Latest Articles for Machine Learning

A new tool clarifies how graph neural networks make predictions.

A new method for improving decision trees in machine learning.

VIAP offers a solution to fool AI recognition systems from various angles.

Learn how advanced techniques improve image quality in varying lighting conditions.

A new tool improves AI responses to better match human preferences.

Learn how separating uncertainty types aids decision-making in machine learning.

Researchers aim to optimize language models to enhance efficiency and reduce costs.

Learn how computers can recognize objects with limited examples.

Techniques to improve CNN efficiency on resource-limited devices.

Learn how Few-Shot Class-Incremental Learning shapes healthcare innovation.

New models identify synthetic speech and combat misuse of voice technology.

A new approach combines classical methods and quantum concepts for better learning.

Revolutionizing database testing with machine learning and SQL analysis.

Discover how ModernBERT enhances language processing with speed and efficiency.

A look into effective teaching methods for robots.

GAGS revolutionizes how we interpret 3D scenes from 2D images.

Explore how agents learn to make decisions through reinforcement learning.

A fresh approach to understanding emotions through images without the original data.

Combining efficiency and performance, SAFormer redefines neural network capabilities.

This article discusses machine learning's role in predicting urban air quality levels.

Discover how model merging can enhance machine learning efficiency and accuracy.

Integrating machine learning to find new particles in physics research.

Large language models stumble on simple tasks like counting letters, raising questions about their abilities.

A new framework to enhance out-of-distribution data detection.

New methods improve Graph Neural Networks for better insights.

A new method improves electricity price predictions using machine learning techniques.

InCA helps models learn new tasks without forgetting old ones.

Researchers find a promising, low-cost catalyst for hydrogen production.

Learn how Split Federated Learning keeps data safe while training smart models.

Learn how AI models can continuously gain knowledge without forgetting past lessons.

New method improves machine learning for imbalanced image datasets.

Using technology data to forecast student performance before exams.

ML enhances pointing precision at the South Pole Telescope for better cosmic observations.

LocalMAP helps simplify complex datasets into clearer clusters for better analysis.

Researchers enhance AI’s ability to interpret images through better training data.

Learn how MVC enhances image generation and data diversity.

Drones are changing search and rescue with smart object detection technology.

Researchers develop a smart solution for detecting jamming attacks on drones.

CML combines resources to improve machine learning while addressing fairness and transparency.

A new method predicts blockages in mmWave communication for improved connectivity.