Latest Articles for Active Learning

Creating effective systems for recognizing activities in smart homes adapting to residents' needs.

Exploring the role of active learning in drug discovery through molecular docking.

ATLAS enhances seismic data selection using active learning and representation shifts.

A method to improve data collection for systems that change over time.

A benchmark tool advances active learning strategies in machine learning.

A flexible method enhances model learning by adjusting sample selection based on performance.

Streamlining data labeling with active learning approaches in entity recognition tasks.

Active learning enhances star classification by optimizing data labeling processes.

A new approach enhances dataset compression and model training efficiency.

Exploring efficient methods for patent analysis using automation.

A study on using active learning to enhance DNN surrogates for diffusion equations.

A new approach improves feedback collection for language models, saving time and costs.

A new approach enhances graph neural networks using large language models.

Research shows active learning enhances AI's ability to detect eye diseases in OCTA images.

Research minimizes human labeling in reinforcement learning using concept bottleneck models.

Efficient modeling techniques enhance engineering design processes and reduce costs.

Examining how active learning can improve understanding of moral preferences.

CDALBench offers a reliable testing ground for various Active Learning methods.

A new method enhances example selection for better model learning.

A new framework enhances machine sound detection using active learning techniques.

This article discusses counterfactual data augmentation in active learning for improved model performance.

CLIPNAL enhances active learning by reducing costs and improving sample selection.

Discover how active learning optimizes experiments in biological research.

A new method improves model training using labeled and unlabeled data.

A study shows how AI improves protein yield in cell-free systems.

A look into improving active learning strategies using uncertainty-based methods.

Entity-Superpixel Annotation reduces costs and improves image labeling efficiency.

A framework for lifelong learning using AI to personalize education.

Research focuses on improving accuracy and efficiency in radio signal positioning.

A new approach to find ODEs using active data collection techniques.

A new method enhances active learning in graph-based tasks with limited labeling.

Baidu introduces Mobius, improving ad relevance and revenue generation in search results.

Combining active learning and Bayesian modeling enhances predictions in data-scarce engineering fields.

A new interactive framework improves data labeling efficiency using expert feedback.

A new method enhances node selection for graph domain adaptation.

A new model enhances predictions for complex systems affected by random factors.

A method to enhance simulations using Bayesian ideas and active learning.

A new method speeds up material phase study using active learning.

New methods aim to enhance safety and comfort in autonomous vehicles.

Researchers enhance machine-learning models for better predictions of complex materials.