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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Fully-fused Multi-Layer Perceptrons on Intel Data Center GPUs Kai Yuan Christoph Bauinger Xiangyi Zhang Pascal Baehr Matthias Kirchhart Darius Dabert Adrien Tousnakhoff Pierre Boudier Michael Paulitsch 27 2 0 26 Mar 2024
Wildfire danger prediction optimization with transfer learning Spiros Maggioros Nikos Tsalkitzis 21 2 0 19 Mar 2024
State space representations of the Roesser type for convolutional layers Patricia Pauli Dennis Gramlich Frank Allgöwer 20 2 0 18 Mar 2024
SeisFusion: Constrained Diffusion Model with Input Guidance for 3D Seismic Data Interpolation and Reconstruction Shuang Wang Fei Deng Peifan Jiang Zishan Gong Xiaolin K. Wei Yuqing Wang DiffM 27 4 0 18 Mar 2024
Towards In-Vehicle Multi-Task Facial Attribute Recognition: Investigating Synthetic Data and Vision Foundation Models Esmaeil Seraj Walter Talamonti 27 0 0 10 Mar 2024
Hybrid Quantum-inspired Resnet and Densenet for Pattern Recognition with Completeness Analysis Andi Chen Hua‐Lei Yin Zeng-Bing Chen Shengjun Wu 24 0 0 09 Mar 2024
Efficient CNN-LSTM based Parameter Estimation of Levy Driven Stochastic Differential Equations Shuaiyu Li Yang Ruan Changzhou Long Yuzhong Cheng AI4TS 19 0 0 07 Mar 2024
A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives Simone Alberto Peirone Francesca Pistilli A. Alliegro Giuseppe Averta EgoV 27 4 0 05 Mar 2024
$Uniform $\mathcal{C}^k$ Approximation of $G$-Invariant and Antisymmetric Functions, Embedding Dimensions, and Polynomial Representations$ Uniform $\mathcal{C}^k$ Approximation of $G$ -Invariant and Antisymmetric Functions, Embedding Dimensions, and Polynomial Representations Soumya Ganguly Khoa Tran Rahul Sarkar 31 0 0 02 Mar 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends Abolfazl Younesi Mohsen Ansari Mohammadamin Fazli A. Ejlali Muhammad Shafique Joerg Henkel 3DV 38 43 0 23 Feb 2024
Generalising realisability in statistical learning theory under epistemic uncertainty Fabio Cuzzolin CML 27 0 0 22 Feb 2024
Random forests for detecting weak signals and extracting physical information: a case study of magnetic navigation Mohammadamin Moradi Zheng-Meng Zhai Aaron Nielsen Ying-Cheng Lai 22 7 0 21 Feb 2024
Bias correction of wind power forecasts with SCADA data and continuous learning Stefan Jonas Kevin Winter B. Brodbeck Angela Meyer 21 0 0 21 Feb 2024
A Literature Review of Literature Reviews in Pattern Analysis and Machine Intelligence Penghai Zhao Xin Zhang Ming-Ming Cheng Jian Yang Xiang Li 29 1 0 20 Feb 2024
Spectral Norm of Convolutional Layers with Circular and Zero Paddings Blaise Delattre Quentin Barthélemy Alexandre Allauzen 19 2 0 31 Jan 2024
A Medical Data-Effective Learning Benchmark for Highly Efficient Pre-training of Foundation Models Wenxuan Yang Weimin Tan Yuqi Sun Bo Yan 13 1 0 31 Jan 2024
Deep-Learning Channel Estimation for IRS-Assisted Integrated Sensing and Communication System Yu Liu Ibrahim Al-Nahhal O. Dobre Fanggang Wang 11 30 0 29 Jan 2024
Deep-Learning-Based Channel Estimation for IRS-Assisted ISAC System Yu Liu Ibrahim Al-Nahhal O. Dobre Fanggang Wang 11 12 0 29 Jan 2024
ProtAgents: Protein discovery via large language model multi-agent collaborations combining physics and machine learning Alireza Ghafarollahi Markus J. Buehler LLMAG AI4CE 13 22 0 27 Jan 2024
OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning Chu Myaet Thwal Minh N. H. Nguyen Ye Lin Tun Seongjin Kim My T. Thai Choong Seon Hong 49 5 0 22 Jan 2024
Selecting Subsets of Source Data for Transfer Learning with Applications in Metal Additive Manufacturing Yifan Tang M. Rahmani Dehaghani Pouyan Sajadi G. G. Wang 17 11 0 16 Jan 2024
Radio Map Estimation -- An Open Dataset with Directive Transmitter Antennas and Initial Experiments Fabian Jaensch Giuseppe Caire Begum Demir 22 3 0 12 Jan 2024
Investigating YOLO Models Towards Outdoor Obstacle Detection For Visually Impaired People Chenhao He Pramit Saha 14 3 0 10 Dec 2023
