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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 / 2,475 papers shown
Title
MobileTL: On-device Transfer Learning with Inverted Residual Blocks
MobileTL: On-device Transfer Learning with Inverted Residual Blocks
HungYueh Chiang
N. Frumkin
Feng Liang
Diana Marculescu
MQ
35
12
0
05 Dec 2022
A Dataless FaceSwap Detection Approach Using Synthetic Images
A Dataless FaceSwap Detection Approach Using Synthetic Images
Anubhav Jain
Nasir D. Memon
Julian Togelius
CVBM
26
4
0
05 Dec 2022
Semi-Supervised Representative Region Texture Extraction of Façade
Semi-Supervised Representative Region Texture Extraction of Façade
Zhen Ni
Guitao Cao
Ye Duan
CVBM
27
0
0
05 Dec 2022
DWRSeg: Rethinking Efficient Acquisition of Multi-scale Contextual
  Information for Real-time Semantic Segmentation
DWRSeg: Rethinking Efficient Acquisition of Multi-scale Contextual Information for Real-time Semantic Segmentation
Haoran Wei
Xu Liu
Shou-tao Xu
Zhongjian Dai
Y. Dai
Xiangyang Xu
35
32
0
02 Dec 2022
Learning to Generate Text-grounded Mask for Open-world Semantic
  Segmentation from Only Image-Text Pairs
Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs
Junbum Cha
Jonghwan Mun
Byungseok Roh
VLM
29
87
0
01 Dec 2022
Multi-rater Prism: Learning self-calibrated medical image segmentation
  from multiple raters
Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters
Junde Wu
Huihui Fang
Yehui Yang
Yuanpei Liu
Jing Gao
Lixin Duan
Weihua Yang
Yanwu Xu
23
2
0
01 Dec 2022
AIO-P: Expanding Neural Performance Predictors Beyond Image
  Classification
AIO-P: Expanding Neural Performance Predictors Beyond Image Classification
Keith G. Mills
Di Niu
Mohammad Salameh
Weichen Qiu
Fred X. Han
Puyuan Liu
Jialin Zhang
Wei Lu
Shangling Jui
38
7
0
30 Nov 2022
Brain Tumor MRI Classification using a Novel Deep Residual and Regional
  CNN
Brain Tumor MRI Classification using a Novel Deep Residual and Regional CNN
Mirza Mumtaz Zahoor
Dr. Saddam Hussain Khan
21
28
0
29 Nov 2022
Similarity Distribution based Membership Inference Attack on Person
  Re-identification
Similarity Distribution based Membership Inference Attack on Person Re-identification
Junyao Gao
Xinyang Jiang
Huishuai Zhang
Yifan Yang
Shuguang Dou
Dongsheng Li
Duoqian Miao
Cheng Deng
Cairong Zhao
31
7
0
29 Nov 2022
VideoFACT: Detecting Video Forgeries Using Attention, Scene Context, and
  Forensic Traces
VideoFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic Traces
T. D. Nguyen
Shengbang Fang
Matthew C. Stamm
44
11
0
28 Nov 2022
Forged Image Detection using SOTA Image Classification Deep Learning
  Methods for Image Forensics with Error Level Analysis
Forged Image Detection using SOTA Image Classification Deep Learning Methods for Image Forensics with Error Level Analysis
Raunak Joshi
Abhishek Gupta
Nandan Kanvinde
P. Ghonge
30
3
0
28 Nov 2022
Explaining Deep Convolutional Neural Networks for Image Classification by Evolving Local Interpretable Model-agnostic Explanations
Explaining Deep Convolutional Neural Networks for Image Classification by Evolving Local Interpretable Model-agnostic Explanations
Bin Wang
Wenbin Pei
Bing Xue
Mengjie Zhang
FAtt
36
3
0
28 Nov 2022
Performance evaluation of deep segmentation models for Contrails
  detection
Performance evaluation of deep segmentation models for Contrails detection
Akshat Bhandari
Sriya Rallabandi
Sanchit Singhal
Aditya Kasliwal
Pratinav Seth
38
0
0
27 Nov 2022
Receptive Field Refinement for Convolutional Neural Networks Reliably
  Improves Predictive Performance
Receptive Field Refinement for Convolutional Neural Networks Reliably Improves Predictive Performance
Mats L. Richter
C. Pal
27
3
0
26 Nov 2022
MorphPool: Efficient Non-linear Pooling & Unpooling in CNNs
MorphPool: Efficient Non-linear Pooling & Unpooling in CNNs
R. Groenendijk
Leo Dorst
Theo Gevers
19
3
0
25 Nov 2022
Deepfake Detection via Joint Unsupervised Reconstruction and Supervised
  Classification
Deepfake Detection via Joint Unsupervised Reconstruction and Supervised Classification
Bo-Lun Yan
Chang-Tsun Li
Xuequan Lu
CVBM
38
2
0
24 Nov 2022
Identification of Surface Defects on Solar PV Panels and Wind Turbine
  Blades using Attention based Deep Learning Model
Identification of Surface Defects on Solar PV Panels and Wind Turbine Blades using Attention based Deep Learning Model
