This research explores gain scheduling and neural operators for better control of nonlinear PDEs.
― 6 min read
Computer Science - Artificial Intelligence
RSSA new method improves data generation, reconstruction, and representation in machine learning.
― 5 min read
AutoRobust uses reinforcement learning to strengthen malware detection systems against adversarial tactics.
― 6 min read
Examining how different layouts affect views on hate speech.
― 5 min read
Introducing an innovative method for generating diverse and realistic graphs.
― 5 min read
Innovative approaches to improve data handling in biomedical research.
― 7 min read
FlaKat offers a machine learning solution to identify and categorize flaky tests.
― 7 min read
Examining how online discussions influence health behavior during the COVID-19 pandemic.
― 5 min read
New algorithms tackle challenges in adversarial MDPs without needing prior loss knowledge.
― 7 min read
A study ranks the programming capabilities of various large language models.
― 8 min read
New dataset enhances how models depict spatial relations in generated images.
― 6 min read
This study explores cluster-based methods for better image generation.
― 5 min read
A study on classifying UAVs using machine learning and time-series data.
― 6 min read
New method enhances classification of X-ray sources in the universe.
― 6 min read
This innovative technique streamlines image editing for various users.
― 6 min read
A new method improves machine learning by combining logical rules with deep learning.
― 5 min read
A method to connect neural networks with symbolic reasoning for better performance.
― 4 min read
A new method enhances model focus on important features during image classification.
― 6 min read
A look into how temporal knowledge graphs represent information over time.
― 6 min read
This article explores a method to stabilize generative models using synthetic data.
― 5 min read
DeepTraderX utilizes deep learning to improve trading strategies in financial markets.
― 10 min read
A new system identifies student actions in classroom videos with high efficiency.
― 5 min read
SceneCraft creates 3D scenes from text, making design easier and more efficient.
― 3 min read
New approach improves testing for visual grounding models using combined text and image analysis.
― 6 min read
A new method enhances active learning efficiency in machine learning.
― 4 min read
A new system uses AI to help reduce excessive smartphone usage.
― 5 min read
This study investigates how well LLMs can generate architectural decisions.
― 6 min read
DyCE optimizes deep learning models for devices with limited resources.
― 7 min read
DNABERT-S improves DNA analysis with innovative embedding methods.
― 6 min read
A new model examines the impact of discrimination on poverty and wealth inequality.
― 7 min read
This method emphasizes state changes for better task planning in videos.
― 6 min read
New datasets improve depth estimation models for various environments.
― 5 min read
ReMatch improves schema matching by utilizing retrieval-enhanced language models for better accuracy.
― 6 min read
Introducing Directional Graph Attention Network for improved node learning in complex graphs.
― 6 min read
A novel approach to graph domain adaptation without needing labeled data.
― 6 min read
A new framework enhances graph pre-training by selecting and weighing tasks effectively.
― 7 min read
A novel approach for improving cellular reprogramming strategies using deep reinforcement learning.
― 6 min read
This article discusses using LLMs to enhance adult literacy education and prediction accuracy.
― 5 min read
Exploring how AI transforms trading decision-making in financial markets.
― 7 min read
This study investigates ergonomic furniture for improved comfort in computer labs.
― 3 min read