Vision-based Learning for Drones: A Survey Jiaping Xiao Rangya Zhang Yuhang Zhang Mir Feroskhan 19 3 0 08 Dec 2023
Data Generation for Post-OCR correction of Cyrillic handwriting Evgenii Davydkin Aleksandr Markelov Egor Iuldashev Anton Dudkin I. Krivorotov 37 3 0 27 Nov 2023
Adapter is All You Need for Tuning Visual Tasks Dongshuo Yin Leiyi Hu Bin Li Youqun Zhang 16 15 0 25 Nov 2023
Pair-wise Layer Attention with Spatial Masking for Video Prediction Ping Li Chenhan Zhang Zheng Yang Xianghua Xu Mingli Song 13 0 0 19 Nov 2023
RDE: A Hybrid Policy Framework for Multi-Agent Path Finding Problem Jianqi Gao Yanjie Li Xiaoqing Yang Mingshan Tan 10 4 0 03 Nov 2023
Multi-Operational Mathematical Derivations in Latent Space Marco Valentino Jordan Meadows Lan Zhang André Freitas 16 5 0 02 Nov 2023
Optimizing accuracy and diversity: a multi-task approach to forecast combinations Giovanni Felici A. M. Sudoso 11 0 0 31 Oct 2023
Toward Flare-Free Images: A Survey Yousef Kotp Marwan Torki 30 3 0 22 Oct 2023
COVIDFakeExplainer: An Explainable Machine Learning based Web Application for Detecting COVID-19 Fake News Dylan Warman Muhammad Ashad Kabir 15 1 0 21 Oct 2023
ALPHA: Attention-based Long-horizon Pathfinding in Highly-structured Areas Chengyang He Tianze Yang Tanishq Duhan Yutong Wang Guillaume Sartoretti AI4CE 24 5 0 12 Oct 2023
Distilling Efficient Vision Transformers from CNNs for Semantic Segmentation Xueye Zheng Yunhao Luo Pengyuan Zhou Lin Wang 19 12 0 11 Oct 2023
Accelerating Machine Learning Primitives on Commodity Hardware R. Snytsar 13 0 0 08 Oct 2023
1D-CapsNet-LSTM: A Deep Learning-Based Model for Multi-Step Stock Index Forecasting Cheng Zhang N. N. Sjarif Roslina Ibrahim AIFin AI4TS 15 6 0 03 Oct 2023
Improving Facade Parsing with Vision Transformers and Line Integration Bowen Wang Jiaxing Zhang Ran Zhang Yunqin Li Liangzhi Li Yuta Nakashima ViT 15 17 0 27 Sep 2023
Domain-Guided Conditional Diffusion Model for Unsupervised Domain Adaptation Yulong Zhang Shu Han Chen Weisen Jiang Yu Zhang Jiangang Lu James T. Kwok DiffM 44 5 0 23 Sep 2023
Stability Analysis of Non-Linear Classifiers using Gene Regulatory Neural Network for Biological AI A. Ratwatte Samitha S. Somathilaka Sasitharan Balasubramaniam A. Gilad 9 0 0 14 Sep 2023
TiBGL: Template-induced Brain Graph Learning for Functional Neuroimaging Analysis Xiangzhu Meng Wei Wei Qiang Liu Shu Wu Liang Wang 14 0 0 14 Sep 2023
Circle Feature Graphormer: Can Circle Features Stimulate Graph Transformer? Jingsong Lv Hongyang Chen Yao Qi Lei Yu 8 0 0 11 Sep 2023
Short-Term Load Forecasting Using A Particle-Swarm Optimized Multi-Head Attention-Augmented CNN-LSTM Network P. K. Quansah Edwin Kwesi Ansah Tenkorang AI4TS 17 0 0 07 Sep 2023
Object Size-Driven Design of Convolutional Neural Networks: Virtual Axle Detection based on Raw Data Henik Riedel Robert Steven Lorenzen Clemens Hubler 29 1 0 04 Sep 2023
Quantifying Overfitting: Introducing the Overfitting Index Sanad Aburass MQ 14 9 0 16 Aug 2023
Audio is all in one: speech-driven gesture synthetics using WavLM pre-trained model Fan Zhang Naye Ji Fuxing Gao Siyuan Zhao Zhaohan Wang Shunman Li 24 0 0 11 Aug 2023
Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples Peng Li Yeye He Cong Yan Yue Wang Surajit Chauduri LMTD 14 15 0 27 Jul 2023
EnTri: Ensemble Learning with Tri-level Representations for Explainable Scene Recognition Amirhossein Aminimehr Amir Molaei Erik Cambria 23 1 0 23 Jul 2023
Transferability of Convolutional Neural Networks in Stationary Learning Tasks Damian Owerko Charilaos I. Kanatsoulis Jennifer Bondarchuk Donald J. Bucci Alejandro Ribeiro BDL 13 0 0 21 Jul 2023
Quaternion Convolutional Neural Networks: Current Advances and Future Directions Gerardo Altamirano-Gomez C. Gershenson 18 3 0 17 Jul 2023
Political Sentiment Analysis of Persian Tweets Using CNN-LSTM Model Mohammad Dehghani Zahra Yazdanparast 14 2 0 15 Jul 2023