This article discusses the use of machine learning in traffic management.
― 5 min read
Computer Science - Machine Learning
RSSDiscover how robust machine learning models handle varying data sources for better predictions.
― 7 min read
AI improves decision-making through self-explanations and feedback loops.
― 7 min read
Examining the effectiveness of self-supervised learning methods for detecting anomalies in tabular data.
― 7 min read
A new method improves AI's ability to learn continuously without forgetting.
― 5 min read
SHAPNN enhances predictions and explanations in tabular data analysis using deep learning.
― 6 min read
New quantum method improves image classification accuracy in neural networks.
― 5 min read
A new method improves how streaming services recommend films based on genres.
― 5 min read
This study examines Tensor Basis Neural Networks for modeling material behavior under stress.
― 7 min read
This article examines the link between deep learning and renormalization group methods using the Ising model.
― 7 min read
O-1 improves speech recognition by optimizing self-training methods.
― 5 min read
New datasets enhance negation understanding in legal texts for improved NLP models.
― 6 min read
A method to optimize privacy settings for better data protection and utility.
― 6 min read
A new method enhances ASR performance through text data integration.
― 6 min read
Research uncovers ways to interpret complex neural models using sparse autoencoders.
― 8 min read
This work explores interchangeability of MLP layers and attention heads in transformers.
― 5 min read
A new method accelerates particle physics simulations using super-resolution techniques.
― 6 min read
A new method allows language models to learn addition skills independently.
― 4 min read
A framework to ensure user privacy in GNNs while maintaining accuracy.
― 5 min read
A new system improves fairness in ventilator distribution during emergencies.
― 4 min read
A method called HINT protects machine learning from harmful data attacks.
― 7 min read
A method for accurate data estimation using device collaboration.
― 7 min read
This article investigates how parameter sparsity affects AI model performance and efficiency.
― 5 min read
Discover how new techniques are transforming sound event detection for various applications.
― 6 min read
A look at how factors influence one another over time.
― 5 min read
Research reveals how stance labels can promote diverse search results.
― 5 min read
New method generates balanced datasets for unbiased facial recognition technology.
― 6 min read
BETULA enhances hierarchical clustering, making it faster and more efficient.
― 5 min read
A method to improve continual learning in machine learning through streaming data.
― 6 min read
This article discusses using diffusion models with discrete data through the probability simplex.
― 5 min read
Using machine learning to forecast employee job changes for better HR planning.
― 4 min read
Introducing COPS, a method for efficient deep learning model training with less data.
― 5 min read
A new method for accurate pitch detection in music and sound.
― 5 min read
A look at challenges in Federated Learning from data reconstruction attacks.
― 6 min read
Machines learn from experts to adapt to unpredictable environments.
― 6 min read
A framework to enhance privacy in recommendation systems while ensuring accurate suggestions.
― 8 min read
The Radon-Kolmogorov-Smirnov test enhances two-sample testing in statistics using neural networks.
― 5 min read
A new method enhances the efficiency and flexibility of large language models.
― 5 min read
This study reviews methods for improving predictive maintenance with sensor data analysis.
― 5 min read
Research explores machine learning techniques to study soft material behaviors.
― 7 min read