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Recent Advances in Convolutional Neural Networks

Recent Advances in Convolutional Neural Networks

22 December 2015
Jiuxiang Gu
Zhenhua Wang
Jason Kuen
Lianyang Ma
Amir Shahroudy
Bing Shuai
Ting Liu
Xingxing Wang
Li Wang
Gang Wang
Jianfei Cai
Tsuhan Chen
ArXivPDFHTML

Papers citing "Recent Advances in Convolutional Neural Networks"

50 / 133 papers shown
Title
Improving Generalization of Medical Image Registration Foundation Model
Improving Generalization of Medical Image Registration Foundation Model
Jing Hu
Kaiwei Yu
Hongjiang Xian
Shu Hu
Xin Wang
MedIm
29
0
0
10 May 2025
RF-DETR Object Detection vs YOLOv12 : A Study of Transformer-based and CNN-based Architectures for Single-Class and Multi-Class Greenfruit Detection in Complex Orchard Environments Under Label Ambiguity
RF-DETR Object Detection vs YOLOv12 : A Study of Transformer-based and CNN-based Architectures for Single-Class and Multi-Class Greenfruit Detection in Complex Orchard Environments Under Label Ambiguity
Ranjan Sapkota
Rahul Harsha Cheppally
Ajay Sharda
Manoj Karkee
34
0
0
17 Apr 2025
Engineering Artificial Intelligence: Framework, Challenges, and Future Direction
Engineering Artificial Intelligence: Framework, Challenges, and Future Direction
Jay Lee
Hanqi Su
Dai-Yan Ji
Takanobu Minami
AI4CE
46
0
0
03 Apr 2025
Image-Based Alzheimer's Disease Detection Using Pretrained Convolutional Neural Network Models
Image-Based Alzheimer's Disease Detection Using Pretrained Convolutional Neural Network Models
Nasser A Alsadhan
MedIm
50
2
0
09 Feb 2025
Transfer Learning on Multi-Dimensional Data: A Novel Approach to Neural Network-Based Surrogate Modeling
Transfer Learning on Multi-Dimensional Data: A Novel Approach to Neural Network-Based Surrogate Modeling
Adrienne M. Propp
Daniel M. Tartakovsky
AI4CE
26
2
0
16 Oct 2024
Predicting the Stay Length of Patients in Hospitals using Convolutional
  Gated Recurrent Deep Learning Model
Predicting the Stay Length of Patients in Hospitals using Convolutional Gated Recurrent Deep Learning Model
Mehdi Neshat
Michael Phipps
Chris A. Browne
Nicole T. Vargas
Seyedali Mirjalili
15
2
0
26 Sep 2024
A Visualized Malware Detection Framework with CNN and Conditional GAN
A Visualized Malware Detection Framework with CNN and Conditional GAN
Fang Wang
H. A. Hamadi
Ernesto Damiani
27
2
0
22 Sep 2024
Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach
Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach
Alireza Saber
Pouria Parhami
Alimihammad Siahkarzadeh
Amirreza Fateh
Amirreza Fateh
ViT
MedIm
48
9
0
08 Aug 2024
MomentsNeRF: Leveraging Orthogonal Moments for Few-Shot Neural Rendering
MomentsNeRF: Leveraging Orthogonal Moments for Few-Shot Neural Rendering
Ahmad AlMughrabi
Ricardo Marques
P. Radeva
38
0
0
02 Jul 2024
A Survey of Meta-features Used for Automated Selection of Algorithms for
  Black-box Single-objective Continuous Optimization
A Survey of Meta-features Used for Automated Selection of Algorithms for Black-box Single-objective Continuous Optimization
Gjorgjina Cenikj
Ana Nikolikj
Gašper Petelin
N. V. Stein
Carola Doerr
T. Eftimov
46
1
0
08 Jun 2024
FORESEE: Multimodal and Multi-view Representation Learning for Robust
