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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 / 2,942 papers shown
Title
WideCaps: A Wide Attention based Capsule Network for Image
  Classification
WideCaps: A Wide Attention based Capsule Network for Image Classification
Pawan S. Jogi
R. Sharma
Hemantha Reddy
M. Vani
Jeny Rajan
81
1
0
08 Aug 2021
Semantic Segmentation and Object Detection Towards Instance
  Segmentation: Breast Tumor Identification
Semantic Segmentation and Object Detection Towards Instance Segmentation: Breast Tumor Identification
Mohamed Mejri
Aymen Mejri
Oumayma Mejri
C. Fekih
54
0
0
06 Aug 2021
A review on vision-based analysis for automatic dietary assessment
A review on vision-based analysis for automatic dietary assessment
Wei Wang
Weiqing Min
Tianhao Li
Xiaoxiao Dong
Haisheng Li
Shuqiang Jiang
58
62
0
06 Aug 2021
VinaFood21: A Novel Dataset for Evaluating Vietnamese Food Recognition
VinaFood21: A Novel Dataset for Evaluating Vietnamese Food Recognition
Trong-Thuan Nguyen
Thuan Q. Nguyen
D. Vo
Vien Nguyen
Ngoc Ho
Nguyen D. Vo
Kiet Van Nguyen
Khang Phuoc-Quy Nguyen
CoGe
33
6
0
06 Aug 2021
RCA-IUnet: A residual cross-spatial attention guided inception U-Net
  model for tumor segmentation in breast ultrasound imaging
RCA-IUnet: A residual cross-spatial attention guided inception U-Net model for tumor segmentation in breast ultrasound imaging
Narinder Singh Punn
Sonali Agarwal
85
63
0
05 Aug 2021
Pervasive Hand Gesture Recognition for Smartphones using Non-audible
  Sound and Deep Learning
Pervasive Hand Gesture Recognition for Smartphones using Non-audible Sound and Deep Learning
A. Ibrahim
Ayman El-Refai
Sayed Ahmed
Mariam Aboul-Ela
Hesham M. Eraqi
Mohamed Moustafa
21
2
0
04 Aug 2021
Human-In-The-Loop Document Layout Analysis
Human-In-The-Loop Document Layout Analysis
Xingjiao Wu
Tianlong Ma
Xin Li
Qin Chen
Liangbo He
93
2
0
04 Aug 2021
Automatic cerebral hemisphere segmentation in rat MRI with lesions via
  attention-based convolutional neural networks
Automatic cerebral hemisphere segmentation in rat MRI with lesions via attention-based convolutional neural networks
Juan Miguel Valverde
Artem Shatillo
Riccardo De Feo
Jussi Tohka
MedIm
55
7
0
04 Aug 2021
CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural
  Network for Semantic Segmentation
CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic Segmentation
Haitong Tang
Shuang He
Mengduo Yang
Xia Lu
Qin Yu
Kaiyue Liu
Hongjie Yan
Ni-zhuan Wang
SSeg
82
14
0
01 Aug 2021
Object-to-Scene: Learning to Transfer Object Knowledge to Indoor Scene
  Recognition
Object-to-Scene: Learning to Transfer Object Knowledge to Indoor Scene Recognition
Bo Miao
Liguang Zhou
Ajmal Mian
Tin Lun Lam
Yangsheng Xu
35
26
0
01 Aug 2021
On The State of Data In Computer Vision: Human Annotations Remain
  Indispensable for Developing Deep Learning Models
On The State of Data In Computer Vision: Human Annotations Remain Indispensable for Developing Deep Learning Models
Z. Emam
Andrew Kondrich
Sasha Harrison
Felix Lau
Yushi Wang
Aerin Kim
E. Branson
VLM
54
13
0
31 Jul 2021
OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery
  Detection And Segmentation In-The-Wild
OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild
Trung-Nghia Le
H. Nguyen
Junichi Yamagishi
Isao Echizen
AAML
89
63
0
30 Jul 2021
Dynamic Neural Network Architectural and Topological Adaptation and
  Related Methods -- A Survey
Dynamic Neural Network Architectural and Topological Adaptation and Related Methods -- A Survey
Lorenz Kummer
AI4CE
73
0
0
28 Jul 2021
A Visual Domain Transfer Learning Approach for Heartbeat Sound
  Classification
A Visual Domain Transfer Learning Approach for Heartbeat Sound Classification
Uddipan Mukherjee
Sidharth Pancholi
62
0
0
28 Jul 2021
Real-time Keypoints Detection for Autonomous Recovery of the Unmanned
  Ground Vehicle
Real-time Keypoints Detection for Autonomous Recovery of the Unmanned Ground Vehicle
Jie Li
Shenmin Zhang
Kai Han
Xia Yuan
Chunxia Zhao
Yu Liu
38
2
0
27 Jul 2021
A Low-Cost Neural ODE with Depthwise Separable Convolution for Edge
  Domain Adaptation on FPGAs
