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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 / 2,479 papers shown
Title
EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design
  for Real-time Facial Expression Recognition
EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-time Facial Expression Recognition
J. Lee
Linda Wang
A. Wong
CVBM
37
38
0
29 Jun 2020
COVID-19 Screening Using Residual Attention Network an Artificial
  Intelligence Approach
COVID-19 Screening Using Residual Attention Network an Artificial Intelligence Approach
V. Sharma
Curtis E. Dyreson
30
18
0
26 Jun 2020
Automated Detection of COVID-19 from CT Scans Using Convolutional Neural
  Networks
Automated Detection of COVID-19 from CT Scans Using Convolutional Neural Networks
R. Lokwani
A. Gaikwad
V. Kulkarni
Aniruddha Pant
A. Kharat
30
21
0
23 Jun 2020
DO-Conv: Depthwise Over-parameterized Convolutional Layer
DO-Conv: Depthwise Over-parameterized Convolutional Layer
Jinming Cao
Yangyan Li
Mingchao Sun
Ying-Cong Chen
Dani Lischinski
Daniel Cohen-Or
Baoquan Chen
Changhe Tu
OOD
33
166
0
22 Jun 2020
Lookahead Adversarial Learning for Near Real-Time Semantic Segmentation
Lookahead Adversarial Learning for Near Real-Time Semantic Segmentation
Hadi Jamali Rad
Attila Szabo
SSeg
20
1
0
19 Jun 2020
COVIDLite: A depth-wise separable deep neural network with white balance
  and CLAHE for detection of COVID-19
COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19
Manu Siddhartha
Avik Santra
13
44
0
19 Jun 2020
Fast Object Classification and Meaningful Data Representation of
  Segmented Lidar Instances
Fast Object Classification and Meaningful Data Representation of Segmented Lidar Instances
Lukas Hahn
Frederik Hasecke
A. Kummert
3DPC
32
2
0
17 Jun 2020
MOSQUITO-NET: A deep learning based CADx system for malaria diagnosis
  along with model interpretation using GradCam and class activation maps
MOSQUITO-NET: A deep learning based CADx system for malaria diagnosis along with model interpretation using GradCam and class activation maps
Aayush Kumar
Sanat B Singh
S. Satapathy
M. Rout
14
15
0
17 Jun 2020
LRPD: Long Range 3D Pedestrian Detection Leveraging Specific Strengths
  of LiDAR and RGB
LRPD: Long Range 3D Pedestrian Detection Leveraging Specific Strengths of LiDAR and RGB
Michael Fürst
Oliver Wasenmüller
D. Stricker
19
13
0
17 Jun 2020
Domain Adaptation with Morphologic Segmentation
Domain Adaptation with Morphologic Segmentation
Jonathan Klein
Soren Pirk
D. L. Michels
18
0
0
16 Jun 2020
Fine-Tuning DARTS for Image Classification
Fine-Tuning DARTS for Image Classification
M. Tanveer
Muhammad Umar Karim Khan
C. Kyung
31
49
0
16 Jun 2020
RoadNet-RT: High Throughput CNN Architecture and SoC Design for
  Real-Time Road Segmentation
RoadNet-RT: High Throughput CNN Architecture and SoC Design for Real-Time Road Segmentation
Lin Bai
Yecheng Lyu
Xinming Huang
AI4TS
21
26
0
13 Jun 2020
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms
Hua Qi
Qing Guo
Felix Juefei Xu
Xiaofei Xie
Lei Ma
Wei Feng
Yang Liu
Jianjun Zhao
CVBM
45
198
0
13 Jun 2020
Real-Time Video Inference on Edge Devices via Adaptive Model Streaming
Real-Time Video Inference on Edge Devices via Adaptive Model Streaming
Mehrdad Khani Shirkoohi
Pouya Hamadanian
Arash Nasr-Esfahany
Mohammad Alizadeh
28
44
0
11 Jun 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art
  Technologies
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies
Yu Huang
Yue Chen
3DPC
54
83
0
10 Jun 2020
Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V
  images for Cloud Detection
Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V images for Cloud Detection
Gonzalo Mateo-García
Valero Laparra
Dan López-Puigdollers
L. Gómez-Chova
34
22
0
10 Jun 2020
Deep Learning-based Aerial Image Segmentation with Open Data for
  Disaster Impact Assessment
Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment
A. Gupta
Simon Watson
Hujun Yin
20
52
0
10 Jun 2020
Knowledge Distillation: A Survey
Knowledge Distillation: A Survey
Jianping Gou
B. Yu
Stephen J. Maybank
Dacheng Tao
VLM
28
2,857
0
09 Jun 2020
Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT
  Sequences
Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences
Huaying Hao
Huazhu Fu
Yanwu Xu
Jianlong Yang
Fei Li
Xiulan Zhang
Jiang-Dong Liu
Yitian Zhao
110
8
0
09 Jun 2020
A Note on Deepfake Detection with Low-Resources
A Note on Deepfake Detection with Low-Resources
Piotr Kawa
P. Syga
CVBM
14
8
0
09 Jun 2020
Probabilistic Semantic Mapping for Urban Autonomous Driving Applications
Probabilistic Semantic Mapping for Urban Autonomous Driving Applications
David Paz
Hengyuan Zhang
Qinru Li
Hao Xiang
Henrik I. Christensen
35
43
0
08 Jun 2020
EnK: Encoding time-information in convolution
EnK: Encoding time-information in convolution
Avinash Kumar Singh
Chin-Teng Lin
6
1
0
07 Jun 2020
A Robust Attentional Framework for License Plate Recognition in the Wild
A Robust Attentional Framework for License Plate Recognition in the Wild
Linjiang Zhang
Peng Wang
Hui Li
Zhuguo Li
Chunhua Shen
Yanning Zhang
27
85
0
06 Jun 2020
An Overview of Neural Network Compression
An Overview of Neural Network Compression
James OÑeill
AI4CE
47
98
0
05 Jun 2020
Egocentric Object Manipulation Graphs
Egocentric Object Manipulation Graphs
Eadom Dessalene
Michael Maynord
Chinmaya Devaraj
Cornelia Fermuller
Yiannis Aloimonos
EgoV
30
19
0
05 Jun 2020
Non-Local Graph Neural Networks
Non-Local Graph Neural Networks
Meng Liu
Zhengyang Wang
Shuiwang Ji
24
162
0
29 May 2020
Deep Learning for Automatic Pneumonia Detection
Deep Learning for Automatic Pneumonia Detection
Tatiana Gabruseva
D. Poplavskiy
Alexandr A Kalinin
24
102
0
28 May 2020
CARPe Posterum: A Convolutional Approach for Real-time Pedestrian Path
  Prediction
CARPe Posterum: A Convolutional Approach for Real-time Pedestrian Path Prediction
Matías Mendieta
Hamed Tabkhi
22
17
0
26 May 2020
Interpreting Chest X-rays via CNNs that Exploit Hierarchical Disease
  Dependencies and Uncertainty Labels
Interpreting Chest X-rays via CNNs that Exploit Hierarchical Disease Dependencies and Uncertainty Labels
Hieu H. Pham
T. Le
Dat Ngo
Dat Q. Tran
H. Nguyen
31
163
0
25 May 2020
Interlayer and Intralayer Scale Aggregation for Scale-invariant Crowd
  Counting
Interlayer and Intralayer Scale Aggregation for Scale-invariant Crowd Counting
Mingjie Wang
Hao Cai
Jun Zhou
Minglun Gong
37
20
0
25 May 2020
VideoForensicsHQ: Detecting High-quality Manipulated Face Videos
VideoForensicsHQ: Detecting High-quality Manipulated Face Videos
Gereon Fox
Wentao Liu
Hyeongwoo Kim
Hans-Peter Seidel
Mohamed A. Elgharib
Christian Theobalt
CVBM
40
17
0
20 May 2020
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences
  for Urban Scene Segmentation
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation
Liang-Chieh Chen
Raphael Gontijo-Lopes
Bowen Cheng
Maxwell D. Collins
E. D. Cubuk
Barret Zoph
Hartwig Adam
Jonathon Shlens
28
76
0
20 May 2020
Cross-filter compression for CNN inference acceleration
Cross-filter compression for CNN inference acceleration
Fuyuan Lyu
Shien Zhu
Weichen Liu
MQ
17
0
0
18 May 2020
Single-Stage Semantic Segmentation from Image Labels
Single-Stage Semantic Segmentation from Image Labels
Nikita Araslanov
Stefan Roth
40
247
0
16 May 2020
Improving Robustness using Joint Attention Network For Detecting Retinal
  Degeneration From Optical Coherence Tomography Images
Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images
Sharif Amit Kamran
Alireza Tavakkoli
S. Zuckerbrod
23
25
0
16 May 2020
Detecting CNN-Generated Facial Images in Real-World Scenarios
Detecting CNN-Generated Facial Images in Real-World Scenarios
Nils Hulzebosch
Sarah Ibrahimi
M. Worring
