Latest Articles for Deep Learning

This article discusses a hybrid system for machines to solve math problems efficiently.

WAM aims to predict wildfire impacts for better resource allocation and management.

This article examines how deep learning predicts financial volatility across various assets.

Learn how NILM helps households track and reduce energy consumption.

A groundbreaking dataset and method improve speaker detection in comics.

LDMRes-Net offers a lightweight method for accurate retinal image segmentation.

A new method creates realistic 3D models from single images.

A new model improves predictions for carbon dioxide migration in geological formations.

T-GAN enhances THz communication through accurate channel modeling.

New algorithms improve the restoration of hyperspectral images with missing data.

An overview of deep learning, its importance, challenges, and future prospects.

RADiff generates synthetic radio images to enhance astronomical datasets.

This study uses deep learning to find non-trivial zeros of Fokker-Planck operators.

Researchers use deep learning to improve detection of gravitational waves in astronomy.

SEPT improves wireless transmission of 3D point clouds using deep learning.

M UNet improves early detection of polyps to combat colorectal cancer.

A new model improves sepsis diagnosis using advanced technologies.

A look into modern methods for enhancing low-resolution images.

Automation tools improve efficiency in organoid research and labeling processes.

New methods improve understanding of drug binding and effectiveness.

Mol-GDL enhances molecular predictions by integrating covalent and non-covalent interactions.

A look at LNet-SKD's role in improving network security.

A new approach significantly improves the quality of underwater images.

A new method reduces labeling effort in video classification using active learning techniques.

A new framework to improve deep learning models for time series data.

Research on improving handwriting recognition models for diverse writing styles.

New technology may change how we assess biological age in patients.

A new method improves tissue imaging by estimating sound speed using deep learning.

This research uses deep learning to find weak solutions to the Navier-Stokes equations.

A new method combines ground data and remote sensing for better forest biomass predictions.

A look at deep learning models used for predicting stock price trends.

A new method combines traditional and deep learning for efficient sound imaging.

New methods improve realism in audio technologies using physics-informed techniques.

New methods enhance lane detection accuracy for self-driving cars.

Combining diverse data types improves predictions for ICU patient survival rates.

New methods enhance TCR design for effective cancer treatment.

This article examines the security risks of Non-intrusive Load Monitoring systems.

A look at how deep learning models work in understanding brain activity.

This study discusses a method for better diagnosing gastrointestinal diseases using machine learning.

A new model improves lesion detection and age estimation in stroke patients.