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Recent Advances in Convolutional Neural Networks
v1v2v3v4v5v6 (latest)

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
ArXiv (abs)PDFHTML

Papers citing "Recent Advances in Convolutional Neural Networks"

50 / 510 papers shown
Artificial intelligence for online characterization of ultrashort X-ray
  free-electron laser pulses
Artificial intelligence for online characterization of ultrashort X-ray free-electron laser pulsesScientific Reports (Sci Rep), 2021
Kristina Dingel
Thorsten Otto
L. Marder
Lars Funke
A. Held
...
J. Viefhaus
Bernhard Sick
A. Ehresmann
M. Ilchen
W. Helml
200
11
0
31 Aug 2021
Temporal Deep Learning Architecture for Prediction of COVID-19 Cases in
  India
Temporal Deep Learning Architecture for Prediction of COVID-19 Cases in India
Hanuman Verma
Saurav Mandal
Akshansh Gupta
55
37
0
31 Aug 2021
Quadratic mutual information regularization in real-time deep CNN models
Quadratic mutual information regularization in real-time deep CNN modelsInternational Workshop on Machine Learning for Signal Processing (MLSP), 2020
Maria Tzelepi
Anastasios Tefas
46
1
0
26 Aug 2021
Construction material classification on imbalanced datasets using Vision
  Transformer (ViT) architecture
Construction material classification on imbalanced datasets using Vision Transformer (ViT) architecture
Maryam Soleymani
Mahdi Bonyani
Hadi Mahami
F. Nasirzadeh
106
1
0
21 Aug 2021
Learning System Parameters from Turing Patterns
Learning System Parameters from Turing Patterns
David Schnörr
Christoph Schnörr
58
17
0
19 Aug 2021
An Attention Module for Convolutional Neural Networks
An Attention Module for Convolutional Neural Networks
Zhu Baozhou
P. Hofstee
Jinho Lee
Zaid Al-Ars
190
32
0
18 Aug 2021
A Physics Informed Neural Network Approach to Solution and
  Identification of Biharmonic Equations of Elasticity
A Physics Informed Neural Network Approach to Solution and Identification of Biharmonic Equations of Elasticity
M. Vahab
E. Haghighat
M. Khaleghi
N. Khalili
PINN
217
58
0
16 Aug 2021
Evaluating the Robustness of Semantic Segmentation for Autonomous
  Driving against Real-World Adversarial Patch Attacks
Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch AttacksIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
F. Nesti
Giulio Rossolini
Saasha Nair
Alessandro Biondi
Giorgio Buttazzo
AAML
177
98
0
13 Aug 2021
Monte Carlo DropBlock for Modelling Uncertainty in Object Detection
Monte Carlo DropBlock for Modelling Uncertainty in Object DetectionPattern Recognition (Pattern Recogn.), 2021
K. Deepshikha
Sai Harsha Yelleni
P. K. Srijith
C.Krishna Mohan
BDLUQCV
159
109
0
08 Aug 2021
Discovering Distinctive "Semantics" in Super-Resolution Networks
Discovering Distinctive "Semantics" in Super-Resolution Networks
Yihao Liu
Anran Liu
Jinjin Gu
Zhipeng Zhang
Wenhao Wu
Yu Qiao
Chao Dong
SupR
184
22
0
01 Aug 2021
Bridging Gap between Image Pixels and Semantics via Supervision: A
  Survey
Bridging Gap between Image Pixels and Semantics via Supervision: A SurveyAPSIPA Transactions on Signal and Information Processing (TASIP), 2021
Jiali Duan
C.-C. Jay Kuo
323
9
0
29 Jul 2021
Predicting Mechanically Driven Full-Field Quantities of Interest with
  Deep Learning-Based Metamodels
Predicting Mechanically Driven Full-Field Quantities of Interest with Deep Learning-Based MetamodelsExtreme Mechanics Letters (Extreme Mech. Lett.), 2021
S. Mohammadzadeh
Emma Lejeune
AI4CE
176
32
0
24 Jul 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges,
  Techniques and Datasets
