Latest Articles for Active Learning

This research explores active learning methods to estimate question difficulty efficiently.

A new method enhances active learning for better machine learning performance.

A new method improves gaze target detection with less labeled data.

Context helps machines recognize objects more effectively.

Exploring effective methods for data gathering in various scientific fields.

Discover strategies to speed up and improve data labeling processes.

FisherMask enhances deep learning models by prioritizing essential data samples.

ALOE helps AI models learn about new data categories efficiently.

Learn to make the most of limited data for language models.

A new method helps machines learn from their mistakes effectively.

LPLgrad improves machine learning by selecting the best data for training.

Scientists use data and simulations to speed up material discovery.

Discover how smart monitoring techniques can save energy and money.

A new method improves efficiency in labeling 3D medical images.

Learn how Causal Effect Estimation and Active Learning improve decision-making.

Learn how to improve the startup of hydroelectric turbines for longer lifespans.

ZEUS enhances reasoning in language models with less human input.

Learn how active learning enhances monitoring efficiency in manufacturing processes.

Combining techniques for better accuracy in predicting mechanical properties of materials.

Machines learn efficiently by selecting the most useful data for training.

Learn how the Neural Window Decoder improves message decoding accuracy.

Discover how active learning helps machines understand human feelings.

MUSEL framework helps robots learn efficiently without wasting resources.

Exploring the challenges of superposition in machine learning with active learning.

New active learning methods improve image labeling efficiency and accuracy.

AI techniques aid in discovering acid-stable materials for clean hydrogen production.

Explore the flexibility of labeling with label distribution learning.

Discover how MAPLE helps machines understand your likes without the hassle.

Discover how model reuse transforms data integration and improves accuracy.

Discover how MMCSAL improves learning efficiency with multimodal data.

Learn how advanced database systems are transforming scientific research.

Learn how clear demonstrations improve robot training success.

ABC3 offers a new way to efficiently understand causal effects.

Learn how scientists address uncertainty in deep learning for better predictions.