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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 / 2,952 papers shown
Title
Deep Pneumonia: Attention-Based Contrastive Learning for
  Class-Imbalanced Pneumonia Lesion Recognition in Chest X-rays
Deep Pneumonia: Attention-Based Contrastive Learning for Class-Imbalanced Pneumonia Lesion Recognition in Chest X-rays
Xinxu Wei
Haohan Bai
Xian-Shi Zhang
Yongjie Li
47
2
0
23 Jul 2022
Guided Evolutionary Neural Architecture Search With Efficient
  Performance Estimation
Guided Evolutionary Neural Architecture Search With Efficient Performance Estimation
Vasco Lopes
Miguel Santos
Bruno Degardin
L. A. Alexandre
116
4
0
22 Jul 2022
Rapid Lung Ultrasound COVID-19 Severity Scoring with Resource-Efficient
  Deep Feature Extraction
Rapid Lung Ultrasound COVID-19 Severity Scoring with Resource-Efficient Deep Feature Extraction
P. Raillard
L. Cristoni
A. Walden
R. Lazzari
T. Pulimood
L. Grandjean
C. Wheeler-Kingshott
Yipeng Hu
Zachary Michael Cieman Baum
40
1
0
22 Jul 2022
Detecting Deepfake by Creating Spatio-Temporal Regularity Disruption
Detecting Deepfake by Creating Spatio-Temporal Regularity Disruption
Jiazhi Guan
Hang Zhou
Biwei Huang
Errui Ding
Jingdong Wang
Youjian Zhao
80
10
0
21 Jul 2022
GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection
GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection
Aakash Varma Nadimpalli
A. Rattani
158
32
0
21 Jul 2022
Learning to estimate a surrogate respiratory signal from cardiac motion
  by signal-to-signal translation
Learning to estimate a surrogate respiratory signal from cardiac motion by signal-to-signal translation
Akshay Iyer
C. Lindsay
H. Pretorius
M. King
MedIm
26
1
0
20 Jul 2022
A Hybrid Convolutional Neural Network with Meta Feature Learning for
  Abnormality Detection in Wireless Capsule Endoscopy Images
A Hybrid Convolutional Neural Network with Meta Feature Learning for Abnormality Detection in Wireless Capsule Endoscopy Images
Samir Jain
Ayan Seal
A. Ojha
MedIm
38
5
0
20 Jul 2022
Explaining Deepfake Detection by Analysing Image Matching
Explaining Deepfake Detection by Analysing Image Matching
S. Dong
Jin Wang
Jiajun Liang
Haoqiang Fan
Renhe Ji
74
52
0
20 Jul 2022
Deep Analysis of Visual Product Reviews
Deep Analysis of Visual Product Reviews
Chandranath Adak
S. Chattopadhyay
Muhammad Saqib
25
2
0
19 Jul 2022
Vision Transformers: From Semantic Segmentation to Dense Prediction
Vision Transformers: From Semantic Segmentation to Dense Prediction
Li Zhang
Jiachen Lu
Sixiao Zheng
Xinxuan Zhao
Xiatian Zhu
Yanwei Fu
Tao Xiang
Jianfeng Feng
Philip H. S. Torr
ViT
116
8
0
19 Jul 2022
Exploring Disentangled Content Information for Face Forgery Detection
Exploring Disentangled Content Information for Face Forgery Detection
Jiahao Liang
Huafeng Shi
Weihong Deng
CVBM
127
40
0
19 Jul 2022
SVGraph: Learning Semantic Graphs from Instructional Videos
SVGraph: Learning Semantic Graphs from Instructional Videos
Madeline Chantry Schiappa
Yogesh S Rawat
63
4
0
16 Jul 2022
Toward reliable signals decoding for electroencephalogram: A benchmark
  study to EEGNeX
Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX
Xia Chen
Xiangbin Teng
Hannah S. Chen
Yafeng Pan
Philipp Geyer
86
46
0
15 Jul 2022
Rich Feature Distillation with Feature Affinity Module for Efficient
  Image Dehazing
Rich Feature Distillation with Feature Affinity Module for Efficient Image Dehazing
S. J.
Anushri Suresh
Nisha J.S.