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets
Muhammed Muzammul
Xi Li
ObjD
233
18
0
16 Jul 2021
Disparity Between Batches as a Signal for Early Stopping
Disparity Between Batches as a Signal for Early Stopping
Mahsa Forouzesh
Patrick Thiran
281
11
0
14 Jul 2021
Cloud based Scalable Object Recognition from Video Streams using
  Orientation Fusion and Convolutional Neural Networks
Cloud based Scalable Object Recognition from Video Streams using Orientation Fusion and Convolutional Neural NetworksPattern Recognition (Pattern Recogn.), 2021
Muhammad Usman Yaseen
A. Anjum
Giancarlo Fortino
A. Liotta
Amir Hussain
68
10
0
19 Jun 2021
Towards a Privacy-preserving Deep Learning-based Network Intrusion
  Detection in Data Distribution Services
Towards a Privacy-preserving Deep Learning-based Network Intrusion Detection in Data Distribution Services
Stanislav Abaimov
46
1
0
12 Jun 2021
Recovery of Meteorites Using an Autonomous Drone and Machine Learning
Recovery of Meteorites Using an Autonomous Drone and Machine LearningMeteoritics and Planetary Science (MAPS), 2021
R. Citron
P. Jenniskens
C. Watkins
S. Sinha
Amar Shah
Chedy Raïssi
H. Devillepoix
J. Albers
77
4
0
11 Jun 2021
MONCAE: Multi-Objective Neuroevolution of Convolutional Autoencoders
MONCAE: Multi-Objective Neuroevolution of Convolutional Autoencoders
Daniel Dimanov
E. Balaguer-Ballester
Colin Singleton
Shahin Rostami
150
6
0
07 Jun 2021
Deep High-Resolution Representation Learning for Cross-Resolution Person
  Re-identification
Deep High-Resolution Representation Learning for Cross-Resolution Person Re-identificationIEEE Transactions on Image Processing (TIP), 2021
Guoqing Zhang
Yuying Ge
Zhicheng Dong
Hao Wang
Yuhui Zheng
Shengyong Chen
161
84
0
25 May 2021
Deep Learning Traversability Estimator for Mobile Robots in Unstructured
  Environments
Deep Learning Traversability Estimator for Mobile Robots in Unstructured EnvironmentsTowards Autonomous Robotic Systems (TAROS), 2021
Marco Visca
Sampo Kuutti
R. Powell
Yang Gao
Saber Fallah
74
7
0
23 May 2021
Adaptive Filters in Graph Convolutional Neural Networks
Adaptive Filters in Graph Convolutional Neural NetworksPattern Recognition (Pattern Recogn.), 2021
Andrea Apicella
Francesco Isgrò
A. Pollastro
R. Prevete
GNN
300
18
0
21 May 2021
Negational Symmetry of Quantum Neural Networks for Binary Pattern
  Classification
Negational Symmetry of Quantum Neural Networks for Binary Pattern ClassificationPattern Recognition (Pattern Recogn.), 2021
Nanqing Dong
Michael C. Kampffmeyer
Irina Voiculescu
Eric P. Xing
257
9
0
20 May 2021
Randomly Initialized Convolutional Neural Network for the Recognition of
  COVID-19 using X-ray Images
Randomly Initialized Convolutional Neural Network for the Recognition of COVID-19 using X-ray Images
Safa Ben Atitallah
Maha Driss
W. Boulila
Henda Ben Ghézala
157
45
0
17 May 2021
Deep Metric Learning for Few-Shot Image Classification: A Review of
  Recent Developments
Deep Metric Learning for Few-Shot Image Classification: A Review of Recent DevelopmentsPattern Recognition (Pattern Recogn.), 2021
Xiaoxu Li
Xiaochen Yang
Zhanyu Ma
Jing-Hao Xue
VLM
288
162
0
17 May 2021
Facial Age Estimation using Convolutional Neural Networks
Facial Age Estimation using Convolutional Neural Networks
Adrian Kjærran
Christian Bakke Vennerød
Erling Stray Bugge
CVBM3DH
48
3
0
14 May 2021
ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted
  resource clusterS
ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterSInternational Conference on Future Internet of Things and Cloud (FiCloud), 2021
Federica Filippini
Danilo Ardagna
M. Lattuada
