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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
Watt For What: Rethinking Deep Learning's Energy-Performance
  Relationship
Watt For What: Rethinking Deep Learning's Energy-Performance Relationship
Shreyank N. Gowda
Xinyue Hao
Gen Li
Laura Sevilla-Lara
Shashank Narayana Gowda
HAI
18
10
0
10 Oct 2023
Learning Layer-wise Equivariances Automatically using Gradients
Learning Layer-wise Equivariances Automatically using Gradients
Tycho F. A. van der Ouderaa
Alexander Immer
Mark van der Wilk
MLT
55
12
0
09 Oct 2023
DANet: Enhancing Small Object Detection through an Efficient Deformable
  Attention Network
DANet: Enhancing Small Object Detection through an Efficient Deformable Attention Network
Md Sohag Mia
Abdullah Al Bary Voban
Abu Bakor Hayat Arnob
Abdu Naim
Md Kawsar Ahmed
Md Shariful Islam
ObjD
37
1
0
09 Oct 2023
Plug n' Play: Channel Shuffle Module for Enhancing Tiny Vision
  Transformers
Plug n' Play: Channel Shuffle Module for Enhancing Tiny Vision Transformers
Xuwei Xu
Sen Wang
Yudong Chen
Jiajun Liu
ViT
34
1
0
09 Oct 2023
Exploiting Facial Relationships and Feature Aggregation for Multi-Face
  Forgery Detection
Exploiting Facial Relationships and Feature Aggregation for Multi-Face Forgery Detection
Chenhao Lin
Fangbin Yi
Hang Wang
Qian Li
Jingyi Deng
Chao Shen
CVBM
27
3
0
07 Oct 2023
A Comprehensive Survey on Deep Neural Image Deblurring
A Comprehensive Survey on Deep Neural Image Deblurring
S. A. Biyouki
Hoon Hwangbo
30
2
0
07 Oct 2023
X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake
  Image Detection
X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image Detection
Lei Zhang
Hao Chen
Shuangyan Hu
Bin Zhu
C. Lin
Xi Wu
Jinrong Hu
Xin Wang
51
1
0
07 Oct 2023
Iris Liveness Detection Competition (LivDet-Iris) -- The 2023 Edition
Iris Liveness Detection Competition (LivDet-Iris) -- The 2023 Edition
Patrick J. Tinsley
Sandip Purnapatra
Mahsa Mitcheff
Aidan Boyd
Colton R. Crum
...
Guangzhe Zhao
Juan Tapia
Christoph Busch
Carlos Aravena
Daniel Schulz
VLM
62
8
0
06 Oct 2023
TiC: Exploring Vision Transformer in Convolution
TiC: Exploring Vision Transformer in Convolution
Song Zhang
Qingzhong Wang
Jiang Bian
Haoyi Xiong
ViT
37
1
0
06 Oct 2023
Efficient Federated Prompt Tuning for Black-box Large Pre-trained Models
Efficient Federated Prompt Tuning for Black-box Large Pre-trained Models
Zihao Lin
Yan Sun
Yifan Shi
Xueqian Wang
Lifu Huang
Li Shen
Dacheng Tao
49
11
0
04 Oct 2023
Fast, Expressive SE$(n)$ Equivariant Networks through Weight-Sharing in
  Position-Orientation Space
Fast, Expressive SE(n)(n)(n) Equivariant Networks through Weight-Sharing in Position-Orientation Space
Erik J. Bekkers
Sharvaree P. Vadgama
Rob D. Hesselink
P. A. V. D. Linden
David W. Romero
30
25
0
04 Oct 2023
Comparative Analysis of Imbalanced Malware Byteplot Image Classification
  using Transfer Learning
Comparative Analysis of Imbalanced Malware Byteplot Image Classification using Transfer Learning
M. Jayasudha
Ayesha Shaik
Gaurav Pendharkar
Soham Kumar
B. MuheshKumar
Sudharshanan Balaji
23
4
0
04 Oct 2023
Modularity in Deep Learning: A Survey
Modularity in Deep Learning: A Survey
Haozhe Sun
Isabelle Guyon
MoMe
43
2
0
02 Oct 2023
SeisT: A foundational deep learning model for earthquake monitoring
  tasks
SeisT: A foundational deep learning model for earthquake monitoring tasks
Sen Li
Xu Yang
Anye Cao
Changbin Wang
Yaoqi Liu
Yapeng Liu
Qiang Niu
36
3
0
02 Oct 2023
How Close are Other Computer Vision Tasks to Deepfake Detection?
