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"

50 / 243 papers shown

Title
Vision-Language Model for Object Detection and Segmentation: A Review and Evaluation Yongchao Feng Yajie Liu Shuai Yang Wenrui Cai Jingyang Zhang ... Jiahui Lv Ziqiang Liu Tengyuan Shi Qingjie Liu Yixuan Wang MLLM VLM 63 1 0 13 Apr 2025
Explainable AI-Driven Detection of Human Monkeypox Using Deep Learning and Vision Transformers: A Comprehensive Analysis Md. Zahid Hossain M. Islam Most. Sharmin Sultana Samu MedIm 17 0 0 03 Apr 2025
Comparative Analysis of Image, Video, and Audio Classifiers for Automated News Video Segmentation Jonathan Attard Dylan Seychell 48 0 0 27 Mar 2025
Triple-Stream Deep Feature Selection with Metaheuristic Optimization and Machine Learning for Multi-Stage Hypertensive Retinopathy Diagnosis Suleyman Burcin Suyun Mustafa Yurdakul Şakir Tasdemir Serkan Bilic 65 0 0 03 Mar 2025
Quantum autoencoders for image classification Hinako Asaoka Kazue Kudo 55 0 0 24 Feb 2025
AIoT-based smart traffic management system Ahmed Mahmoud Elbasha Mohammad M. Abdellatif 50 0 0 04 Feb 2025
Intelligent Icing Detection Model of Wind Turbine Blades Based on SCADA data Wenqian Jiang Junyang Jin 49 5 0 20 Jan 2025
Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation Xianping Ma Ziyao Wang Yin Hu Xiaokang Zhang Man-On Pun 46 0 0 13 Jan 2025
Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification Yucong Meng Zhiwei Yang Yonghong Shi Zhijian Song 82 2 0 14 Dec 2024
Residual Kolmogorov-Arnold Network for Enhanced Deep Learning Ray Congrui Yu Sherry Wu Jiang Gui 44 1 0 07 Oct 2024
HMT-Grasp: A Hybrid Mamba-Transformer Approach for Robot Grasping in Cluttered Environments Songsong Xiong H. Kasaei 43 0 0 04 Oct 2024
DVS: Blood cancer detection using novel CNN-based ensemble approach Md. Taimur Ahad Israt Jahan Payel Bo Song Yan Li 19 1 0 12 Sep 2024
Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization Vage Egiazarian Denis Kuznedelev Anton Voronov Ruslan Svirschevski Michael Goin Daniil Pavlov Dan Alistarh Dmitry Baranchuk MQ 36 0 0 31 Aug 2024
Pixels to Prose: Understanding the art of Image Captioning Hrishikesh Singh Aarti Sharma Millie Pant 3DV VLM 25 0 0 28 Aug 2024
Beyond Over-smoothing: Uncovering the Trainability Challenges in Deep Graph Neural Networks Jie Peng Runlin Lei Zhewei Wei 31 5 0 07 Aug 2024
What comes after transformers? -- A selective survey connecting ideas in deep learning Johannes Schneider AI4CE 37 2 0 01 Aug 2024
BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blurred Knowledge Distillation Zekai Xu Kang You Qinghai Guo Xiang Wang Zhezhi He 33 3 0 12 Jul 2024
Bayesian Entropy Neural Networks for Physics-Aware Prediction R. Rathnakumar Jiayu Huang Hao Yan Yongming Liu 29 2 0 01 Jul 2024
Modeling & Evaluating the Performance of Convolutional Neural Networks for Classifying Steel Surface Defects Nadeem Jabbar Chaudhry M. B. Khan M. J. Iqbal Siddiqui Muhammad Yasir 29 11 0 19 Jun 2024
Fuzzy Convolution Neural Networks for Tabular Data Classification Arun D. Kulkarni 24 1 0 04 Jun 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 82 42 0 23 May 2024
Bayesian and Convolutional Networks for Hierarchical Morphological Classification of Galaxies Jonathan Serrano-Pérez Raquel Díaz-Hernández L. Sucar 19 1 0 03 May 2024
UniRGB-IR: A Unified Framework for Visible-Infrared Semantic Tasks via Adapter Tuning Maoxun Yuan Bo Cui Tianyi Zhao Xingxing Wei Shan Fu Xue Yang Xingxing Wei 46 0 0 26 Apr 2024
Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project Md Abdul Kadir Hasan Md Tusfiqur Alam Pascale Maul H. Profitlich Moritz Wolf Daniel Sonntag VLM MedIm 31 0 0 22 Mar 2024
