专题:Advanced Neural Network Applications

This cluster of papers focuses on the application of deep learning, particularly convolutional neural networks, in computer vision tasks such as image recognition, object detection, and semantic segmentation. It covers various neural network architectures, model compression techniques, and their applications in fields like autonomous driving.
最新文献
Toward intelligent pavement maintenance: A transferable deep learning framework for cross-domain crack segmentation and UAV-based field inspection

article Full Text OpenAlex

LEGNet: A Lightweight Edge-Gaussian Network for Low-Quality Remote Sensing Image Object Detection

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BRAU-Net++: U-Shaped Hybrid CNN-Transformer Network for Medical Image Segmentation

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Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook

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LESFuse: A lightweight dual-domain collaborative framework for high-fidelity visible-infrared image fusion

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Fault Detection in Predictive Maintenance of Industry 4.0 using a Lightweight Hybrid model in the FL System

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A visual-textual mutual guidance fusion network for remote sensing visual question answering

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BRISC: Annotated Dataset for Brain Tumor Segmentation and Classification

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MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification

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Alzheimer’s disease brain image segmentation using multi-feature fusion in 3D Rényi entropy model and quantum hybrid optimization

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近5年高被引文献
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

preprint Full Text OpenAlex 15691 FWCI0

YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors

article Full Text OpenAlex 10692 FWCI1209.2941

Segment Anything

article Full Text OpenAlex 8698 FWCI999.907

A ConvNet for the 2020s

article Full Text OpenAlex 6818 FWCI365.1997

Swin-Unet: Unet-Like Pure Transformer for Medical Image Segmentation

book-chapter Full Text OpenAlex 3432 FWCI1319.453

YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

book-chapter Full Text OpenAlex 3272 FWCI1245.3302

DETRs Beat YOLOs on Real-time Object Detection

article Full Text OpenAlex 3081 FWCI703.1341

Object Detection in 20 Years: A Survey

article Full Text OpenAlex 2781 FWCI298.7303

UNETR: Transformers for 3D Medical Image Segmentation

article Full Text OpenAlex 2745 FWCI544.6899

1D convolutional neural networks and applications: A survey

article Full Text OpenAlex 2577 FWCI220.7682