Using sound analysis and machine learning to improve AVF monitoring.
― 5 min read
Computer Science - Machine Learning
RSSA look into ConvResNeXt's classification abilities and design efficiency.
― 5 min read
A detailed look at driver gaze estimation methods and their impact on safety.
― 6 min read
An overview of Neural Architecture Search and its role in deep learning.
― 6 min read
This study evaluates how well LLMs recognize and relate geometric shapes.
― 6 min read
Introducing CongestEXP, an algorithm improving player decisions in shared resource scenarios.
― 5 min read
Combining reinforcement learning and Branch-and-Bound for better optimization solutions.
― 6 min read
Discover ways to make reinforcement learning methods faster and more efficient.
― 7 min read
A fresh approach to predicting COVID-19 dynamics using advanced modeling techniques.
― 6 min read
FedInit improves device collaboration in federated learning by addressing client drift.
― 7 min read
A framework to assess and improve data quality for better model performance.
― 7 min read
New methods improve privacy in data analysis using Kernel Density Estimation.
― 5 min read
This study examines the role of ML in enhancing metal additive manufacturing processes.
― 6 min read
Innovative methods for analyzing tissue samples improve cancer detection accuracy.
― 6 min read
Combining satellite data improves understanding of cloud types and their impact on weather.
― 5 min read
Exploring the effects of synthetic data on generative models and their outputs.
― 6 min read
A new framework improves decentralized learning for dynamic data environments.
― 6 min read
This study presents a method for creating synthetic data through diffusion models in physics.
― 5 min read
A pioneering technique combines deep learning and physics for faster imaging.
― 6 min read
Examining how neural networks can recall training data and the privacy risks involved.
― 6 min read
Shapley Sets provides improved insights into feature interactions in model predictions.
― 6 min read
Ghanaian farmers use AI technology to combat cashew crop diseases.
― 6 min read
Researchers use machine learning to better predict protein mutations and their effects.
― 5 min read
Examining how risk-sensitive methods improve decision-making in reinforcement learning.
― 7 min read
A new method enhances training efficiency for networks on low-resource devices.
― 5 min read
New algorithms improve the restoration of hyperspectral images with missing data.
― 5 min read
SageFormer improves multivariate time series predictions by capturing series relationships.
― 6 min read
Discover how few-shot learning improves OCT image clarity by reducing speckle noise.
― 6 min read
Introducing a new defense mechanism against membership inference attacks in machine learning models.
― 6 min read
ProtoAD combines prototypes with deep learning for clearer anomaly detection in time series data.
― 6 min read
Seq2Peak enhances predictions for peak-hour demand across various industries.
― 5 min read
New methods aim to enhance communication in diverse teams by clarifying context.
― 6 min read
A framework that improves ad combinations for higher user engagement.
― 5 min read
Examining how symmetries enhance machine learning models for better data analysis.
― 6 min read
A new method speeds up data labeling and model training.
― 7 min read
Study highlights soil microbes' role in predicting plant health and productivity.
― 6 min read
A new method enhances variable selection for complex datasets in two-view tasks.
― 6 min read
Researchers enhance drug-target binding predictions with multimodal knowledge graphs.
― 6 min read
This article discusses enhancing decision tree explanations for fairer outcomes.
― 6 min read
A new method improves learning from uneven datasets in offline reinforcement learning.
― 5 min read