Integrating human knowledge into AI models for better decision-making.
― 6 min read
Computer Science - Machine Learning
RSSShapeLinker optimizes linker design for better drug efficacy using machine learning.
― 5 min read
A new method enhances image retrieval evaluation by reducing category influences.
― 6 min read
Examining how randomness impacts machine learning vulnerabilities and the need for better standards.
― 8 min read
A new method enhances node label prediction using task affinities for improved performance.
― 5 min read
A new method speeds up MRI scans while maintaining image quality.
― 6 min read
This article discusses using language models to enhance predictions for tabular data.
― 7 min read
A novel method improves agent training in complex environments using intermediate targets.
― 6 min read
This article discusses how gradient approximations improve deep learning model training.
― 4 min read
A look at techniques to speed up Graph Neural Networks in complex datasets.
― 7 min read
Research explores using known drugs for new COVID-19 treatment options.
― 6 min read
New SAM++ framework improves accuracy in identifying anatomical structures in medical scans.
― 6 min read
LLMs showcase potential to advance chemistry and materials science through innovative projects.
― 8 min read
A new method enhances predictions of nuclear properties using machine learning.
― 5 min read
RANS-PINN combines machine learning and physics for faster turbulent flow predictions.
― 5 min read
A new G-CNN improves 3D medical image analysis and accuracy.
― 5 min read
A new dataset enhances air quality research with reliable data and high sensor coverage.
― 6 min read
Semantic trajectories enhance our grasp of movement patterns with contextual insights.
― 7 min read
A look at decentralized deep learning approaches that prioritize data privacy.
― 6 min read
ReCoV helps identify and remove noisy labels to boost model performance.
― 6 min read
Enhancing design efficiency through collaborative optimization methods.
― 4 min read
A new method improves detection of known and unknown objects.
― 7 min read
Research reveals hidden risks within machine learning models through steganography.
― 5 min read
The ELM neuron model simplifies understanding complex brain functions with fewer parameters.
― 5 min read
A novel approach enhances customer lifetime value predictions for better business decisions.
― 6 min read
Learn how medical imaging aids in disease diagnosis and treatment.
― 6 min read
FLOWER addresses few-shot learning and catastrophic forgetting in machine learning models.
― 7 min read
TensorNet improves molecular predictions using efficient tensor representations.
― 6 min read
A new framework enhances the training of graph convolutional networks through adaptive clustering.
― 5 min read
A new method improves speech act recognition in Bengali using audio and text analysis.
― 5 min read
Explore how outliers affect k-means clustering and methods for evaluation.
― 7 min read
A new model adapts to heterophily in graphs, improving performance and accuracy.
― 7 min read
New method combines machine learning with turbulence modeling for improved simulations.
― 7 min read
Examining challenges and strategies to enhance model defenses against adversarial attacks.
― 5 min read
Exploring how language aids in inferring goals in social scenarios.
― 6 min read
New method enhances e-commerce recommendations by understanding customer shopping intentions.
― 6 min read
A new method uses neural networks to solve PDEs efficiently while preserving physical laws.
― 6 min read
Exploring the challenges and strategies in multi-agent learning systems.
― 7 min read
A study on learning methods for broadcast protocols in complex systems.
― 7 min read
This study enhances visual question answering techniques for better remote sensing image analysis.
― 4 min read