CVBM
43
77
0
12 May 2020
Discriminative Multi-modality Speech Recognition
Discriminative Multi-modality Speech Recognition
Bo Xu
Cheng Lu
Yandong Guo
Jacob Wang
26
98
0
12 May 2020
Fundus2Angio: A Conditional GAN Architecture for Generating Fluorescein
  Angiography Images from Retinal Fundus Photography
Fundus2Angio: A Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography
Sharif Amit Kamran
Khondker Fariha Hossain
Alireza Tavakkoli
S. Zuckerbrod
Salah A. Baker
Kenton M. Sanders
MedIm
GAN
30
25
0
11 May 2020
Fake face detection via adaptive manipulation traces extraction network
Fake face detection via adaptive manipulation traces extraction network
Zhiqing Guo
Gaobo Yang
Jiyou Chen
Xingming Sun
CVBM
24
16
0
11 May 2020
Visually Impaired Aid using Convolutional Neural Networks, Transfer
  Learning, and Particle Competition and Cooperation
Visually Impaired Aid using Convolutional Neural Networks, Transfer Learning, and Particle Competition and Cooperation
Fabricio A. Breve
C. Fischer
11
5
0
09 May 2020
A Sim2Real Deep Learning Approach for the Transformation of Images from
  Multiple Vehicle-Mounted Cameras to a Semantically Segmented Image in Bird's
  Eye View
A Sim2Real Deep Learning Approach for the Transformation of Images from Multiple Vehicle-Mounted Cameras to a Semantically Segmented Image in Bird's Eye View
Lennart Reiher
Bastian Lampe
L. Eckstein
24
100
0
08 May 2020
Layer-wise training convolutional neural networks with smaller filters
  for human activity recognition using wearable sensors
Layer-wise training convolutional neural networks with smaller filters for human activity recognition using wearable sensors
Yin Tang
Qi Teng
Lefei Zhang
Fuhong Min
Jun He
HAI
24
89
0
08 May 2020
ContextNet: Improving Convolutional Neural Networks for Automatic Speech
  Recognition with Global Context
ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context
Wei Han
Zhengdong Zhang
Yu Zhang
Jiahui Yu
Chung-Cheng Chiu
James Qin
Anmol Gulati
Ruoming Pang
Yonghui Wu
42
259
0
07 May 2020
Attentive Semantic Exploring for Manipulated Face Detection
Attentive Semantic Exploring for Manipulated Face Detection
Zehao Chen
Hua Yang
CVBM
18
22
0
06 May 2020
LandCover.ai: Dataset for Automatic Mapping of Buildings, Woodlands,
  Water and Roads from Aerial Imagery
LandCover.ai: Dataset for Automatic Mapping of Buildings, Woodlands, Water and Roads from Aerial Imagery
Adrian Boguszewski
D. Batorski
Natalia Ziemba-Jankowska
T. Dziedzic
Anna Zambrzycka
25
87
0
05 May 2020
DeepRx: Fully Convolutional Deep Learning Receiver
DeepRx: Fully Convolutional Deep Learning Receiver
Mikko Honkala
D. Korpi
Janne M. J. Huttunen
35
134
0
04 May 2020
Deep Convolutional Neural Networks to Diagnose COVID-19 and other
  Pneumonia Diseases from Posteroanterior Chest X-Rays
Deep Convolutional Neural Networks to Diagnose COVID-19 and other Pneumonia Diseases from Posteroanterior Chest X-Rays
Pierre G. B. Moutounet-Cartan
35
31
0
02 May 2020
CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for
  Skin Lesion Classification
CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for Skin Lesion Classification
Di Zhuang
Keyu Chen
Jerome Chang
28
16
0
25 Apr 2020
Deepfakes Detection with Automatic Face Weighting
Deepfakes Detection with Automatic Face Weighting
D. M. Montserrat
Hanxiang Hao
S. Yarlagadda
Sriram Baireddy
Ruiting Shao
...
Emily R. Bartusiak
Justin Yang
David Guera
F. Zhu
Edward J. Delp
CVBM
27
113
0
25 Apr 2020
Improved Noise and Attack Robustness for Semantic Segmentation by Using
  Multi-Task Training with Self-Supervised Depth Estimation
Improved Noise and Attack Robustness for Semantic Segmentation by Using Multi-Task Training with Self-Supervised Depth Estimation
Marvin Klingner
Andreas Bär
Tim Fingscheidt
AAML
35
40
0
23 Apr 2020
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