Latest Articles for Machine Learning

A new approach to enhance mobile network performance using machine learning.

CCL ensures neural networks maintain accuracy while learning new tasks.

A new framework enhances learning efficiency in reinforcement tasks.

CADE improves audio detection against evolving spoofing threats using continual learning techniques.

A new AI model improves fault detection and quality assessment in manufacturing.

A flexible model architecture that enhances Transformer efficiency and performance.

A new model combines ConvNets and Transformers for improved image classification.

One-Class SVMs streamline exoplanet detection through efficient data processing.

TriQXNet improves accuracy in forecasting geomagnetic storm impacts on technology.

Machine learning enhances quantum control techniques for improved technology applications.

This study focuses on improving real-time translations by synchronizing word order.

Improving mixture models in machine learning for better efficiency and results.

Effective data selection improves performance in large language models.

Multi-Peptide combines data models to enhance peptide behavior predictions.

A new method combines video and IMU data to improve action recognition techniques.

Explore trainability and dequantization in quantum machine learning.

New methods improve bilevel optimization efficiency using first-order information.

CEIA framework enhances understanding between event data and images.

New methods improve breast cancer detection in mammograms, adapting to diverse data.

A new method for teaching robots to walk and manipulate objects.

Research shows VLMs have poor accuracy in simple visual tasks compared to humans.

A new dataset to study label noise in text classification.

Examining methods to protect privacy in deep learning applications using visual information encryption.

A fresh framework uses deep learning for integer programming solutions.

A look at how KGs and LLMs improve AI applications.

This study uses fiwGAN to explore vowel harmony patterns in Assamese language.

A new method enhances machine learning verification through improved attention mechanisms.

A study on using Variational Bayes for spatial models with missing values.

A new approach to detecting concept drift using past data enhances model accuracy.

A new method helps robots find fallen objects using sound.

A new method enhances detection of mislabeled images and text in datasets.

Explore how non-linear transforms enhance data representation and analysis.

New tools aim to improve accuracy in scientific citation attribution.

Researchers simplify methods for processing text and graphs using language models.

A new method to enhance memory efficiency in language models.

A study comparing hierarchical inference and traditional methods in edge devices.

New methods aim to secure machine learning models against backdoor threats.

A new method for efficient data deduplication in federated learning.

A new method enhances data augmentation for better image quality.

This paper presents a novel neural network for improved surface reconstruction from point clouds.