SelfExtend offers a new approach to enhance LLMs' long text processing.
― 5 min read
Computer Science - Machine Learning
RSSA method for creating applications that balance energy use and performance.
― 9 min read
New methods help farmers optimize fertilizer management amid climate variability.
― 7 min read
A new model for better interaction predictions in user-item networks.
― 5 min read
A new automated system improves accuracy in fetal measurements during ultrasound.
― 6 min read
A new method for creating targeted adversarial examples efficiently and effectively.
― 7 min read
A new method combines deep learning and ELA to enhance optimization analysis.
― 6 min read
Discover the benefits of Bayesian Neural Networks in making informed predictions.
― 5 min read
A look into online decision-making and its practical applications.
― 4 min read
Introducing a flexible approach for machines to learn multiple tasks without forgetting.
― 6 min read
Proper data separation enhances lung cancer detection accuracy using deep learning.
― 6 min read
Semantic communication enhances information sharing by focusing on meaning, improving efficiency.
― 5 min read
Exploring hybrid neural fields for efficient 3D scene representation.
― 4 min read
GLIDE-RL enhances AI's ability to follow natural language instructions through a multi-agent framework.
― 6 min read
A clear strategy for automating and managing smart homes with multiple rules.
― 7 min read
This study introduces a fresh approach to offline optimization using generative models.
― 5 min read
A new machine learning approach improves design optimization in engineering and science.
― 7 min read
A new method enhances positive sample generation in self-supervised learning.
― 7 min read
A new framework enhances visual reasoning using language models as controllers.
― 5 min read
New approach enhances generative models' ability to create realistic images.
― 7 min read
This study evaluates methods for identifying leaks in water distribution networks.
― 7 min read
A new method uses self-supervised learning for improved financial transaction analysis.
― 4 min read
A new approach enhances adaptive learning through improved strategy prediction.
― 6 min read
A new algorithm supports long-term fairness in machine learning decision-making.
― 8 min read
Advances in microscopy reveal how cells communicate and adapt in their environment.
― 6 min read
A new method improves dimension estimation for complex high-dimensional data.
― 7 min read
Exploring the role of foundation models in improving healthcare outcomes.
― 5 min read
Combining foundational and specialized models boosts AI capabilities efficiently.
― 5 min read
This study examines the factors affecting learning curves in Kernel Ridge Regression.
― 6 min read
Investigating machine learning vulnerabilities in detecting hardware Trojans in ICs.
― 9 min read
Exploring the role of hypercomplex-valued neural networks in modern applications.
― 5 min read
Data-driven methods help forecast COVID-19 trends for better public health decisions.
― 5 min read
A new approach enhances feature learning in variational autoencoders.
― 5 min read
A novel approach provides clear explanations for graph classifications.
― 4 min read
t-DGR offers a new approach to continual learning, improving task retention and performance.
― 6 min read
A novel model effectively integrates 2D and 3D image processing.
― 6 min read
A new framework enhances SNNs for better efficiency and performance.
― 5 min read
A new system improves GNN performance on large graph datasets.
― 5 min read
Exploring quantum kernels' potential in enhancing machine learning techniques.
― 6 min read
Combining genetic and mobility data may improve opioid use disorder predictions.
― 7 min read