  Prediction of Cancer Survival
FORESEE: Multimodal and Multi-view Representation Learning for Robust Prediction of Cancer Survival
Liangrui Pan
Yijun Peng
Yan Li
Yiyi Liang
Liwen Xu
Qingchun Liang
Shaoliang Peng
34
0
0
13 May 2024
Predicting Transonic Flowfields in Non-Homogeneous Unstructured Grids
  Using Autoencoder Graph Convolutional Networks
Predicting Transonic Flowfields in Non-Homogeneous Unstructured Grids Using Autoencoder Graph Convolutional Networks
Gabriele Immordino
Andrea Vaiuso
A. Ronch
Marcello Righi
AI4CE
19
3
0
07 May 2024
Mixed Text Recognition with Efficient Parameter Fine-Tuning and Transformer
Mixed Text Recognition with Efficient Parameter Fine-Tuning and Transformer
Da Chang
Yu Li
64
2
0
19 Apr 2024
DT-DDNN: A Physical Layer Security Attack Detector in 5G RF Domain for CAVs
DT-DDNN: A Physical Layer Security Attack Detector in 5G RF Domain for CAVs
Ghazal Asemian
Mohammadreza Amini
B. Kantarci
Melike Erol-Kantarci
32
2
0
05 Mar 2024
Automated Fusion of Multimodal Electronic Health Records for Better
  Medical Predictions
Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions
Suhan Cui
Jiaqi Wang
Yuan Zhong
Han Liu
Ting Wang
Fenglong Ma
19
2
0
20 Jan 2024
Hierarchical Aggregations for High-Dimensional Multiplex Graph Embedding
Hierarchical Aggregations for High-Dimensional Multiplex Graph Embedding
K. Abdous
Nairouz Mrabah
Mohamed Bouguessa
25
4
0
28 Dec 2023
Knowledge Enhanced Conditional Imputation for Healthcare Time-series
Knowledge Enhanced Conditional Imputation for Healthcare Time-series
Linglong Qian
Zina Ibrahim
Hugh Logan Ellis
Ao Zhang
Yuezhou Zhang
Tao Wang
Richard J. B. Dobson
AI4TS
26
2
0
27 Dec 2023
Investigating YOLO Models Towards Outdoor Obstacle Detection For
  Visually Impaired People
Investigating YOLO Models Towards Outdoor Obstacle Detection For Visually Impaired People
Chenhao He
Pramit Saha
19
3
0
10 Dec 2023
Demystifying DeFi MEV Activities in Flashbots Bundle
Demystifying DeFi MEV Activities in Flashbots Bundle
Zihao Li
Jianfeng Li
Zheyuan He
Xiapu Luo
Ting Wang
Xiaoze Ni
Wenwu Yang
Xi Chen
Ting Chen
MoE
27
22
0
02 Dec 2023
Revealing CNN Architectures via Side-Channel Analysis in Dataflow-based Inference Accelerators
Revealing CNN Architectures via Side-Channel Analysis in Dataflow-based Inference Accelerators
Hansika Weerasena
Prabhat Mishra
FedML
49
4
0
01 Nov 2023
Provable advantages of kernel-based quantum learners and quantum
  preprocessing based on Grover's algorithm
Provable advantages of kernel-based quantum learners and quantum preprocessing based on Grover's algorithm
Till Muser
Elias Zapusek
Vasilis Belis
Florentin Reiter
28
5
0
25 Sep 2023
Boosting Cross-Quality Face Verification using Blind Face Restoration
Boosting Cross-Quality Face Verification using Blind Face Restoration
Messaoud Bengherabi
Douaa Laib
Fella Souhila Lasnami
Ryma Boussaha
CVBM
18
2
0
15 Aug 2023
A Survey on Graph Classification and Link Prediction based on GNN
A Survey on Graph Classification and Link Prediction based on GNN
Xingyu Liu
Juan Chen
Q. Wen
GNN
21
10
0
03 Jul 2023
Solving Large-scale Spatial Problems with Convolutional Neural Networks
Solving Large-scale Spatial Problems with Convolutional Neural Networks
Damian Owerko
Charilaos I. Kanatsoulis