How Close are Other Computer Vision Tasks to Deepfake Detection?
H. Nguyen
Junichi Yamagishi
Isao Echizen
CVBM
26
2
0
02 Oct 2023
PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series
  Forecasting
PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting
Zeying Gong
Yujin Tang
Junwei Liang
KELM
AI4TS
29
27
0
01 Oct 2023
Finger-UNet: A U-Net based Multi-Task Architecture for Deep Fingerprint
  Enhancement
Finger-UNet: A U-Net based Multi-Task Architecture for Deep Fingerprint Enhancement
Ekta Gavas
A. Namboodiri
CVBM
26
2
0
01 Oct 2023
YFlows: Systematic Dataflow Exploration and Code Generation for
  Efficient Neural Network Inference using SIMD Architectures on CPUs
YFlows: Systematic Dataflow Exploration and Code Generation for Efficient Neural Network Inference using SIMD Architectures on CPUs
Cyrus Zhou
Zack Hassman
Ruize Xu
Dhirpal Shah
Vaughn Richard
Yanjing Li
34
1
0
01 Oct 2023
RBF Weighted Hyper-Involution for RGB-D Object Detection
RBF Weighted Hyper-Involution for RGB-D Object Detection
Mehfuz A Rahman
Jiju Peethambaran
Neil London
3DH
25
1
0
30 Sep 2023
FashionFlow: Leveraging Diffusion Models for Dynamic Fashion Video
  Synthesis from Static Imagery
FashionFlow: Leveraging Diffusion Models for Dynamic Fashion Video Synthesis from Static Imagery
Tasin Islam
A. Miron
Xiaohui Liu
Yongmin Li
DiffM
34
3
0
29 Sep 2023
Robustness of AI-Image Detectors: Fundamental Limits and Practical
  Attacks
Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks
Mehrdad Saberi
Vinu Sankar Sadasivan
Keivan Rezaei
Aounon Kumar
Atoosa Malemir Chegini
Wenxiao Wang
S. Feizi
WIGM
AAML
40
40
0
29 Sep 2023
Multi-task View Synthesis with Neural Radiance Fields
Multi-task View Synthesis with Neural Radiance Fields
Shuhong Zheng
Zhipeng Bao
Martial Hebert
Yu-Xiong Wang
39
4
0
29 Sep 2023
Classification of Potholes Based on Surface Area Using Pre-Trained
  Models of Convolutional Neural Network
Classification of Potholes Based on Surface Area Using Pre-Trained Models of Convolutional Neural Network
Dipam Patel
Abdullah Cheema
Waqas Qayyum
Rana Ehtisham
Kshitij Tiwari
Junaid Mir
Aniket Bera
Afaq Ahmad
27
2
0
29 Sep 2023
IFAST: Weakly Supervised Interpretable Face Anti-spoofing from
  Single-shot Binocular NIR Images
IFAST: Weakly Supervised Interpretable Face Anti-spoofing from Single-shot Binocular NIR Images
Jiancheng Huang
Donghao Zhou
Shifeng Chen
CVBM
42
2
0
29 Sep 2023
Revisiting Cephalometric Landmark Detection from the view of Human Pose
  Estimation with Lightweight Super-Resolution Head
Revisiting Cephalometric Landmark Detection from the view of Human Pose Estimation with Lightweight Super-Resolution Head
Qian Wu
Siyong Yeo
Yufei Chen
Jing Liu
42
5
0
29 Sep 2023
Understanding and Mitigating the Label Noise in Pre-training on
  Downstream Tasks
Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks
Hao Chen
Jindong Wang
Ankit Shah
Ran Tao
Hongxin Wei
Berfin cSimcsek
Masashi Sugiyama
Bhiksha Raj
46
26
0
29 Sep 2023
Convolutional Networks with Oriented 1D Kernels
Convolutional Networks with Oriented 1D Kernels
Alexandre Kirchmeyer
Jia Deng
24
4
0
27 Sep 2023
The Robust Semantic Segmentation UNCV2023 Challenge Results
The Robust Semantic Segmentation UNCV2023 Challenge Results
Xuanlong Yu
Yi Zuo
Zitao Wang
Xiaowen Zhang
Jiaxuan Zhao
...
