Latest Articles for Machine Learning

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

Machine learning improves detection of XSS and CSRF attacks in web applications.

A new method enhances 3D object detection in autonomous vehicles without labeled data.

LEAD improves fighter pilot training by creating adaptive agent behaviors.

New methods improve force control in robots using deep reinforcement learning.

A new model improves 3D object segmentation using past experiences in few-shot learning.

Techniques to identify meaningful signals hidden within noisy data.

Combining neural networks with physics to improve material behavior predictions.

Learn how ChatGPT generates training data to improve machine learning models.

New method improves predictions in drug development using combined data from different domains.

This study examines how language models handle idiomatic expressions.

New techniques enhance instance segmentation models for low-light images.

Exploring the potential of terahertz frequencies in optical computing technologies.

SPECTRA improves evaluation of machine learning models in biology by addressing generalizability challenges.

A novel approach to reduce bias in AI without sensitive labels.

This article examines the behavior of one-pass SGD with growing dimensions.

A new method improves detection and normalization of temporal expressions in English and Spanish.

Evaluating movie ratings with simple models for clearer insights.

This model predicts future data using real-time analysis without extensive historical data.

Researchers improve detection methods for persuasion techniques in news articles using data augmentation.

Learn how key phrase extraction helps manage large amounts of information.

CLIPPINGS improves data linking using deep learning for images and text.

A new method predicts atmospheric seeing at Dome A using machine learning and weather data.

This study examines how different TTS systems improve S2ST model performance.

The Inductive Bias-aided Transformer improves point cloud data analysis significantly.

Explore a novel approach to deducing preferences in complex decision-making scenarios.

A method to enhance variational inference performance and simplify optimization.

A new benchmark aims to improve multimodal dataset quality for better model performance.

JaxPruner simplifies research on sparse neural networks, enhancing performance and flexibility.

Exploring how machine learning is transforming fluid dynamics solutions.

Machine learning techniques are enhancing fluid flow modeling and predictions.

Investigating better learning methods through parameterized PAC learning.

A method for gathering family history from historical documents in Quebec.

Introducing a method to predict human operators' goals in robotic navigation.

Research reveals new ways to manipulate sound using neural networks for music production.

A method to analyze images regardless of their orientation.

This article analyzes POS taggers' effectiveness on Elder Scrolls Fandom texts.

This paper discusses efficient exploration methods in reinforcement learning without prior reward knowledge.

Improving understanding of CNNs through stable semantic concept representations.

FAENet accelerates materials modeling for energy, drug discovery, and sustainability.