Divyanshi Dwivedi
K. V. S. M. Babu
P. Yemula
Pratyush Chakraborty
M. Pal
80
38
0
23 Nov 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition
Qibin Hou
Cheng Lu
Mingg-Ming Cheng
Jiashi Feng
ViT
34
129
0
22 Nov 2022
Classification of Human Monkeypox Disease Using Deep Learning Models and
  Attention Mechanisms
Classification of Human Monkeypox Disease Using Deep Learning Models and Attention Mechanisms
Md. Enamul Haque
Md. Rayhan Ahmed
R. Nila
Salekul Islam
18
40
0
21 Nov 2022
SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for
  Exposing Deepfakes
SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes
Nicolas Larue
Ngoc-Son Vu
Vitomir Štruc
Peter Peer
V. Christophides
AAML
37
27
0
21 Nov 2022
MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection
MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection
D. Coccomini
Giorgos Kordopatis-Zilos
Giuseppe Amato
R. Caldelli
Fabrizio Falchi
Symeon Papadopoulos
Claudio Gennaro
37
14
0
20 Nov 2022
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously
  Exploiting Image and Event Modalities
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities
Shristi Das Biswas
Adarsh Kosta
C. Liyanagedera
M. Apolinario
Kaushik Roy
36
18
0
19 Nov 2022
IEEE Big Data Cup 2022: Privacy Preserving Matching of Encrypted Images
  with Deep Learning
IEEE Big Data Cup 2022: Privacy Preserving Matching of Encrypted Images with Deep Learning
V. Thing
20
2
0
18 Nov 2022
Generalizable Deepfake Detection with Phase-Based Motion Analysis
Generalizable Deepfake Detection with Phase-Based Motion Analysis
Ekta Prashnani
Michael Goebel
B. S. Manjunath
35
4
0
17 Nov 2022
An Efficient Light-weight LSB steganography with Deep learning
  Steganalysis
An Efficient Light-weight LSB steganography with Deep learning Steganalysis
Dipnarayan Das
Asha Durafe
Vinod Patidar
18
2
0
16 Nov 2022
Leveraging Automatic Personalised Nutrition: Food Image Recognition
  Benchmark and Dataset based on Nutrition Taxonomy
Leveraging Automatic Personalised Nutrition: Food Image Recognition Benchmark and Dataset based on Nutrition Taxonomy
Sergio Romero-Tapiador
Ruben Tolosana
Aythami Morales
Julian Fierrez
R. Vera-Rodríguez
Isabel Espinosa-Salinas
G. Freixer
Enrique Carrillo-de Santa Pau
Ana Ramírez de Molina
J. Ortega-Garcia
36
5
0
14 Nov 2022
Pruning Very Deep Neural Network Channels for Efficient Inference
Pruning Very Deep Neural Network Channels for Efficient Inference
Yihui He
35
1
0
14 Nov 2022
Artificial Intelligence for Automatic Detection and Classification
  Disease on the X-Ray Images
Artificial Intelligence for Automatic Detection and Classification Disease on the X-Ray Images
Liora Mayats-Alpay
30
2
0
14 Nov 2022
Illumination-Based Color Reconstruction for the Dynamic Vision Sensor
Illumination-Based Color Reconstruction for the Dynamic Vision Sensor
Khen Cohen
Omer Hershko
Homer Levy
D. Mendlovic
D. Raviv
3DV
16
1
0
12 Nov 2022
Far Away in the Deep Space: Dense Nearest-Neighbor-Based
  Out-of-Distribution Detection
Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection
Silvio Galesso
Max Argus
Thomas Brox
UQCV
33
11
0
12 Nov 2022
MARLIN: Masked Autoencoder for facial video Representation LearnINg
MARLIN: Masked Autoencoder for facial video Representation LearnINg
Zhixi Cai
Shreya Ghosh
Kalin Stefanov
Abhinav Dhall
Jianfei Cai
Hamid Rezatofighi
Reza Haffari
Munawar Hayat
ViT
CVBM
27
60
0
12 Nov 2022
Age Prediction Performance Varies Across Deep, Superficial, and
  Cerebellar White Matter Connections
Age Prediction Performance Varies Across Deep, Superficial, and Cerebellar White Matter Connections
Yuxiang Wei
Tengfei Xue
Yogesh Rathi
N. Makris
Fan Zhang
L. O’Donnell
30
1
0
11 Nov 2022
RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization
RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization
Chengpeng Chen
Zichao Guo
Haien Zeng
Pengfei Xiong
Jian Dong
26
38
0
11 Nov 2022
A Comprehensive Survey of Transformers for Computer Vision
A Comprehensive Survey of Transformers for Computer Vision
Sonain Jamil
Md. Jalil Piran
Oh-Jin Kwon
ViT
30
48
0
11 Nov 2022
InternImage: Exploring Large-Scale Vision Foundation Models with
  Deformable Convolutions
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
Wenhai Wang
Jifeng Dai
Zhe Chen
Zhenhang Huang
Zhiqi Li
...