A Low-Cost Neural ODE with Depthwise Separable Convolution for Edge Domain Adaptation on FPGAs
Hiroki Kawakami
Hirohisa Watanabe
Keisuke Sugiura
Hiroki Matsutani
50
5
0
27 Jul 2021
MAG-Net: Multi-task attention guided network for brain tumor
  segmentation and classification
MAG-Net: Multi-task attention guided network for brain tumor segmentation and classification
S. Gupta
Narinder Singh Punn
S. K. Sonbhadra
Sonali Agarwal
111
8
0
26 Jul 2021
Contextual Transformer Networks for Visual Recognition
Contextual Transformer Networks for Visual Recognition
Yehao Li
Ting Yao
Yingwei Pan
Tao Mei
ViT
108
495
0
26 Jul 2021
Log-Polar Space Convolution for Convolutional Neural Networks
Log-Polar Space Convolution for Convolutional Neural Networks
Fuchun Sun
Ji-Rong Wen
47
2
0
26 Jul 2021
Predicting Mechanically Driven Full-Field Quantities of Interest with
  Deep Learning-Based Metamodels
Predicting Mechanically Driven Full-Field Quantities of Interest with Deep Learning-Based Metamodels
S. Mohammadzadeh
Emma Lejeune
AI4CE
67
28
0
24 Jul 2021
Developing efficient transfer learning strategies for robust scene
  recognition in mobile robotics using pre-trained convolutional neural
  networks
Developing efficient transfer learning strategies for robust scene recognition in mobile robotics using pre-trained convolutional neural networks
H. Baumgartl
Ricardo Buettner
3DPC
82
3
0
23 Jul 2021
Bias Loss for Mobile Neural Networks
Bias Loss for Mobile Neural Networks
L. Abrahamyan
Valentin Ziatchin
Yiming Chen
Nikos Deligiannis
47
14
0
23 Jul 2021
Ensemble of Convolution Neural Networks on Heterogeneous Signals for
  Sleep Stage Scoring
Ensemble of Convolution Neural Networks on Heterogeneous Signals for Sleep Stage Scoring
Enrique Fernández-Blanco
C. Fernandez-Lozano
A. Pazos
Daniel Rivero
38
4
0
23 Jul 2021
Facial Expressions Recognition with Convolutional Neural Networks
Facial Expressions Recognition with Convolutional Neural Networks
Subodh Lonkar
51
3
0
19 Jul 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges,
  Techniques and Datasets
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets
Muhammed Muzammul
Xi Li
ObjD
106
11
0
16 Jul 2021
A Comparative Study of Deep Learning Classification Methods on a Small
  Environmental Microorganism Image Dataset (EMDS-6): from Convolutional Neural
  Networks to Visual Transformers
A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): from Convolutional Neural Networks to Visual Transformers
Penghui Zhao
Chen Li
M. Rahaman
Hao Xu
Hechen Yang
Hongzan Sun
Tao Jiang
M. Grzegorzek
VLM
94
42
0
16 Jul 2021
Per-Pixel Classification is Not All You Need for Semantic Segmentation
Per-Pixel Classification is Not All You Need for Semantic Segmentation
Bowen Cheng
Alex Schwing
Alexander Kirillov
VLMViT
246
1,559
0
13 Jul 2021
'CADSketchNet' -- An Annotated Sketch dataset for 3D CAD Model Retrieval
  with Deep Neural Networks
'CADSketchNet' -- An Annotated Sketch dataset for 3D CAD Model Retrieval with Deep Neural Networks
Bharadwaj Manda
Shubham Dhayarkar
Sai Mitheran
V. Viekash
Ramanathan Muthuganapathy
3DPC3DV
66
26
0
13 Jul 2021
Detect and Locate: Exposing Face Manipulation by Semantic- and
  Noise-level Telltales
Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-level Telltales
Chen Kong
Baoliang Chen
Haoliang Li
Shiqi Wang
Anderson de Rezende Rocha
Sam Kwong
CVBM
92
62
0
13 Jul 2021
LANA: Latency Aware Network Acceleration
LANA: Latency Aware Network Acceleration
Pavlo Molchanov
Jimmy Hall
Hongxu Yin
Jan Kautz
Nicolò Fusi
Arash Vahdat
139
10
0
12 Jul 2021
Locally Enhanced Self-Attention: Combining Self-Attention and
  Convolution as Local and Context Terms
Locally Enhanced Self-Attention: Combining Self-Attention and Convolution as Local and Context Terms
Chenglin Yang
Siyuan Qiao
Adam Kortylewski
Alan Yuille
144
4
0
12 Jul 2021
BCNet: A Deep Convolutional Neural Network for Breast Cancer Grading
BCNet: A Deep Convolutional Neural Network for Breast Cancer Grading
Pouya Hallaj Zavareh
Atefeh Safayari
Hamidreza Bolhasani
62
9
0
11 Jul 2021
CSL-YOLO: A New Lightweight Object Detection System for Edge Computing
CSL-YOLO: A New Lightweight Object Detection System for Edge Computing
