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

book-chapter Full Text OpenAlex

Enhancing brain tumor diagnosis: an optimized CNN hyperparameter model for improved accuracy and reliability

article Full Text OpenAlex

DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs

book-chapter Full Text OpenAlex

Explainable ensemble deep learning-based model for brain tumor detection and classification

article Full Text OpenAlex

Evaluation of impact of image augmentation techniques on two tasks: Window detection and window states detection

article Full Text OpenAlex

ClassWise-SAM-Adapter: Parameter-Efficient Fine-Tuning Adapts Segment Anything to SAR Domain for Semantic Segmentation

article Full Text OpenAlex

A survey of small object detection based on deep learning in aerial images

article Full Text OpenAlex

YOLOv11 optimization for efficient resource utilization

article Full Text OpenAlex

An object detection algorithm based on infrared-visible dual modal feature fusion

article Full Text OpenAlex

CFAR-DP-FW: A CFAR-Guided Dual-Polarization Fusion Framework for Large-Scene SAR Ship Detection

article Full Text OpenAlex

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

article Full Text OpenAlex 25813 FWCI1151.17162172

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

preprint Full Text OpenAlex 15635 FWCI0

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

article Full Text OpenAlex 9475 FWCI1692.305563

Segment Anything

article Full Text OpenAlex 6703 FWCI1219.36984706

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

article Full Text OpenAlex 6563 FWCI482.37372128

A ConvNet for the 2020s

article Full Text OpenAlex 5683 FWCI392.2404136

Coordinate Attention for Efficient Mobile Network Design

article Full Text OpenAlex 4986 FWCI368.60344118

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

article Full Text OpenAlex 4221 FWCI202.57782679

Emerging Properties in Self-Supervised Vision Transformers

article Full Text OpenAlex 4220 FWCI365.40672601

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

review Full Text OpenAlex 4083 FWCI270.06386345