A new network design can reduce costs in training large language models while maintaining performance.
― 4 min read
Computer Science - Artificial Intelligence
RSSNew framework empowers robots to seek human guidance in unclear instructions.
― 5 min read
Learn how to create controllers for managing complex timeline-based game environments.
― 6 min read
A new AI tool streamlines data extraction from unstructured healthcare records efficiently.
― 4 min read
Research focuses on improving information processing in safety-critical autonomous systems.
― 6 min read
A study on improving model explanations to prevent incorrect medical diagnoses.
― 5 min read
MARS framework optimizes deep neural networks on multi-accelerator systems.
― 5 min read
A new method improves fMRI data analysis for neurological conditions.
― 5 min read
This article highlights the role of reasoning in identifying biases within language models.
― 5 min read
Exploring how item removal affects recommendations in sequential systems.
― 6 min read
FAIRMetaText enhances metadata quality for effective data use in research.
― 6 min read
WebAgent simplifies internet tasks using natural language instructions and advanced models.
― 5 min read
Combining neural networks and symbolic reasoning to enhance AI in cybersecurity.
― 5 min read
A new model enhances shopping experiences through category-focused suggestions.
― 7 min read
Exploring how AI can support penetration testers in finding system vulnerabilities.
― 5 min read
Learn how counterfactual explanations enhance decision-making in reinforcement learning agents.
― 6 min read
A technique using transparent displays confuses camera recognition systems.
― 6 min read
Learn how LLMs transform text analysis in social sciences.
― 7 min read
A method using examples to guide agents in decision-making.
― 7 min read
A new framework enhances fairness in algorithms using uncertain demographic information.
― 5 min read
A new method improves both accuracy and robustness in deep learning models.
― 6 min read
Explore how GNNs improve variable mapping for program comparison and repair.
― 3 min read
A look at how one-step methods and critic regularization enhance RL performance.
― 7 min read
RBE combines rules and deep learning for effective hate speech detection.
― 6 min read
A new method improves fairness in participatory budgeting by promoting dialogue among voters.
― 6 min read
Exploring AI's role in managing complex 6G network demands.
― 5 min read
A new framework for Liquid Democracy that considers time in voting decisions.
― 8 min read
Opti-mile enhances public transit access in New Delhi, reducing travel distance and improving user experience.
― 7 min read
This study focuses on enhancing GNNs to overcome challenges from biased training data.
― 6 min read
A new method improves tracking accuracy and object representation in video segmentation.
― 5 min read
A new approach improves detection across various tasks using a single model.
― 6 min read
New methods improve accuracy in medical report generation using knowledge graphs and smart training.
― 5 min read
Investigating fairness in ML systems considering multiple protected attributes.
― 6 min read
FedDRL enhances federated learning by focusing on model quality and security.
― 7 min read
This study compares methods for handling high-cardinality categorical variables in machine learning.
― 5 min read
A method that improves adaptability and efficiency in language models.
― 5 min read
New algorithms enhance video streaming quality and reduce interruptions.
― 5 min read
FreeText offers quick, personalized feedback for open-ended student responses.
― 6 min read
Techniques for improving machine translation through effective data strategies.
― 5 min read
EdgeConvEns improves deep learning while keeping data private and secure.
― 7 min read