Angela Yao
Wenlong Chen
Ivor J. A. Simpson
Neill D. F. Campbell
Gianni Franchi
UQCV
40
4
0
27 Sep 2023
S3TC: Spiking Separated Spatial and Temporal Convolutions with
  Unsupervised STDP-based Learning for Action Recognition
S3TC: Spiking Separated Spatial and Temporal Convolutions with Unsupervised STDP-based Learning for Action Recognition
Mireille el Assal
Pierre Tirilly
Ioan Marius Bilasco
34
2
0
22 Sep 2023
DeFormer: Integrating Transformers with Deformable Models for 3D Shape
  Abstraction from a Single Image
DeFormer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from a Single Image
Ding Liu
Xiang Yu
Meng Ye
Qilong Zhangli
Zhuowei Li
Zhixing Zhang
Dimitris N. Metaxas
ViT
29
9
0
22 Sep 2023
A Machine Learning-oriented Survey on Tiny Machine Learning
A Machine Learning-oriented Survey on Tiny Machine Learning
Luigi Capogrosso
Federico Cunico
D. Cheng
Franco Fummi
Marco Cristani
SyDa
MU
34
34
0
21 Sep 2023
Uncovering the effects of model initialization on deep model
  generalization: A study with adult and pediatric Chest X-ray images
Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric Chest X-ray images
S. Rajaraman
Ghada Zamzmi
Feng Yang
Zhaohui Liang
Z. Xue
Sameer Kiran Antani
19
4
0
20 Sep 2023
Grassroots Operator Search for Model Edge Adaptation
Grassroots Operator Search for Model Edge Adaptation
Hadjer Benmeziane
Kaoutar El Maghraoui
Hamza Ouarnoughi
Smail Niar
27
0
0
20 Sep 2023
Contrastive Pseudo Learning for Open-World DeepFake Attribution
Contrastive Pseudo Learning for Open-World DeepFake Attribution
Zhimin Sun
Shen Chen
Taiping Yao
Bangjie Yin
Ran Yi
Shouhong Ding
Lizhuang Ma
CVBM
16
21
0
20 Sep 2023
Locate and Verify: A Two-Stream Network for Improved Deepfake Detection
Locate and Verify: A Two-Stream Network for Improved Deepfake Detection
Chao Shuai
Jieming Zhong
Shuang Wu
Feng Lin
Zhibo Wang
Zhongjie Ba
Zhenguang Liu
Lorenzo Cavallaro
Kui Ren
54
29
0
20 Sep 2023
A multimodal deep learning architecture for smoking detection with a
  small data approach
A multimodal deep learning architecture for smoking detection with a small data approach
Róbert Lakatos
P. Pollner
András Hajdu
Tamas Joo
29
9
0
19 Sep 2023
RoadFormer: Duplex Transformer for RGB-Normal Semantic Road Scene
  Parsing
RoadFormer: Duplex Transformer for RGB-Normal Semantic Road Scene Parsing
Jiahang Li
Yikang Zhang
Peng Yun
Guangliang Zhou
Qijun Chen
Rui Fan
ViT
OffRL
18
26
0
19 Sep 2023
DiaCorrect: Error Correction Back-end For Speaker Diarization
DiaCorrect: Error Correction Back-end For Speaker Diarization
Jiangyu Han
Federico Landini
Johan Rohdin
Mireia Díez
Lukás Burget
Yuhang Cao
Heng Lu
J. Černocký
47
3
0
15 Sep 2023
An Efficient Wide-Range Pseudo-3D Vehicle Detection Using A Single
  Camera
An Efficient Wide-Range Pseudo-3D Vehicle Detection Using A Single Camera
Zhupeng Ye
Yinqi Li
Zejian Yuan
34
0
0
15 Sep 2023
