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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
Computer Vision Methods for the Microstructural Analysis of Materials:
  The State-of-the-art and Future Perspectives
Computer Vision Methods for the Microstructural Analysis of Materials: The State-of-the-art and Future Perspectives
Khaled Alrfou
Amir Kordijazi
Tian Zhao
3DV
44
6
0
29 Jul 2022
Deep learning for understanding multilabel imbalanced Chest X-ray
  datasets
Deep learning for understanding multilabel imbalanced Chest X-ray datasets
H. Liz
Javier Huertas-Tato
Manuel Sánchez-Montanés
Javier Del Ser
David Camacho
SSL
27
25
0
28 Jul 2022
Pro-tuning: Unified Prompt Tuning for Vision Tasks
Pro-tuning: Unified Prompt Tuning for Vision Tasks
Xing Nie
Bolin Ni
Jianlong Chang
Gaomeng Meng
Chunlei Huo
Zhaoxiang Zhang
Shiming Xiang
Qi Tian
Chunhong Pan
AAML
VPVLM
VLM
34
70
0
28 Jul 2022
Training a universal instance segmentation network for live cell images
  of various cell types and imaging modalities
Training a universal instance segmentation network for live cell images of various cell types and imaging modalities
Tianqi Guo
Yin Wang
Luis Solorio
J. Allebach
SSeg
OOD
29
3
0
28 Jul 2022
A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging
  Optical Flow Features
A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging Optical Flow Features
P. Saikia
Dhwani Dholaria
Priyanka Yadav
Vaidehi M Patel
Mohendra Roy
37
50
0
28 Jul 2022
Lightweight and Progressively-Scalable Networks for Semantic
  Segmentation
Lightweight and Progressively-Scalable Networks for Semantic Segmentation
Yiheng Zhang
Ting Yao
Zhaofan Qiu
Tao Mei
SSeg
38
24
0
27 Jul 2022
Multi-Forgery Detection Challenge 2022: Push the Frontier of
  Unconstrained and Diverse Forgery Detection
Multi-Forgery Detection Challenge 2022: Push the Frontier of Unconstrained and Diverse Forgery Detection
Jianshu Li
Man Luo
Jian Liu
Tao Chen
Chengjie Wang
...
Bo Liu
Mingyu Guo
Ying Guo
Y. Ao
Pengfei Gao
19
0
0
27 Jul 2022
Generalizable multi-task, multi-domain deep segmentation of sparse
  pediatric imaging datasets via multi-scale contrastive regularization and
  multi-joint anatomical priors
Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors
Arnaud Boutillon
Pierre-Henri Conze
C. Pons
Valérie Burdin
Bhushan S Borotikar
36
18
0
27 Jul 2022
TINYCD: A (Not So) Deep Learning Model For Change Detection
TINYCD: A (Not So) Deep Learning Model For Change Detection
Andrea Codegoni
G. Lombardi
Alessandro Ferrari
38
46
0
26 Jul 2022
Deep COVID-19 Recognition using Chest X-ray Images: A Comparative
  Analysis
Deep COVID-19 Recognition using Chest X-ray Images: A Comparative Analysis
S. Thuseethan
C. Wimalasooriya
S. Vasanthapriyan
17
3
0
26 Jul 2022
Pose Forecasting in Industrial Human-Robot Collaboration
Pose Forecasting in Industrial Human-Robot Collaboration
Alessio Sampieri
Guido DÁmely
Andrea Avogaro
Federico Cunico
Geri Skenderi
Francesco Setti
Marco Cristani
Fabio Galasso
30
31
0
24 Jul 2022
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
32
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
57
3
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
20
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
37
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
51
31
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
19
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
8
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
29
47
0
20 Jul 2022
Deep Analysis of Visual Product Reviews
Deep Analysis of Visual Product Reviews
Chandranath Adak
S. Chattopadhyay
Muhammad Saqib
19
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
29
7
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
44
38
0
19 Jul 2022
SVGraph: Learning Semantic Graphs from Instructional Videos
SVGraph: Learning Semantic Graphs from Instructional Videos
Madeline Chantry Schiappa
Yogesh S Rawat
17
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
34
44
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
35
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
22
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
28
12
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
3DV
VLM
17
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
34
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
14
40
0
12 Jul 2022
Smart Multi-tenant Federated Learning
Smart Multi-tenant Federated Learning
Weiming Zhuang
Yonggang Wen
Shuai Zhang
FedML
38
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
40
18
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
23
18
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
GAN
CVBM
29
10
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
24
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
36
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
40
17
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
47
14
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
23
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
39
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
29
0
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
30
7
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
39
13
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
28
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
15
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
49
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
32
78
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
11
19
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
25
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
29
40
0
22 Jun 2022
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