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
LocalMamba: Visual State Space Model with Windowed Selective Scan

book-chapter Full Text OpenAlex

DASSF: Dynamic-Attention Scale-Sequence Fusion for Aerial Object Detection

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Monocular 3D Lane Detection for Autonomous Driving: Recent Achievements, Challenges, and Outlooks

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Research on object detection and recognition in remote sensing images based on YOLOv11

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Vivim: a Video Vision Mamba for Ultrasound Video Segmentation

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SkipcrossNets: Adaptive Skip-Cross Fusion for Road Detection

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Dp-M3D: Monocular 3D Object Detection Algorithm with Depth Perception Capability

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RemDet: Rethinking Efficient Model Design for UAV Object Detection

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Hyperrectangle Embedding for Debiased 3D Scene Graph Prediction From RGB Sequences

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Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training

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

article Full Text OpenAlex 19049 FWCI981.359

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

article Full Text OpenAlex 7005 FWCI1325.684

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

article Full Text OpenAlex 5016 FWCI433.858

Masked Autoencoders Are Scalable Vision Learners

article Full Text OpenAlex 4279 FWCI595.095

Coordinate Attention for Efficient Mobile Network Design

article Full Text OpenAlex 3809 FWCI198.866

A ConvNet for the 2020s

article Full Text OpenAlex 3790 FWCI335.653

Segment Anything

article Full Text OpenAlex 3477 FWCI674.474

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

article Full Text OpenAlex 3187 FWCI168.936

Emerging Properties in Self-Supervised Vision Transformers

article Full Text OpenAlex 3053 FWCI267.241

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

review Full Text OpenAlex 2912 FWCI56.607