Tong Lu
Lewei Lu
Hongsheng Li
Xiaogang Wang
Yu Qiao
VLM
47
661
0
10 Nov 2022
DrawMon: A Distributed System for Detection of Atypical Sketch Content
  in Concurrent Pictionary Games
DrawMon: A Distributed System for Detection of Atypical Sketch Content in Concurrent Pictionary Games
Nikhil Bansal
Kartiki Gupta
Kiruthika Kannan
Sivani Pentapati
Ravi Kiran Sarvadevabhatla
38
0
0
10 Nov 2022
Efficient Joint Detection and Multiple Object Tracking with Spatially
  Aware Transformer
Efficient Joint Detection and Multiple Object Tracking with Spatially Aware Transformer
S. S. Nijhawan
Leo Hoshikawa
Atsushi Irie
Masakazu Yoshimura
Junji Otsuka
Takeshi Ohashi
VOT
ViT
40
0
0
09 Nov 2022
Harmonizing the object recognition strategies of deep neural networks
  with humans
Harmonizing the object recognition strategies of deep neural networks with humans
Thomas Fel
Ivan Felipe
Drew Linsley
Thomas Serre
36
71
0
08 Nov 2022
Exploration of Convolutional Neural Network Architectures for Large
  Region Map Automation
Exploration of Convolutional Neural Network Architectures for Large Region Map Automation
Rostyslav-Mykola Tsenov
Christopher J. Henry
J. Storie
C. Storie
Brent Murray
Mikhail Sokolov
27
2
0
07 Nov 2022
Black-Box Attack against GAN-Generated Image Detector with Contrastive
  Perturbation
Black-Box Attack against GAN-Generated Image Detector with Contrastive Perturbation
Zijie Lou
Gang Cao
Ma Lin
AAML
38
5
0
07 Nov 2022
Cross-Domain Local Characteristic Enhanced Deepfake Video Detection
Cross-Domain Local Characteristic Enhanced Deepfake Video Detection
Zihan Liu
Hanyi Wang
Shilin Wang
ViT
34
6
0
07 Nov 2022
MalGrid: Visualization Of Binary Features In Large Malware Corpora
MalGrid: Visualization Of Binary Features In Large Malware Corpora
Tajuddin Manhar Mohammed
L. Nataraj
Satish Chikkagoudar
S. Chandrasekaran
B. S. Manjunath
16
0
0
04 Nov 2022
DEArt: Dataset of European Art
DEArt: Dataset of European Art
Artem Reshetnikov
M. Marinescu
J. M. López
VLM
3DH
29
8
0
02 Nov 2022
Visualising Generative Spaces Using Convolutional Neural Network
  Embeddings
Visualising Generative Spaces Using Convolutional Neural Network Embeddings
Oliver Withington
L. Tokarchuk
GAN
33
2
0
31 Oct 2022
Studying inductive biases in image classification task
Studying inductive biases in image classification task
N. Arizumi
31
1
0
31 Oct 2022
UX-NET: Filter-and-Process-based Improved U-Net for Real-time
  Time-domain Audio Separation
UX-NET: Filter-and-Process-based Improved U-Net for Real-time Time-domain Audio Separation
Kashyap Patel
A. Kovalyov
Issa Panahi
21
6
0
28 Oct 2022
Fusion-based Few-Shot Morphing Attack Detection and Fingerprinting
Fusion-based Few-Shot Morphing Attack Detection and Fingerprinting
Naifeng Zhang
Shan Jia
Siwei Lyu
Xin Li
AAML
43
1
0
27 Oct 2022
Deformable Temporal Convolutional Networks for Monaural Noisy
  Reverberant Speech Separation
Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech Separation
William Ravenscroft
Stefan Goetze
Thomas Hain
38
11
0
27 Oct 2022
DEEPFAKE CLI: Accelerated Deepfake Detection using FPGAs
DEEPFAKE CLI: Accelerated Deepfake Detection using FPGAs
Omkar Bhilare
Rahul Singh
V. Paranjape
Sravan Chittupalli
Shraddha Suratkar
F. Kazi
36
1
0
26 Oct 2022
Implicit Identity Leakage: The Stumbling Block to Improving Deepfake
  Detection Generalization
Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization
S. Dong
Jin Wang
Renhe Ji
Jiajun Liang
Haoqiang Fan
Zheng Ge
46
110
0
26 Oct 2022
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