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
ELA: efficient location attention for deep convolution neural networks

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Toward Efficient UAV-Based Small Object Detection: A Lightweight Network with Enhanced Feature Fusion

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YOLOv11 optimization for efficient resource utilization

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Unsupervised Pre-training with Language-Vision Prompts for Low-Data Instance Segmentation

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NeXtBrain: Combining local and global feature learning for brain tumor classification

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LocalMamba: Visual State Space Model with Windowed Selective Scan

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MobileUNETR: A Lightweight End-to-End Hybrid Vision Transformer For Efficient Medical Image Segmentation

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Benchmarking Deep Learning Models on NVIDIA Jetson Nano for Real-Time Systems: An Empirical Investigation

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DAU-YOLO: A Lightweight and Effective Method for Small Object Detection in UAV Images

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Brain tumor diagnosis redefined: Leveraging image fusion for MRI enhancement classification

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近5年高被引文献
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

article Full Text OpenAlex 19908 FWCI981.481

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

article Full Text OpenAlex 7393 FWCI1305.402

Review of deep learning: concepts, CNN architectures, challenges, applications, future directions

article Full Text OpenAlex 5332 FWCI435.279

Masked Autoencoders Are Scalable Vision Learners

article Full Text OpenAlex 4564 FWCI595.996

A ConvNet for the 2020s

article Full Text OpenAlex 4132 FWCI343.371

Coordinate Attention for Efficient Mobile Network Design

article Full Text OpenAlex 4082 FWCI199.532

Segment Anything

article Full Text OpenAlex 3793 FWCI682.919

Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions

article Full Text OpenAlex 3300 FWCI169.023

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

review Full Text OpenAlex 3184 FWCI56.594

Emerging Properties in Self-Supervised Vision Transformers

article Full Text OpenAlex 3139 FWCI267.255