Dianwen Ng
Yunqi Chen
Biao Tian
Qiang Fu
Chng Eng Siong
61
46
0
15 Jan 2022
A New Deep Hybrid Boosted and Ensemble Learning-based Brain Tumor
  Analysis using MRI
A New Deep Hybrid Boosted and Ensemble Learning-based Brain Tumor Analysis using MRI
Mirza Mumtaz Zahoor
S. A. Qureshi
Dr. Saddam Hussain Khan
Asifullah Khan
99
89
0
14 Jan 2022
STEdge: Self-training Edge Detection with Multi-layer Teaching and
  Regularization
STEdge: Self-training Edge Detection with Multi-layer Teaching and Regularization
Yunfan Ye
Renjiao Yi
Zhiping Cai
Kai Xu
72
7
0
13 Jan 2022
Pushing the limits of self-supervised ResNets: Can we outperform
  supervised learning without labels on ImageNet?
Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?
Nenad Tomašev
Ioana Bica
Brian McWilliams
Lars Buesing
Razvan Pascanu
Charles Blundell
Jovana Mitrović
SSL
179
83
0
13 Jan 2022
Fish sounds: towards the evaluation of marine acoustic biodiversity
  through data-driven audio source separation
Fish sounds: towards the evaluation of marine acoustic biodiversity through data-driven audio source separation
Michele Mancusi
Nicola Zonca
Emanuele Rodolà
Silvia Zuffi
60
2
0
13 Jan 2022
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