V. Gopi
VLM
113
6
0
13 Jul 2022
Goal-Oriented Sensitivity Analysis of Hyperparameters in Deep Learning
Goal-Oriented Sensitivity Analysis of Hyperparameters in Deep Learning
Paul Novello
Gaël Poëtte
D. Lugato
P. Congedo
72
17
0
13 Jul 2022
Dam reservoir extraction from remote sensing imagery using tailored
  metric learning strategies
Dam reservoir extraction from remote sensing imagery using tailored metric learning strategies
Arnout van Soesbergen
Zedong Chu
Miaojing Shi
Mark Mulligan
96
13
0
12 Jul 2022
RE-Tagger: A light-weight Real-Estate Image Classifier
RE-Tagger: A light-weight Real-Estate Image Classifier
P. Chhikara
Anil Goyal
Chirag Sharma
3DVVLM
24
1
0
12 Jul 2022
Photonic Reconfigurable Accelerators for Efficient Inference of CNNs
  with Mixed-Sized Tensors
Photonic Reconfigurable Accelerators for Efficient Inference of CNNs with Mixed-Sized Tensors
Sairam Sri Vatsavai
Ishan G. Thakkar
72
9
0
12 Jul 2022
Cross-Architecture Knowledge Distillation
Cross-Architecture Knowledge Distillation
Yufan Liu
Jiajiong Cao
Bing Li
Weiming Hu
Jin-Fei Ding
Liang Li
76
44
0
12 Jul 2022
Smart Multi-tenant Federated Learning
Smart Multi-tenant Federated Learning
Weiming Zhuang
Yonggang Wen
Shuai Zhang
FedML
109
2
0
09 Jul 2022
kMaX-DeepLab: k-means Mask Transformer
kMaX-DeepLab: k-means Mask Transformer
Qihang Yu
Huiyu Wang
Siyuan Qiao
Maxwell D. Collins
Yukun Zhu
Hartwig Adam
Alan Yuille
Liang-Chieh Chen
ViT
187
19
0
08 Jul 2022
The Power of Transfer Learning in Agricultural Applications: AgriNet
The Power of Transfer Learning in Agricultural Applications: AgriNet
Zahraa Al Sahili
M. Awad
78
21
0
08 Jul 2022
Towards Intrinsic Common Discriminative Features Learning for Face
  Forgery Detection using Adversarial Learning
Towards Intrinsic Common Discriminative Features Learning for Face Forgery Detection using Adversarial Learning
Wanyi Zhuang
Qi Chu
Haojie Yuan
Changtao Miao
B. Liu
Nenghai Yu
GANCVBM
78
11
0
08 Jul 2022
Entropy-Based Feature Extraction For Real-Time Semantic Segmentation
Entropy-Based Feature Extraction For Real-Time Semantic Segmentation
L. Abrahamyan
Nikos Deligiannis
91
0
0
07 Jul 2022
Delving into Sequential Patches for Deepfake Detection
Delving into Sequential Patches for Deepfake Detection
Jiazhi Guan
Hang Zhou
Zhibin Hong
Errui Ding
Jingdong Wang
Chengbin Quan
Youjian Zhao
ViT
90
61
0
06 Jul 2022
A Comprehensive Review of Visual-Textual Sentiment Analysis from Social
  Media Networks
A Comprehensive Review of Visual-Textual Sentiment Analysis from Social Media Networks
Israa Khalaf Salman Al-Tameemi
M. Feizi-Derakhshi
Saeed Pashazadeh
M. Asadpour
81
20
0
05 Jul 2022
Spatial-Temporal Frequency Forgery Clue for Video Forgery Detection in
  VIS and NIR Scenario
Spatial-Temporal Frequency Forgery Clue for Video Forgery Detection in VIS and NIR Scenario
Yukai Wang
Chunlei Peng
Decheng Liu
N. Wang
Xinbo Gao
98
16
0
05 Jul 2022
FlowNAS: Neural Architecture Search for Optical Flow Estimation
FlowNAS: Neural Architecture Search for Optical Flow Estimation
Zhiwei Lin
Tingting Liang
Taihong Xiao
Yongtao Wang
Zhi Tang
Ming-Hsuan Yang
83
0
0
04 Jul 2022
Identifying Rhythmic Patterns for Face Forgery Detection and
  Categorization
Identifying Rhythmic Patterns for Face Forgery Detection and Categorization
Jiahao Liang
Weihong Deng
CVBM
63
6
0
04 Jul 2022
Enhancing Local Geometry Learning for 3D Point Cloud via Decoupling
  Convolution
Enhancing Local Geometry Learning for 3D Point Cloud via Decoupling Convolution
H. Xiu
Xin Liu
Weimin Wang
Kyoung-Sook Kim
T. Shinohara
Qiong Chang
M. Matsuoka
3DPC
68
0
0
04 Jul 2022
DEFORMER: Coupling Deformed Localized Patterns with Global Context for Robust End-to-end Speech Recognition
DEFORMER: Coupling Deformed Localized Patterns with Global Context for Robust End-to-end Speech Recognition
Jiamin Xie
John H. L. Hansen
47
1
0
04 Jul 2022
Face Morphing Attack Detection Using Privacy-Aware Training Data
Face Morphing Attack Detection Using Privacy-Aware Training Data
Marija Ivanovska
Andrej Kronovsek
Peter Peer
Vitomir Štruc
Borut Batagelj
PICV
72
8
0
02 Jul 2022
SketchCleanNet -- A deep learning approach to the enhancement and
  correction of query sketches for a 3D CAD model retrieval system
SketchCleanNet -- A deep learning approach to the enhancement and correction of query sketches for a 3D CAD model retrieval system
Bharadwaj Manda
P. Kendre
Subhrajit Dey
Ramanathan Muthuganapathy
3DPC
91
14
0
02 Jul 2022
Comparative Analysis of State-of-the-Art Deep Learning Models for