Yumeng Zhang
Chun-Chieh Lee
J. Hsieh
Kuo-Chin Fan
ObjD
36
21
0
10 Jul 2021
Linear Prediction Residual for Efficient Diagnosis of Parkinson's
  Disease from Gait
Linear Prediction Residual for Efficient Diagnosis of Parkinson's Disease from Gait
S. Alle
U. Priyakumar
OOD
46
4
0
09 Jul 2021
Accuracy on the Line: On the Strong Correlation Between
  Out-of-Distribution and In-Distribution Generalization
Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization
John Miller
Rohan Taori
Aditi Raghunathan
Shiori Sagawa
Pang Wei Koh
Vaishaal Shankar
Percy Liang
Y. Carmon
Ludwig Schmidt
OODDOOD
173
278
0
09 Jul 2021
Modality specific U-Net variants for biomedical image segmentation: A
  survey
Modality specific U-Net variants for biomedical image segmentation: A survey
Narinder Singh Punn
Sonali Agarwal
SSeg
110
151
0
09 Jul 2021
Understanding the Distributions of Aggregation Layers in Deep Neural
  Networks
Understanding the Distributions of Aggregation Layers in Deep Neural Networks
Eng-Jon Ong
S. Husain
M. Bober
FAttFedMLAI4CE
31
2
0
09 Jul 2021
Does Form Follow Function? An Empirical Exploration of the Impact of
  Deep Neural Network Architecture Design on Hardware-Specific Acceleration
Does Form Follow Function? An Empirical Exploration of the Impact of Deep Neural Network Architecture Design on Hardware-Specific Acceleration
Saad Abbasi
M. Shafiee
Ellick Chan
Alexander Wong
37
0
0
08 Jul 2021
EEG-ConvTransformer for Single-Trial EEG based Visual Stimuli
  Classification
EEG-ConvTransformer for Single-Trial EEG based Visual Stimuli Classification
Subhranil Bagchi
Deepti R. Bathula
ViT
108
10
0
08 Jul 2021
Integrating Large Circular Kernels into CNNs through Neural Architecture
  Search
Integrating Large Circular Kernels into CNNs through Neural Architecture Search
Kun He
Chao Li
Yixiao Yang
Gao Huang
John E. Hopcroft
113
10
0
06 Jul 2021
CoReD: Generalizing Fake Media Detection with Continual Representation
  using Distillation
CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation
Minhan Kim
Shahroz Tariq
Simon S. Woo
CLL
106
50
0
06 Jul 2021
LightFuse: Lightweight CNN based Dual-exposure Fusion
LightFuse: Lightweight CNN based Dual-exposure Fusion
Ziyi Liu
Jie Yang
Svetlana Yanushkevich
O. Yadid-Pecht
65
3
0
05 Jul 2021
Long-Short Transformer: Efficient Transformers for Language and Vision
Long-Short Transformer: Efficient Transformers for Language and Vision
Chen Zhu
Ming-Yu Liu
Chaowei Xiao
Mohammad Shoeybi
Tom Goldstein
Anima Anandkumar
Bryan Catanzaro
ViTVLM
132
133
0
05 Jul 2021
Understanding the Security of Deepfake Detection
Understanding the Security of Deepfake Detection
Xiaoyu Cao
Neil Zhenqiang Gong
AAML
70
19
0
05 Jul 2021
FFR_FD: Effective and Fast Detection of DeepFakes Based on Feature Point
  Defects
FFR_FD: Effective and Fast Detection of DeepFakes Based on Feature Point Defects
Gaojian Wang
Qian Jiang
Xin Jin
Xiaohui Cui
CVBM
82
29
0
05 Jul 2021
A Deep Transfer Learning Approach on Identifying Glitch Wave-form in
  Gravitational Wave Data
A Deep Transfer Learning Approach on Identifying Glitch Wave-form in Gravitational Wave Data
Reymond Mesuga
Brian James Bayanay
36
3
0
05 Jul 2021
CSWin Transformer: A General Vision Transformer Backbone with
  Cross-Shaped Windows
CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows
Xiaoyi Dong
Jianmin Bao
Dongdong Chen
Weiming Zhang
Nenghai Yu
Lu Yuan
Dong Chen
B. Guo
ViT
293
997
0
01 Jul 2021
MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense
  Top-View Understanding
MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding
Kunyu Peng
Juncong Fei
Kailun Yang
Alina Roitberg
Jiaming Zhang
Frank Bieder
Philipp Heidenreich
Christoph Stiller
Rainer Stiefelhagen
3DPC
86
44
0
01 Jul 2021
Content-Aware Convolutional Neural Networks
Content-Aware Convolutional Neural Networks
Yong Guo
Yaofo Chen
Mingkui Tan
Kui Jia
Jian Chen
Jingdong Wang
88
9
0
30 Jun 2021
Rethinking Token-Mixing MLP for MLP-based Vision Backbone
Rethinking Token-Mixing MLP for MLP-based Vision Backbone
Tan Yu
Xu Li
Yunfeng Cai
Mingming Sun
Ping Li
93
26
0
28 Jun 2021
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