A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects

1 April 2020

Fan Liu

Papers citing "A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects"

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Brain Tumor Detection using Convolutional Neural Networks with Skip Connections A. Hamran Marzieh Vaeztourshizi Amirhossein Esmaili Massoud Pedram 22 0 0 14 Jul 2023
Benchmarks and Custom Package for Electrical Load Forecasting Zhixian Wang Qingsong Wen Chaoli Zhang Liang Sun Leandro Von Krannichfeldt Yi Wang AI4TS 18 3 0 14 Jul 2023
Fast Neural Network Inference on FPGAs for Triggering on Long-Lived Particles at Colliders A. Coccaro Francesco Armando Di Bello S. Giagu L. Rambelli Nicola Stocchetti 14 5 0 11 Jul 2023
Designing a Direct Feedback Loop between Humans and Convolutional Neural Networks through Local Explanations Tong Sun Yuyang Gao Shubham Khaladkar Sijia Liu Liang Zhao Younghoon Kim S. Hong AAML FAtt HAI 24 6 0 08 Jul 2023
Multitask Learning for Multiple Recognition Tasks: A Framework for Lower-limb Exoskeleton Robot Applications Joonhyun Kim Seongmin Ha Dongbin Shin Seoyeon Ham Jaepil Jang Wansoo Kim 19 1 0 26 Jun 2023
Solving Large-scale Spatial Problems with Convolutional Neural Networks Damian Owerko Charilaos I. Kanatsoulis Alejandro Ribeiro 14 2 0 14 Jun 2023
SecOComp: A Fast and Secure Simultaneous Compression and Encryption Scheme Nivedita Shrivastava S. Sarangi 13 0 0 12 Jun 2023
A Transfer Learning and Explainable Solution to Detect mpox from Smartphones images M. Campana Marco Colussi Franca Delmastro S. Mascetti Elena Pagani 11 10 0 29 May 2023
ASU-CNN: An Efficient Deep Architecture for Image Classification and Feature Visualizations J. Rahman Faiza Makhdoom D. Lu 11 3 0 28 May 2023
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 35 123 0 27 May 2023
Sliding Window Sum Algorithms for Deep Neural Networks R. Snytsar TPM AI4TS 7 3 0 25 May 2023
ISP meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing Matheus Henrique Marques da Silva Jhessica Victoria Santos da Silva Rodrigo Reis Arrais Wladimir Barroso Guedes de Araújo Neto Leonardo Tadeu Lopes ... Lucas B. Rondon Bruno Melo de Souza Mayara Costa Regazio Rodolfo Coelho Dalapicola C. F. G. Santos SupR VLM 16 3 0 19 May 2023
Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC with 2-to-8b DNN Acceleration and 30%-Boost Adaptive Body Biasing Francesco Conti G. Paulin Angelo Garofalo D. Rossi Alfio Di Mauro Georg Rutishauser G. Ottavi M. Eggiman Hayate Okuhara Luca Benini 9 14 0 15 May 2023
Visual Tuning Bruce X. B. Yu Jianlong Chang Haixin Wang Lin Liu Shijie Wang ... Lingxi Xie Haojie Li Zhouchen Lin Qi Tian Chang Wen Chen VLM 39 37 0 10 May 2023
Fully Automatic Neural Network Reduction for Formal Verification Tobias Ladner Matthias Althoff AAML 21 3 0 03 May 2023
MEDNC: Multi-ensemble deep neural network for COVID-19 diagnosis L. Yang Shuihua Wang Yudong Zhang 16 0 0 25 Apr 2023
Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020-2022 Chen Zhang N. N. Sjarif Roslina Ibrahim AI4TS 17 6 0 21 Apr 2023
Data and Knowledge Co-driving for Cancer Subtype Classification on Multi-Scale Histopathological Slides Bo Yu Hechang Chen Yunke Zhang Lele Cong S. Pang Hongren Zhou Z. Wang Xianling Cong 13 4 0 18 Apr 2023
Class-Incremental Learning of Plant and Disease Detection: Growing Branches with Knowledge Distillation M. Fortin CLL 24 4 0 13 Apr 2023
Quasi Real-Time Autonomous Satellite Detection and Orbit Estimation Jarred Jordan Daniel Posada M. Gillette D. Zuehlke T. Henderson 14 2 0 13 Apr 2023
A new transformation for embedded convolutional neural network approach toward real-time servo motor overload fault-detection Seyed Mohammad Hossein Abedy Nejad M. A. Behzadi A. Taheri 13 0 0 08 Apr 2023
Deepfake Detection with Deep Learning: Convolutional Neural Networks versus Transformers V. Thing 12 12 0 07 Apr 2023
A Survey on Vertical Federated Learning: From a Layered Perspective Liu Yang Di Chai Junxue Zhang Yilun Jin Leye Wang Hao Liu Han Tian Qian Xu Kai Chen FedML 25 27 0 04 Apr 2023
Classification of integers based on residue classes via modern deep learning algorithms Dangwei Wu Jing Yang Mian Umair Ahsan Kai Wang 20 1 0 03 Apr 2023