Folding Attention: Memory and Power Optimization for On-Device
  Transformer-based Streaming Speech Recognition
Folding Attention: Memory and Power Optimization for On-Device Transformer-based Streaming Speech Recognition
Yang Li
Liangzhen Lai
Shangguan Yuan
Forrest N. Iandola
Zhaoheng Ni
Ernie Chang
Yangyang Shi
Vikas Chandra
34
2
0
14 Sep 2023
M3Dsynth: A dataset of medical 3D images with AI-generated local
  manipulations
M3Dsynth: A dataset of medical 3D images with AI-generated local manipulations
Giada Zingarini
D. Cozzolino
Riccardo Corvi
Giovanni Poggi
L. Verdoliva
DiffM
MedIm
19
7
0
14 Sep 2023
Complexity Scaling for Speech Denoising
Complexity Scaling for Speech Denoising
Hangting Chen
Jianwei Yu
Chao Weng
27
2
0
14 Sep 2023
Padding-free Convolution based on Preservation of Differential
  Characteristics of Kernels
Padding-free Convolution based on Preservation of Differential Characteristics of Kernels
Kuangdai Leng
Jeyan Thiyagalingam
35
2
0
12 Sep 2023
AI4Food-NutritionFW: A Novel Framework for the Automatic Synthesis and
  Analysis of Eating Behaviours
AI4Food-NutritionFW: A Novel Framework for the Automatic Synthesis and Analysis of Eating Behaviours
Sergio Romero-Tapiador
Ruben Tolosana
Aythami Morales
Isabel Espinosa-Salinas
G. Freixer
Julian Fierrez
R. Vera-Rodríguez
Enrique Carrillo-de Santa Pau
Ana Ramírez de Molina
J. Ortega-Garcia
50
7
0
12 Sep 2023
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in
  Remote Sensing
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing
Clifford Broni-Bediako
Junshi Xia
Naoto Yokoya
59
10
0
12 Sep 2023
Temporal Action Localization with Enhanced Instant Discriminability
Temporal Action Localization with Enhanced Instant Discriminability
Ding Shi
Qiong Cao
Yujie Zhong
Shan An
Jian Cheng
Haogang Zhu
Dacheng Tao
39
9
0
11 Sep 2023
Temporal Patience: Efficient Adaptive Deep Learning for Embedded Radar
  Data Processing
Temporal Patience: Efficient Adaptive Deep Learning for Embedded Radar Data Processing
Max Sponner
Julius Ott
Lorenzo Servadei
Bernd Waschneck
Robert Wille
Akash Kumar
26
2
0
11 Sep 2023
A Strong and Simple Deep Learning Baseline for BCI MI Decoding
A Strong and Simple Deep Learning Baseline for BCI MI Decoding
Yassine El Ouahidi
Vincent Gripon
Bastien Pasdeloup
Ghaith Bouallegue
Nicolas Farrugia
G. Lioi
BDL
37
4
0
11 Sep 2023
Feature Enhancer Segmentation Network (FES-Net) for Vessel Segmentation
Feature Enhancer Segmentation Network (FES-Net) for Vessel Segmentation
Tariq Mahmood Khan
Muhammad Arsalan
Shahzaib Iqbal
Imran Razzak
Erik H. W. Meijering
29
11
0
07 Sep 2023
Large Separable Kernel Attention: Rethinking the Large Kernel Attention
  Design in CNN
Large Separable Kernel Attention: Rethinking the Large Kernel Attention Design in CNN
Kin Wai Lau
L. Po
Yasar Abbas Ur Rehman
VLM
32
204
0
04 Sep 2023
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