E. Amaldi
Michele Ciavotta
Maciek Riedl
Katarzyna Materka
Pawel Skrzypek
F. Magugliani
M. Cicala
74
9
0
11 May 2021
GuideBP: Guiding Backpropagation Through Weaker Pathways of Parallel
  Logits
GuideBP: Guiding Backpropagation Through Weaker Pathways of Parallel Logits
Bodhisatwa Mandal
Swarnendu Ghosh
Teresa Gonçalves
P. Quaresma
M. Nasipuri
N. Das
FAtt
142
0
0
23 Apr 2021
Wide-Baseline Multi-Camera Calibration using Person Re-Identification
Wide-Baseline Multi-Camera Calibration using Person Re-IdentificationComputer Vision and Pattern Recognition (CVPR), 2021
Yan Xu
Yu-Jhe Li
Xinshuo Weng
Kris Kitani
181
26
0
17 Apr 2021
A Tale of Two Lexica Testing Computational Hypotheses with Deep
  Convolutional Neural Networks
A Tale of Two Lexica Testing Computational Hypotheses with Deep Convolutional Neural Networks
Enes Avcu
Olivia Newman
D. Gow
33
0
0
13 Apr 2021
A State-of-the-art Survey of Artificial Neural Networks for Whole-slide
  Image Analysis:from Popular Convolutional Neural Networks to Potential Visual
  Transformers
A State-of-the-art Survey of Artificial Neural Networks for Whole-slide Image Analysis:from Popular Convolutional Neural Networks to Potential Visual Transformers
Xintong Li
Xirong Li
Chen Li
M. Rahaman
Jian Wu
Xiaoqi Li
Yudong Yao
M. Grzegorzek
ViTMedIm
325
57
0
13 Apr 2021
cuConv: A CUDA Implementation of Convolution for CNN Inference
cuConv: A CUDA Implementation of Convolution for CNN InferenceCluster Computing (Cluster Comput.), 2021
Marc Jordà
Pedro Valero-Lara
Antonio J. Peña
3DVBDL
156
17
0
30 Mar 2021
Deep Learning Techniques for In-Crop Weed Identification: A Review
Deep Learning Techniques for In-Crop Weed Identification: A ReviewPrecision Agriculture (Precis. Agric.), 2021
Kun Hu
Zhiyong Wang
Guy R. Y. Coleman
Asher Bender
Tingting Yao
Shan Zeng
Dezhen Song
Arnold Schumann
Michael Walsh
141
49
0
27 Mar 2021
A Survey of Orthogonal Moments for Image Representation: Theory,
  Implementation, and Evaluation
A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and EvaluationACM Computing Surveys (CSUR), 2021
Shuren Qi
Yushu Zhang
Chao Wang
Jiantao Zhou
Xiaochun Cao
398
69
0
27 Mar 2021
Sent2Matrix: Folding Character Sequences in Serpentine Manifolds for
  Two-Dimensional Sentence
Sent2Matrix: Folding Character Sequences in Serpentine Manifolds for Two-Dimensional Sentence
Hongyang Gao
Lu Dong
Xuan Zhang
Shuiwang Ji
108
1
0
15 Mar 2021
A Deep Learning approach to Reduced Order Modelling of Parameter
  Dependent Partial Differential Equations
A Deep Learning approach to Reduced Order Modelling of Parameter Dependent Partial Differential EquationsMathematics of Computation (Math. Comp.), 2021
N. R. Franco
Andrea Manzoni
P. Zunino
233
58
0
10 Mar 2021
3D-QCNet -- A Pipeline for Automated Artifact Detection in Diffusion MRI
  images
3D-QCNet -- A Pipeline for Automated Artifact Detection in Diffusion MRI images
Adnan Ahmad
D. Parker
Zahra Riahi Samani
R. Verma
MedIm
131
14
0
09 Mar 2021
A Deep and Wide Neural Network-based Model for Rajasthan Summer Monsoon
  Rainfall (RSMR) Prediction
A Deep and Wide Neural Network-based Model for Rajasthan Summer Monsoon Rainfall (RSMR) Prediction
Vikas Bajpai
Anukriti Bansal
54
4
0
03 Mar 2021
A Survey of Deep Learning Techniques for Weed Detection from Images
A Survey of Deep Learning Techniques for Weed Detection from ImagesComputers and Electronics in Agriculture (Comput. Electron. Agric.), 2021
A. S. M. Mahmudul Hasan
Ferdous Sohel
D. Diepeveen
Hamid Laga
Michael G. K. Jones
173
370
0
02 Mar 2021
Learning Purified Feature Representations from Task-irrelevant Labels
