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

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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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Doracamom: Joint 3D Detection and Occupancy Prediction with Multi-view 4D Radars and Cameras for Omnidirectional Perception

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IRT-DETR: a lightweight transformer with ConvNextV2 and Cascaded Group Attention for real-time military aircraft detection in aerial imagery

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MoE-LLaVA : Mixture of Experts for Large Vision-Language Models

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A lightweight framework for robust object detection in adverse weather based on dual-teacher feature alignment

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Multimodal abnormal and dead laying hen detection using transformer-based model

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Turbidity–Similarity Decoupling: Feature-Consistent Mutual Learning for Underwater Salient Object Detection

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SAM2-UNet: segment anything 2 makes strong encoder for natural and medical image segmentation

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PointVLA: Injecting the 3D World Into Vision-Language-Action Models

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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 15638 FWCI0

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

article Full Text OpenAlex 10384 FWCI1242.8708

Segment Anything

article Full Text OpenAlex 7987 FWCI972.1151

A ConvNet for the 2020s

article Full Text OpenAlex 6463 FWCI365.8912

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

book-chapter Full Text OpenAlex 3246 FWCI1297.8209

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

book-chapter Full Text OpenAlex 3042 FWCI1339.7909

DETRs Beat YOLOs on Real-time Object Detection

article Full Text OpenAlex 2755 FWCI701.5377

Object Detection in 20 Years: A Survey

article Full Text OpenAlex 2689 FWCI305.0871

UNETR: Transformers for 3D Medical Image Segmentation

article Full Text OpenAlex 2606 FWCI543.5063

1D convolutional neural networks and applications: A survey

article Full Text OpenAlex 2498 FWCI220.6017