Latest Articles for Data Augmentation

AI systems enhance diagnosis accuracy in analyzing chest X-rays.

Learn how data augmentation enhances AI model performance by expanding data variety.

A new parser improves the clarity of clinical notes through structured representations.

RobustMVS improves 3D reconstruction by enhancing model generalization.

A new system improves defect detection in photovoltaic modules using AI.

Enhancing fairness in AI by involving domain experts in data generation.

A new method enhances fact-checking accuracy and clarity.

Addressing data augmentation issues for better performance in Vision Transformers.

This article discusses label propagation's role in enhancing image classification accuracy.

A new toolbox improves LiDAR segmentation for safer self-driving cars.

A new method enhances forecasting by generating data dynamically during training.

Exploring the blend of privacy-focused learning and data generation techniques.

TSER enhances forecasting accuracy by generating synthetic samples for underrepresented time series.

Introducing a novel method for improved depth estimation using unlabeled data.

SADA enhances training stability in visual reinforcement learning with advanced data augmentation techniques.

Generative Trajectory Augmentation improves decision-making in offline RL.

A new method improves model accuracy with simple adjustments.

AnyFit offers realistic virtual try-ons with its innovative features and technology.

A novel approach enhances classification accuracy by reducing background reliance.

New techniques enhance voice reconstruction in challenging settings using limited data.

A new method enhances event data through innovative augmentation techniques.

A new method addresses fairness in machine learning classification tasks.

A new method enhances fault detection using multivariate time series data.

A new method improves data augmentation for laparoscopic surgery images.

This article discusses performance of style-based qGANs on different quantum computers.

ABEX uses Abstract-and-Expand to enhance training data for natural language understanding tasks.

Advances in automatic lymph node segmentation enhance cancer treatment accuracy.

A look at the importance of culture in Natural Language Processing advancements.

A new method for effective word and sentence representations in natural language processing.

Researchers improve AI techniques for faster, cost-effective custom skull implants.

This article evaluates data augmentation methods for task-oriented dialog systems to improve performance.

This study uses transformer models to find strong gravitational lenses in astronomical data.

New methods improve image datasets while ensuring privacy and performance.

A new method enhances speaker verification accuracy in challenging radio environments.

Introducing a fast and efficient system for retrieving CAD parts using graph neural networks.

This article explores issues in explaining deep learning models for grain disease detection.

Streamlined approaches to self-supervised learning enhance performance and accessibility.

A new framework improves the detection of brain lesions using synthetic images.

A new model enhances smoke detection using satellite images in challenging conditions.

A new method boosts accuracy in identifying plant stress using automated data augmentation.