  Detecting COVID-19 Lung Infection from Chest X-Ray Images
Comparative Analysis of State-of-the-Art Deep Learning Models for Detecting COVID-19 Lung Infection from Chest X-Ray Images
Zeba Ghaffar
Pir Masoom Shah
Hikmat Khan
Syed Farhan Alam Zaidi
Abdullah Gani
I. Khan
M. A. Shah
S. M. Fakhrul Islam
69
3
0
01 Jul 2022
Mushroom image recognition and distance generation based on
  attention-mechanism model and genetic information
Mushroom image recognition and distance generation based on attention-mechanism model and genetic information
Wen-Chung Liao
Jiewen Xiao
Chengbo Zhao
Yonggong Han
Zhijie Geng
Jianxin Wang
Yihua Yang
44
2
0
27 Jun 2022
Attack Agnostic Dataset: Towards Generalization and Stabilization of
  Audio DeepFake Detection
Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection
Piotr Kawa
Marcin Plata
P. Syga
AAML
105
23
0
27 Jun 2022
Agreement-on-the-Line: Predicting the Performance of Neural Networks
  under Distribution Shift
Agreement-on-the-Line: Predicting the Performance of Neural Networks under Distribution Shift
Christina Baek
Yiding Jiang
Aditi Raghunathan
Zico Kolter
112
88
0
27 Jun 2022
Restoring speech intelligibility for hearing aid users with deep
  learning
Restoring speech intelligibility for hearing aid users with deep learning
P. U. Diehl
Y. Singer
Hannes Zilly
U. Schonfeld
Paul Meyer-Rachner
Mark Berry
Henning Sprekeler
Elias Sprengel
A. Pudszuhn
V. Hofmann
47
20
0
23 Jun 2022
Dynamic Scene Deblurring Based on Continuous Cross-Layer Attention
  Transmission
Dynamic Scene Deblurring Based on Continuous Cross-Layer Attention Transmission
Xia Hua
Mingxin Li
Junxiong Fei
Yu Shi
Jianguo Liu
Hanyu Hong
47
0
0
23 Jun 2022
S2TNet: Spatio-Temporal Transformer Networks for Trajectory Prediction
  in Autonomous Driving
S2TNet: Spatio-Temporal Transformer Networks for Trajectory Prediction in Autonomous Driving
Weihua Chen
Fangfang Wang
Hongbin Sun
92
42
0
22 Jun 2022
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for
  Mobile Vision Applications
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications
Muhammad Maaz
Abdelrahman M. Shaker
Hisham Cholakkal
Salman Khan
Syed Waqas Zamir
Rao Muhammad Anwer
Fahad Shahbaz Khan
ViT
143
204
0
21 Jun 2022
QuantFace: Towards Lightweight Face Recognition by Synthetic Data
  Low-bit Quantization
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization
Fadi Boutros
Naser Damer
Arjan Kuijper
CVBMMQ
81
39
0
21 Jun 2022
A Machine Learning Data Fusion Model for Soil Moisture Retrieval
A Machine Learning Data Fusion Model for Soil Moisture Retrieval
Vishal Batchu
G. Nearing
Varun Gulshan
AI4ClMDE
53
2
0
20 Jun 2022
CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation
CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation
Qihang Yu
Huiyu Wang
Dahun Kim
Siyuan Qiao
Maxwell D. Collins
Yukun Zhu
Hartwig Adam
Alan Yuille
Liang-Chieh Chen
ViTMedIm
130
92
0
17 Jun 2022
SimA: Simple Softmax-free Attention for Vision Transformers
SimA: Simple Softmax-free Attention for Vision Transformers
Soroush Abbasi Koohpayegani
Hamed Pirsiavash
96
26
0
17 Jun 2022
A Deep Learning Approach for the Segmentation of Electroencephalography
  Data in Eye Tracking Applications
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications
L. Wolf
Ard Kastrati
M. Płomecka
J. Li
Dustin Klebe
Alexander Veicht
Roger Wattenhofer
N. Langer
91
10
0
17 Jun 2022
The Sensorium competition on predicting large-scale mouse primary visual
  cortex activity
The Sensorium competition on predicting large-scale mouse primary visual cortex activity
K. Willeke
Paul G. Fahey
Mohammad Ali Bashiri
Laura Pede
Max F. Burg
...
Taliah Muhammad
Artificial Intelligence
Alexander S. Ecker
Self-Organization
R. University
73
31
0
17 Jun 2022
On Efficient Real-Time Semantic Segmentation: A Survey
On Efficient Real-Time Semantic Segmentation: A Survey
Christopher J. Holder
Mohamed Bennai
SSeg
106
23
0
17 Jun 2022
Adversarial Patch Attacks and Defences in Vision-Based Tasks: A Survey
Adversarial Patch Attacks and Defences in Vision-Based Tasks: A Survey
Abhijith Sharma
Yijun Bian
Phil Munz
Apurva Narayan
VLMAAML
92
20
0
16 Jun 2022
Video Capsule Endoscopy Classification using Focal Modulation Guided
  Convolutional Neural Network
Video Capsule Endoscopy Classification using Focal Modulation Guided Convolutional Neural Network
Abhishek Srivastava
Nikhil Kumar Tomar
Ulas Bagci
Debesh Jha
MedIm
62
16
0
16 Jun 2022
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