A Survey of the Recent Architectures of Deep Convolutional Neural Networks

17 January 2019

Papers citing "A Survey of the Recent Architectures of Deep Convolutional Neural Networks"

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Title
Dynamic Neural Network Architectural and Topological Adaptation and Related Methods -- A Survey Lorenz Kummer AI4CE 40 0 0 28 Jul 2021
Point-Cloud Deep Learning of Porous Media for Permeability Prediction Ali Kashefi T. Mukerji 3DPC AI4CE 17 34 0 18 Jul 2021
Multi-path Convolutional Neural Networks Efficiently Improve Feature Extraction in Continuous Adventitious Lung Sound Detection Fu-Shun Hsu Shang-Ran Huang Chien-Wen Huang Chun-Chieh Chen Yuan-Ren Cheng F. Lai 17 1 0 09 Jul 2021
Malware Classification Using Deep Boosted Learning M. Asam Dr. Saddam Hussain Khan Tauseef Jamal Umme Zahoora Asifullah Khan 11 11 0 08 Jul 2021
P2T: Pyramid Pooling Transformer for Scene Understanding Yu-Huan Wu Yun-Hai Liu Xin Zhan Mingg-Ming Cheng ViT 29 219 0 22 Jun 2021
Audio Attacks and Defenses against AED Systems -- A Practical Study Rodrigo Augusto dos Santos Shirin Nilizadeh AAML 22 2 0 14 Jun 2021
Towards a Privacy-preserving Deep Learning-based Network Intrusion Detection in Data Distribution Services Stanislav Abaimov 14 1 0 12 Jun 2021
BRAIN2DEPTH: Lightweight CNN Model for Classification of Cognitive States from EEG Recordings Pankaja Pandey Krishna P. Miyapuram 13 14 0 12 Jun 2021
Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images Shivam Kalra Mohammed Adnan S. Hemati Taher Dehkharghanian Shahryar Rahnamayan Hamid Tizhoosh 24 12 0 11 Jun 2021
Imperceptible Adversarial Examples for Fake Image Detection Quanyu Liao Yuezun Li Xiaoqiang Guo Bin Kong Yingxin Zhu Jianlei Liu Zhuqing Jiang Qi Song Xi Wu AAML 100 33 0 03 Jun 2021
Evaluating Resilience of Encrypted Traffic Classification Against Adversarial Evasion Attacks Ramy Maarouf Danish Sattar Ashraf Matrawy AAML 12 9 0 30 May 2021
Learn Fine-grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images Guangquan Zhou Juzheng Miao Xin Yang Rui Li En-Ze Huo Wenlong Shi Yuhao Huang Jikuan Qian Chaoyu Chen Dong Ni 43 14 0 19 May 2021
Pervasive AI for IoT applications: A Survey on Resource-efficient Distributed Artificial Intelligence Emna Baccour N. Mhaisen A. Abdellatif A. Erbad Amr M. Mohamed Mounir Hamdi Mohsen Guizani 28 86 0 04 May 2021
Equivalence of Correlation Filter and Convolution Filter in Visual Tracking Shuiwang Li Qijun Zhao Ziliang Feng Li Lu 19 8 0 01 May 2021
A learning gap between neuroscience and reinforcement learning Samuel T. Wauthier Pietro Mazzaglia Ozan Çatal Cedric De Boom Tim Verbelen Bart Dhoedt 14 3 0 22 Apr 2021
Perceptual Loss for Robust Unsupervised Homography Estimation Daniel Koguciuk Elahe Arani Bahram Zonooz 26 28 0 20 Apr 2021
A Novel Interaction-based Methodology Towards Explainable AI with Better Understanding of Pneumonia Chest X-ray Images S. Lo Yiqiao Yin 24 8 0 19 Apr 2021
Application of Computer Vision and Machine Learning for Digitized Herbarium Specimens: A Systematic Literature Review Burhan Rashid Hussein O. A. Malik Wee-Hong Ong Johan Willem Frederik Slik 13 4 0 18 Apr 2021
The Impact of Activation Sparsity on Overfitting in Convolutional Neural Networks Karim Huesmann Luis Garcia Rodriguez Lars Linsen Benjamin Risse 24 3 0 13 Apr 2021
Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation A. Lumini L. Nanni Gianluca Maguolo SSeg 19 3 0 02 Apr 2021
dictNN: A Dictionary-Enhanced CNN Approach for Classifying Hate Speech on Twitter Maximilian Kupi M. Bodnar Nikolas Schmidt Carlos Eduardo Posada 7 4 0 16 Mar 2021
NemaNet: A convolutional neural network model for identification of nematodes soybean crop in brazil A. Abade L. Porto P. Ferreira Flávio de Barros Vidal 11 5 0 05 Mar 2021
Web Table Classification based on Visual Features B. Bühler Heiko Paulheim LMTD 11 1 0 25 Feb 2021
