New model aims to enhance traffic safety through accurate accident predictions.
― 6 min read
Computer Science - Machine Learning
RSSA new method improves decision-making under constraints in reinforcement learning.
― 6 min read
MIPS offers a new way to create programs from neural networks.
― 6 min read
A new method improves text generation speed and quality in large language models.
― 6 min read
An innovative method to speed up large language model processing for multiple users.
― 5 min read
NITO offers a faster, adaptable method for optimizing material distribution in engineering designs.
― 7 min read
This study improves GNN performance through effective graph explanations.
― 7 min read
Simulated Overparameterization enhances model training while maintaining efficiency.
― 5 min read
A look into learning from group responses while ensuring data privacy.
― 6 min read
Moco uses machine learning to enhance combinatorial optimization problem solutions.
― 6 min read
Examining generative models for synthetic gene expression data while ensuring patient privacy.
― 6 min read
Robots improve data collection efficiency with dynamic path planning in unknown environments.
― 6 min read
A fresh approach to ensure AI systems are reliable and safe.
― 6 min read
Combining causal knowledge with reinforcement learning improves AI decision-making.
― 6 min read
A method enhances image quality by tackling demosaicing and denoising together.
― 5 min read
CodeIt enhances AI models' performance on complex reasoning tasks.
― 6 min read
A new method aids in understanding AI reward systems through counterfactual analysis.
― 7 min read
Online stochastic optimization helps navigate uncertainty in decision-making.
― 6 min read
This study highlights improvements in geometric models, focusing on expressiveness and completeness.
― 5 min read
BOWLL sets a new standard for adaptive learning systems.
― 6 min read
Using Vision-Language Models to enhance robot feedback and learning efficiency.
― 8 min read
Exploring new methods for creating effective design layouts.
― 5 min read
RC-GNN enhances GNN interpretability and predictive accuracy through innovative methods.
― 5 min read
A deep dive into decentralized federated learning's key aspects and challenges.
― 6 min read
LPT enhances machine decision-making by emphasizing planning over immediate rewards.
― 7 min read
Using chatbots to address patient information needs during cataract surgeries.
― 8 min read
Study highlights issues affecting fairness in AI explanations across different groups.
― 8 min read
This study explores methods to improve classifier performance on imbalanced datasets.
― 4 min read
A study examines the fragile safety mechanisms in language models and proposes improvements.
― 5 min read
Introducing ApiQ for improved fine-tuning and quantization of large language models.
― 6 min read
Addressing diversity gaps in RCTs to improve health outcomes for all.
― 5 min read
New method enhances reliability of model predictions in real-world applications.
― 6 min read
A novel system allows learners to request tailored language exercises.
― 7 min read
A new approach to integrate diverse cultural insights into language models.
― 7 min read
A look into how we assess the quality of forecasts.
― 5 min read
A new approach to enhance model performance in limited data scenarios.
― 5 min read
Exploring how Differential Privacy protects personal data while providing valuable insights.
― 7 min read
Machine learning improves efficiency and accuracy in managing carbon dioxide storage projects.
― 6 min read
Introducing CAP to improve fairness and efficiency in machine learning models.
― 6 min read
The CHEESE framework effectively identifies cheating behaviors during online exams.
― 4 min read