Latest Articles for Convolutional Neural Networks

ADPT improves tracking animal behavior using advanced technologies.

New methods improve efficiency of computer vision models for mobile devices.

A machine learning approach enhances detection of defects in biological tissues.

Study explores methods to predict low blood glucose events in diabetes patients.

Researchers employ CNNs to identify particle hotspots in Cosmic Microwave Background.

Explore how invertible convolution enhances image processing capabilities.

A study on deep learning models for better imaging in cervical cancer care.

Parameter-Free Channel Attention improves image classification and super-resolution efficiency.

A new method improves the analysis of mitochondria in electron microscopy images.

A new model enhances image classification performance using attention mechanisms.

New AI methods enhance wind speed accuracy during rain for SAR data.

An app that detects carrot diseases and provides treatment options.

A new method improves kidney stone diagnosis with clear explanations.

Examining Capsule Networks' strengths against traditional CNNs in robust image processing.

A new method improves image demosaicing performance with smaller models.

Machine learning techniques enhance precision in laser pulse parameter estimation for attoscience.

A novel method for improved medical image segmentation using 3D scale-equivariant networks.

SigSegment aims to improve road safety by detecting driver distractions in real-time.

A new method forecasts battery life using early cycle data to improve reliability.

PARFormer improves pedestrian recognition using transformer networks for better accuracy.

This study enhances electron microscopy images using deep learning techniques.

A study examining the trustworthiness of visual explanations in neural networks.

NTIRE 2023 Challenge showcases progress in enhancing Light Field images.

A new method enhances CNN performance while reducing resource needs.

Automating academic transcript data extraction for faster and accurate grade entry.

Introducing a framework to simplify DL and HPC kernel development for various CPU systems.

A new activation function improves neural network performance using Bayesian methods.

A new method enhances vehicle detection accuracy in challenging conditions using deep learning.

Improving understanding of CNNs through stable semantic concept representations.

A new model improves route optimization for the Traveling Salesman Problem using deep learning techniques.

Using advanced algorithms to predict cosmological parameters from dark matter data.

A new method improves detection of smart home devices in challenging indoor spaces.

New AI techniques improve image clarity in challenging conditions.

Exploring how neural networks can improve quantum computing performance prediction.

A method to enhance model performance in tissue image analysis.

New method enhances face detection accuracy in challenging scenarios.

New methods improve heart imaging quality while reducing radiation exposure.

A study on improving photo orientation detection through advanced neural networks.

This study presents a simple neural network for enhancing low-light images inspired by the human retina.

A look at architectured ceramics that excel in heat and stress tolerance.