DeepCervix: A Deep Learning-based Framework for the Classification of Cervical Cells Using Hybrid Deep Feature Fusion Techniques M. Rahaman Chen Li Yudong Yao Frank Kulwa Xiangchen Wu Xirong Li Qian Wang 36 188 0 24 Feb 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 313 3,625 0 24 Feb 2021
Domain Adaptation for Medical Image Analysis: A Survey Hao Guan Mingxia Liu OOD 48 529 0 18 Feb 2021
Ensemble Transfer Learning of Elastography and B-mode Breast Ultrasound Images Sampa Misra Seungwan Jeon R. Managuli Seiyon Lee Gyuwon Kim Seungchul Lee R. Barr Chulhong Kim 6 10 0 17 Feb 2021
EPE-NAS: Efficient Performance Estimation Without Training for Neural Architecture Search Vasco Lopes S. Alirezazadeh L. A. Alexandre 12 39 0 16 Feb 2021
Music source separation conditioned on 3D point clouds Francesc Lluís V. Chatziioannou A. Hofmann 3DPC 24 5 0 03 Feb 2021
Detecting Adversarial Examples by Input Transformations, Defense Perturbations, and Voting F. Nesti Alessandro Biondi Giorgio Buttazzo AAML 13 39 0 27 Jan 2021
Deep Learning for Instance Retrieval: A Survey Wei Chen Yu Liu Weiping Wang E. Bakker Theodoros Georgiou Paul Fieguth Li Liu M. Lew VLM 11 145 0 27 Jan 2021
A Review on Deep Learning in UAV Remote Sensing L. Osco J. M. Junior A. P. Ramos L. Jorge S. Fatholahi J. Silva E. Matsubara H. Pistori W. Gonçalves Jonathan Li AI4Cl 39 342 0 22 Jan 2021
A Two-Stage Deep Learning Detection Classifier for the ATLAS Asteroid Survey Amandin Chyba Rabeendran L. Denneau 23 13 0 22 Jan 2021
A Survey on Ensemble Learning under the Era of Deep Learning Yongquan Yang Haijun Lv Ning Chen OOD 67 182 0 21 Jan 2021
Task-driven Self-supervised Bi-channel Networks for Diagnosis of Breast Cancers with Mammography Ronglin Gong Jun Wang Jun Shi 28 0 0 15 Jan 2021
UCNN: A Convolutional Strategy on Unstructured Mesh Mengfei Xu Shufang Song Xuxiang Sun Weiwei Zhang AI4CE 13 3 0 12 Jan 2021
An Unsupervised Learning Method with Convolutional Auto-Encoder for Vessel Trajectory Similarity Computation Maohan Liang R. W. Liu Shichen Li Zhe Xiao Xin Liu Feng Lu 18 85 0 10 Jan 2021
An Artificial Intelligence System for Combined Fruit Detection and Georeferencing, Using RTK-Based Perspective Projection in Drone Imagery Angus Baird Stefano Giani 17 1 0 01 Jan 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Min Zhang OffRL 47 73 0 01 Jan 2021
Real-Time Facial Expression Emoji Masking with Convolutional Neural Networks and Homography Qinchen Wang Sixuan Wu Tingfeng Xia 3DH CVBM 20 1 0 24 Dec 2020
Approximations with deep neural networks in Sobolev time-space Ahmed Abdeljawad Philipp Grohs 21 12 0 23 Dec 2020
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead Maurizio Capra Beatrice Bussolino Alberto Marchisio Guido Masera Maurizio Martina Muhammad Shafique BDL 59 140 0 21 Dec 2020
COVID-19 Detection in Chest X-Ray Images using a New Channel Boosted CNN Dr. Saddam Hussain Khan A. Sohail Asifullah Khan 32 63 0 08 Dec 2020
Model Compression Using Optimal Transport Suhas Lohit Michael J. Jones 23 8 0 07 Dec 2020
A Survey on Deep Learning for Human Mobility Massimiliano Luca Gianni Barlacchi Bruno Lepri Luca Pappalardo HAI 18 207 0 04 Dec 2020
Pyramid Point: A Multi-Level Focusing Network for Revisiting Feature Layers Nina M. Varney V. Asari Quinn Graehling 3DPC 11 15 0 17 Nov 2020
Methods for Pruning Deep Neural Networks S. Vadera Salem Ameen 3DPC 21 122 0 31 Oct 2020
On the Performance of Convolutional Neural Networks under High and Low Frequency Information Roshan Reddy Yedla S. Dubey OOD 33 4 0 30 Oct 2020
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images Pablo Messina Pablo Pino Denis Parra Alvaro Soto Cecilia Besa S. Uribe Marcelo andía C. Tejos Claudia Prieto Daniel Capurro MedIm 36 62 0 20 Oct 2020
Extracting Signals of Higgs Boson From Background Noise Using Deep Neural Networks M. Abbas Asifullah Khan Aqsa Saeed Qureshi Muhammad Waleed Khan 6 5 0 16 Oct 2020