Alejandro Ribeiro
19
2
0
14 Jun 2023
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement
Long Ma
Dian Jin
Nan An
Jinyuan Liu
Xin-Yue Fan
Risheng Liu
33
48
0
02 Jun 2023
A Comprehensive Overview and Comparative Analysis on Deep Learning Models: CNN, RNN, LSTM, GRU
A Comprehensive Overview and Comparative Analysis on Deep Learning Models: CNN, RNN, LSTM, GRU
Farhad Shiri
Thinagaran Perumal
N. Mustapha
Raihani Mohamed
AILaw
SyDa
ELM
AI4TS
35
127
0
27 May 2023
Survey of Automatic Plankton Image Recognition: Challenges, Existing
  Solutions and Future Perspectives
Survey of Automatic Plankton Image Recognition: Challenges, Existing Solutions and Future Perspectives
T. Eerola
Daniel Batrakhanov
Nastaran Vatankhah Barazandeh
K. Kraft
Lumi Haraguchi
L. Lensu
S. Suikkanen
Jukka Seppälä
T. Tamminen
H. Kalviainen
13
11
0
19 May 2023
Constrained Environment Optimization for Prioritized Multi-Agent
  Navigation
Constrained Environment Optimization for Prioritized Multi-Agent Navigation
Zhan Gao
Amanda Prorok
30
7
0
18 May 2023
Understanding the Initial Condensation of Convolutional Neural Networks
Understanding the Initial Condensation of Convolutional Neural Networks
Zhangchen Zhou
Hanxu Zhou
Yuqing Li
Zhi-Qin John Xu
MLT
AI4CE
18
5
0
17 May 2023
The Power of Typed Affine Decision Structures: A Case Study
The Power of Typed Affine Decision Structures: A Case Study
Gerrit Nolte
Maximilian Schlüter
Alnis Murtovi
Bernhard Steffen
AAML
12
3
0
28 Apr 2023
Empowering Wildlife Guardians: An Equitable Digital Stewardship and
  Reward System for Biodiversity Conservation using Deep Learning and 3/4G
  Camera Traps
Empowering Wildlife Guardians: An Equitable Digital Stewardship and Reward System for Biodiversity Conservation using Deep Learning and 3/4G Camera Traps
Paul Fergus
C. Chalmers
Steven Longmore
Serge Wich
Carmen Warmenhove
J. Swart
Thuto Ngongwane
A. Burger
J. Ledgard
E. Meijaard
11
13
0
25 Apr 2023
Physical Knowledge Enhanced Deep Neural Network for Sea Surface
  Temperature Prediction
Physical Knowledge Enhanced Deep Neural Network for Sea Surface Temperature Prediction
Yuxin Meng
Feng Gao
Eric Rigall
Ran Dong
Junyu Dong
Q. Du
21
18
0
19 Apr 2023
Lipschitz-bounded 1D convolutional neural networks using the Cayley
  transform and the controllability Gramian
Lipschitz-bounded 1D convolutional neural networks using the Cayley transform and the controllability Gramian
Patricia Pauli
Ruigang Wang
I. Manchester
Frank Allgöwer
21
8
0
20 Mar 2023
Keystroke Dynamics: Concepts, Techniques, and Applications
Keystroke Dynamics: Concepts, Techniques, and Applications
Rashik Shadman
A. Wahab
Michael Manno
M. Lukaszewski
Daqing Hou
Faraz Hussain
40
4
0
08 Mar 2023
Hybrid quantum-classical convolutional neural network for phytoplankton
  classification
Hybrid quantum-classical convolutional neural network for phytoplankton classification
S. Shi
Zhimin Wang
R. Shang
Yanan Li
Jiaxin Li
Guoqiang Zhong
Yongjian Gu
19
6
0
07 Mar 2023
Extracting the gamma-ray source-count distribution below the Fermi-LAT
  detection limit with deep learning
Extracting the gamma-ray source-count distribution below the Fermi-LAT detection limit with deep learning
Aurelio Amerio
A. Cuoco
N. Fornengo
22
4
0