Learning Purified Feature Representations from Task-irrelevant LabelsIEEE International Joint Conference on Neural Network (IJCNN), 2021
Hai-Tao Zheng
Chen Wang
Yongqian Li
Haitao Zheng
Ning Ding
119
3
0
22 Feb 2021
Enhancing efficiency of object recognition in different categorization
  levels by reinforcement learning in modular spiking neural networks
Enhancing efficiency of object recognition in different categorization levels by reinforcement learning in modular spiking neural networks
Fatemeh Sharifizadeh
M. Ganjtabesh
A. Nowzari-Dalini
96
1
0
10 Feb 2021
CorrDetector: A Framework for Structural Corrosion Detection from Drone
  Images using Ensemble Deep Learning
CorrDetector: A Framework for Structural Corrosion Detection from Drone Images using Ensemble Deep LearningExpert systems with applications (ESWA), 2021
A. Forkan
Yong-Bin Kang
Prem Prakash Jayaraman
Kewen Liao
Rohit Kaul
G. Morgan
R. Ranjan
Samir Sinha
55
87
0
09 Feb 2021
Autonomous Navigation in Dynamic Environments: Deep Learning-Based
  Approach
Autonomous Navigation in Dynamic Environments: Deep Learning-Based Approach
Omar Mohamed
Z. Mohsen
Mohamed Wageeh
Mohamed Hegazy
111
4
0
03 Feb 2021
Convolutional Neural Network-Based Age Estimation Using B-Mode
  Ultrasound Tongue Image
Convolutional Neural Network-Based Age Estimation Using B-Mode Ultrasound Tongue Image
Kele Xu
Tamás Gábor Csapó
Ming Feng
77
0
0
27 Jan 2021
Deep Learning for Scene Classification: A Survey
Deep Learning for Scene Classification: A Survey
Delu Zeng
Minyu Liao
M. Tavakolian
Yulan Guo
Bolei Zhou
D. Hu
M. Pietikäinen
Tianpeng Liu
VLM
399
34
0
26 Jan 2021
AQuA: Analytical Quality Assessment for Optimizing Video Analytics
  Systems
AQuA: Analytical Quality Assessment for Optimizing Video Analytics SystemsIFIP International Information Security Conference (IFIP SEC), 2021
Sibendu Paul
Utsav Drolia
Y. C. Hu
S. Chakradhar
133
24
0
24 Jan 2021
Improving prediction of the terrestrial water storage anomalies during
  the GRACE and GRACE-FO gap with Bayesian convolutional neural networks
Improving prediction of the terrestrial water storage anomalies during the GRACE and GRACE-FO gap with Bayesian convolutional neural networksJournal of Hydrology (J. Hydrol.), 2021
S. Mo
Yulong Zhong
Xiaoqing Shi
W. Feng
Xin Yin
Jichun Wu
AI4Cl
143
78
0
21 Jan 2021
Hyperspectral Image Classification-Traditional to Deep Models: A Survey
  for Future Prospects
Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future ProspectsIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS), 2021
Muhammad Ahmad
Sidrah Shabbir
Swalpa Kumar Roy
Danfeng Hong
Xin Wu
Jing Yao
A. Khan
Manuel Mazzara
Salvatore Distefano
Jocelyn Chanussot
412
320
0
15 Jan 2021
Video Summarization Using Deep Neural Networks: A Survey
Video Summarization Using Deep Neural Networks: A SurveyProceedings of the IEEE (Proc. IEEE), 2021
Evlampios Apostolidis
E. Adamantidou
Alexandros I. Metsai
Vasileios Mezaris
Ioannis Patras
AI4TS
408
270
0
15 Jan 2021
Convolutional Neural Network with Pruning Method for Handwritten Digit
  Recognition
Convolutional Neural Network with Pruning Method for Handwritten Digit Recognition
Mengyu Chen
61
0
0
15 Jan 2021
Data augmentation and feature selection for automatic model
  recommendation in computational physics
Data augmentation and feature selection for automatic model recommendation in computational physicsMathematical and Computational Applications (MCA), 2021
Thomas Daniel
F. Casenave
N. Akkari
David Ryckelynck
AI4CE
141
12
0
12 Jan 2021
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