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond Wei Chen Yuxuan Liang Yuanshao Zhu Yanchuan Chang Kang Luo ... Chao Chen Kai Zheng Yunjun Gao Xiaofang Zhou Yu Zheng 63 22 0 21 Mar 2024
Robustness Verifcation in Neural Networks Adrian Wurm 21 0 0 20 Mar 2024
A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives Simone Alberto Peirone Francesca Pistilli A. Alliegro Giuseppe Averta EgoV 29 4 0 05 Mar 2024
A general approach to enhance the survivability of backdoor attacks by decision path coupling Yufei Zhao Dingji Wang Bihuan Chen Ziqian Chen Xin Peng AAML 26 0 0 05 Mar 2024
Large Convolutional Model Tuning via Filter Subspace Wei Chen Zichen Miao Qiang Qiu 51 3 0 01 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 47 44 0 23 Feb 2024
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges Jiajia Wang Jimmy X. Huang Xinhui Tu Junmei Wang Angela J. Huang Md Tahmid Rahman Laskar Amran Bhuiyan 34 28 0 18 Feb 2024
Exploring the Relationship: Transformative Adaptive Activation Functions in Comparison to Other Activation Functions Vladimír Kunc 24 1 0 14 Feb 2024
Exploring the Synergies of Hybrid CNNs and ViTs Architectures for Computer Vision: A survey Haruna Yunusa Shiyin Qin Abdulrahman Hamman Adama Chukkol Abdulganiyu Abdu Yusuf Isah Bello A. Lawan ViT 40 13 0 05 Feb 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 61 5 0 22 Jan 2024
Self Expanding Convolutional Neural Networks Blaise Appolinary Alex Deaconu Sophia Yang Qingze Li Li 30 0 0 11 Jan 2024
conv_einsum: A Framework for Representation and Fast Evaluation of Multilinear Operations in Convolutional Tensorial Neural Networks Tahseen Rabbani Jiahao Su Xiaoyu Liu David Chan Geoffrey Sangston Furong Huang 34 1 0 07 Jan 2024
CAManim: Animating end-to-end network activation maps Emily Kaczmarek Olivier X. Miguel Alexa C. Bowie R. Ducharme Alysha L. J. Dingwall-Harvey S. Hawken Christine M. Armour Mark C. Walker Kevin Dick HAI 26 1 0 19 Dec 2023
The Landscape of Modern Machine Learning: A Review of Machine, Distributed and Federated Learning Omer Subasi Oceane Bel Joseph Manzano Kevin J. Barker FedML OOD PINN 25 2 0 05 Dec 2023
Acoustic Signal Analysis with Deep Neural Network for Detecting Fault Diagnosis in Industrial Machines Mustafa Yurdakul Şakir Tasdemir AI4CE 20 1 0 02 Dec 2023
Efficient Neural Networks for Tiny Machine Learning: A Comprehensive Review M. Lê Pierre Wolinski Julyan Arbel 34 8 0 20 Nov 2023
Using convolutional neural networks for stereological characterization of 3D hetero-aggregates based on synthetic STEM data Lukas Fuchs Tom Kirstein Christoph Mahr O. Furat Valentin Baric Andreas Rosenauer Lutz Mädler Volker Schmidt 3DV 37 3 0 27 Oct 2023
Enhancing Accuracy-Privacy Trade-off in Differentially Private Split Learning Ngoc Duy Pham K. Phan Naveen Chilamkurti 19 3 0 22 Oct 2023
Toward Flare-Free Images: A Survey Yousef Kotp Marwan Torki 43 3 0 22 Oct 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
Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision P. Singh Jacopo Cirrone OOD SSL 27 2 0 19 Aug 2023
Quantifying Overfitting: Introducing the Overfitting Index Sanad Aburass MQ 22 9 0 16 Aug 2023
Space Debris: Are Deep Learning-based Image Enhancements part of the Solution? M. Jamrozik Vincent Gaudillière M. A. Musallam Djamila Aouada 22 0 0 01 Aug 2023
Performance Evaluation of Swin Vision Transformer Model using Gradient Accumulation Optimization Technique Sanad Aburass O. Dorgham ViT 8 9 0 31 Jul 2023
EdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation Md Abdul Kadir Hasan Md Tusfiqur Alam Daniel Sonntag 32 9 0 20 Jul 2023
Quaternion Convolutional Neural Networks: Current Advances and Future Directions Gerardo Altamirano-Gomez C. Gershenson 20 3 0 17 Jul 2023