03 Feb 2023
Fast spline detection in high density microscopy data
Fast spline detection in high density microscopy data
Albert Alonso
J. B. Kirkegaard
11
6
0
11 Jan 2023
Graph Convolutional Neural Networks as Parametric CoKleisli morphisms
Graph Convolutional Neural Networks as Parametric CoKleisli morphisms
Bruno Gavranović
M. Villani
GNN
84
0
0
01 Dec 2022
Generalizable Industrial Visual Anomaly Detection with Self-Induction
  Vision Transformer
Generalizable Industrial Visual Anomaly Detection with Self-Induction Vision Transformer
Haiming Yao
Wenyong Yu
ViT
20
5
0
22 Nov 2022
Decomposing 3D Neuroimaging into 2+1D Processing for Schizophrenia
  Recognition
Decomposing 3D Neuroimaging into 2+1D Processing for Schizophrenia Recognition
Mengjiao Hu
Xudong Jiang
K. Sim
J. Zhou
Cuntai Guan
13
0
0
21 Nov 2022
Reconstructing high-order sequence features of dynamic functional
  connectivity networks based on diversified covert attention patterns for
  Alzheimer's disease classification
Reconstructing high-order sequence features of dynamic functional connectivity networks based on diversified covert attention patterns for Alzheimer's disease classification
Zhixiang Zhang
Biao Jie
Zhengdong Wang
Jie Zhou
Yang Yang
21
0
0
19 Nov 2022
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive
  Survey
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey
Yuecong Xu
Haozhi Cao
Zhenghua Chen
Xiaoli Li
Lihua Xie
Jianfei Yang
24
14
0
17 Nov 2022
Automatic classification of deformable shapes
Automatic classification of deformable shapes
Hossein Dabirian
Radmir Sultamuratov
James Herring
Carlos El Tallawi
W. Zoghbi
Andreas Mang
R. Azencott
25
1
0
04 Nov 2022
Siamese Transition Masked Autoencoders as Uniform Unsupervised Visual
  Anomaly Detector
Siamese Transition Masked Autoencoders as Uniform Unsupervised Visual Anomaly Detector
Haiming Yao
Xue Wang
Wenyong Yu
20
9
0
01 Nov 2022
Globally Gated Deep Linear Networks
Globally Gated Deep Linear Networks
Qianyi Li
H. Sompolinsky
AI4CE
14
10
0
31 Oct 2022
RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating
  the CORINE Land Cover Product
RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating the CORINE Land Cover Product
P. Bhugra
B. Bischke
C. Werner
R. Syrnicki
C. Packbier
...
W. De Keersmaecker
D. Zanaga
A. Wania
R. Van De Kerchove
G. Marchisio
12
3
0
26 Oct 2022
Effectiveness of the Recent Advances in Capsule Networks
Effectiveness of the Recent Advances in Capsule Networks
Nidhin Harilal
Rohan Patil
12
0
0
11 Oct 2022
Machine learning in bioprocess development: From promise to practice
Machine learning in bioprocess development: From promise to practice
L. M. Helleckes
J. Hemmerich
W. Wiechert
E. Lieres
A. Grünberger
21
47
0
04 Oct 2022
VREN: Volleyball Rally Dataset with Expression Notation Language
VREN: Volleyball Rally Dataset with Expression Notation Language
H. Xia
Rhys Tracy
Yun Zhao
Erwan Fraisse
Yuanchun Wang
Linda R. Petzold
19
7
0
28 Sep 2022
FusionVAE: A Deep Hierarchical Variational Autoencoder for RGB Image
  Fusion
FusionVAE: A Deep Hierarchical Variational Autoencoder for RGB Image Fusion
Fabian Duffhauss
Ngo Anh Vien
Hanna Ziesche
Gerhard Neumann
28
4
0
22 Sep 2022
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