A new model reduces overconfidence in predictions, ensuring safer applications.
― 5 min read
Computer Science - Machine Learning
RSSExamining how annotator backgrounds shape data quality in NLP tasks.
― 4 min read
ParticleWNN offers a new approach to enhance solutions for complex PDEs using deep learning.
― 5 min read
TrojLLM creates hidden prompts to manipulate large language model outputs.
― 4 min read
A new framework improves heart failure risk identification and patient care.
― 7 min read
Using 3D point clouds improves robot interaction and learning efficiency significantly.
― 6 min read
A new method speeds up database queries using machine learning techniques.
― 6 min read
A new approach emphasizes the importance of relationships in tabular data analysis.
― 5 min read
A new method combines physics and machine learning for better indoor robot navigation.
― 7 min read
A new method certifies neural networks' predictions under various image changes.
― 5 min read
New methods enhance encryption efficiency for machine learning applications.
― 4 min read
Enhancing model performance using semi-supervised strategies in machine learning.
― 5 min read
Examining how to keep explanations consistent as ML models adapt.
― 7 min read
Enhancing predictive maintenance through better fault detection with calibration methods.
― 5 min read
Face0 quickly generates images based on text and specific faces.
― 5 min read
New method enhances speed and accuracy in analyzing neural activities.
― 6 min read
Discover how teleportation can improve optimization and generalization in machine learning.
― 5 min read
A fresh approach to improve mixture proportion estimation accuracy.
― 5 min read
Introducing FairLTR-RC to enhance fairness in ranking systems without heavy retraining.
― 7 min read
A new method that turns hand-drawn designs into detailed 3D models.
― 5 min read
A new method enhances semi-supervised community detection by focusing on node similarity.
― 5 min read
Tiny devices could change how we monitor health inside the bloodstream.
― 5 min read
An automatic method to identify and fix neural network errors efficiently.
― 5 min read
Discover a method to control image generation through internal model signals.
― 7 min read
Researchers improve predictions of chaotic systems using diffusion models.
― 8 min read
A new approach tackles challenges in knowledge graphs, focusing on accuracy and reliability.
― 6 min read
LEDO enhances data quality for better opinion-based question answering.
― 6 min read
New statistical methods improve understanding of relationships among multiple factors.
― 6 min read
New methods improve model flexibility and performance in audio tasks.
― 4 min read
SID enhances the search for conservation laws in various scientific fields.
― 5 min read
This study explores navigation strategies in a simulated Morris Water Maze environment.
― 10 min read
A study on how location details improve travel mode identification.
― 6 min read
A new approach enhances MRI segmentation for better medical outcomes.
― 5 min read
Study reveals how quadrupeds switch gaits to maintain balance and efficiency.
― 6 min read
A new benchmark toolkit aids in designing nanophotonic devices using AI and ML.
― 6 min read
Examining how manipulation affects the interpretation of deep neural networks.
― 6 min read
Learn how triclustering helps uncover patterns in complex tensor data.
― 5 min read
Ind-KNN enhances private predictions while safeguarding individual privacy in data-driven applications.
― 5 min read
Introducing an efficient method for transferring machine learning knowledge across environments.
― 8 min read
A new hybrid method improves mutual information estimation by combining generative and discriminative techniques.
― 6 min read