Q-Learning based system for path planning with unmanned aerial vehicles swarms in obstacle environments Alejandro Puente-Castro Daniel Rivero E. Pedrosa Artur Pereira N. Lau Enrique Fernández-Blanco 11 22 0 30 Mar 2023
Model-agnostic explainable artificial intelligence for object detection in image data M. Moradi Ke Yan David Colwell Matthias Samwald Rhona Asgari AAML 28 7 0 30 Mar 2023
CIFAKE: Image Classification and Explainable Identification of AI-Generated Synthetic Images Jordan J. Bird Ahmad Lotfi DiffM 17 96 0 24 Mar 2023
Sensitive Region-based Metamorphic Testing Framework using Explainable AI Yuma Torikoshi Y. Nishi Juichi Takahashi 14 2 0 14 Mar 2023
Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision Wenxin Jiang Vishnu Banna Naveen Vivek Abhinav Goel Nicholas Synovic George K. Thiruvathukal James C. Davis VLM 21 18 0 13 Mar 2023
SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation for Autonomous Driving Shuai Yuan Shuzhi Yu Hannah Kim Carlo Tomasi 3DPC 19 6 0 10 Mar 2023
Fine-Grained ImageNet Classification in the Wild Maria Lymperaiou Konstantinos Thomas Giorgos Stamou VLM 13 1 0 04 Mar 2023
A Surrogate-Assisted Highly Cooperative Coevolutionary Algorithm for Hyperparameter Optimization in Deep Convolutional Neural Network An Chen Zhigang Ren Muyi Wang Hui Chen Haoxi Leng Shuai Liu 12 2 0 25 Feb 2023
Recent Advancements in Deep Learning Applications and Methods for Autonomous Navigation: A Comprehensive Review Arman Asgharpoor Golroudbari M. Sabour 11 18 0 22 Feb 2023
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge Computing Alireza Furutanpey Philipp Raith Schahram Dustdar 70 7 0 21 Feb 2023
Generalization capabilities of conditional GAN for turbulent flow under changes of geometry Claudia Drygala F. Mare Hanno Gottschalk AI4CE 12 5 0 20 Feb 2023
Fossil Image Identification using Deep Learning Ensembles of Data Augmented Multiviews Chengbin Hou Xinyu Lin Hanhui Huang Sheng Xu Junxuan Fan Yukun Shi Hairong Lv 17 5 0 16 Feb 2023
SCONNA: A Stochastic Computing Based Optical Accelerator for Ultra-Fast, Energy-Efficient Inference of Integer-Quantized CNNs Sairam Sri Vatsavai Venkata Sai Praneeth Karempudi Ishan G. Thakkar S. A. Salehi J. Hastings 21 8 0 14 Feb 2023
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions Binyang Song Ruilin Zhou Faez Ahmed AI4CE 32 38 0 14 Feb 2023
A Comprehensive Survey on Graph Summarization with Graph Neural Networks Nasrin Shabani Jia Wu Amin Beheshti Quan.Z Sheng Jin Foo Venus Haghighi Ambreen Hanif Maryam Shahabikargar GNN AI4TS 21 5 0 13 Feb 2023
Autoselection of the Ensemble of Convolutional Neural Networks with Second-Order Cone Programming Buse Çisil Güldoğuş Abdullah Nazhat Abdullah Muhammad Ammar Ali Süreyya Özögür-Akyüz 11 0 0 12 Feb 2023
End-to-end Semantic Object Detection with Cross-Modal Alignment Silvan Ferreira Allan Martins Ivan S. S. Silva ObjD 11 0 0 10 Feb 2023
Probabilistic Attention based on Gaussian Processes for Deep Multiple Instance Learning Arne Schmidt Pablo Morales-Álvarez Rafael Molina 8 13 0 08 Feb 2023
Extracting the gamma-ray source-count distribution below the Fermi-LAT detection limit with deep learning Aurelio Amerio A. Cuoco N. Fornengo 14 4 0 03 Feb 2023
Improving the Timing Resolution of Positron Emission Tomography Detectors Using Boosted Learning -- A Residual Physics Approach S. Naunheim Y. Kuhl D. Schug V. Schulz F. Mueller OOD 14 10 0 03 Feb 2023
Detecting Reddit Users with Depression Using a Hybrid Neural Network SBERT-CNN Ziyi Chen Ren Yang S. Fu Nansu Zong Hongfang Liu Ming Huang AI4MH 11 14 0 03 Feb 2023
Patch Gradient Descent: Training Neural Networks on Very Large Images D. K. Gupta Gowreesh Mago Arnav Chavan Dilip K. Prasad 14 2 0 31 Jan 2023
CMLCompiler: A Unified Compiler for Classical Machine Learning Xu Wen Wanling Gao An-Dong Li Lei Wang Zihan Jiang Jianfeng Zhan 20 0 0 31 Jan 2023
A Network Science perspective of Graph Convolutional Networks: A survey Mingshan Jia Bogdan Gabrys Katarzyna Musial GNN 14 7 0 12 Jan 2023
Loss-Controlling Calibration for Predictive Models Di Wang Junzhi Shi Pingping Wang Shuo Zhuang Hongyue Li 10 0 0 11 Jan 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad A. Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 30 160 0 09 Jan 2023