LLMs improve software performance and efficiency in code optimization.
― 5 min read
Computer Science - Machine Learning
RSSA novel attack method reveals vulnerabilities in face verification technology.
― 6 min read
A new approach to graph embedding enhances data analysis through physical force concepts.
― 6 min read
A new approach enhances engineers' confidence in AI predictions during incidents.
― 6 min read
New model improves speech recognition in noisy environments by focusing on a single speaker.
― 4 min read
This study examines the use of sensors to enhance lifting safety and monitor practices.
― 5 min read
A new framework improves hyperedge prediction accuracy using context-aware aggregation and self-supervised learning.
― 5 min read
Innovative methods aim to improve liver cancer imaging accuracy and efficiency.
― 6 min read
New method improves sensor placement for monitoring resident activities.
― 5 min read
Innovative deep learning models enhance DDoS attack detection and response.
― 6 min read
A novel method enhances accuracy in antibody testing and prevalence estimation.
― 6 min read
New methods aim to protect speech privacy in audio monitoring systems.
― 5 min read
A new method helps robots learn safely in uncertain environments.
― 4 min read
New methods aim to improve inclusivity in AI-generated images.
― 6 min read
PAVI enhances data analysis efficiency in complex models with innovative techniques.
― 6 min read
A new method to improve understanding of deep learning models.
― 5 min read
A novel approach to solving differential equations using neural networks and orthogonal polynomials.
― 4 min read
New methods improve efficiency and performance in neural networks using Mixture of Experts.
― 7 min read
This study examines sample complexity in learning DDAGs and their connections over time.
― 8 min read
AI tools help individuals choose career paths for maximizing future income.
― 7 min read
This study shows how LSTM networks can fill gaps in GRACE data.
― 6 min read
A look into gradient descent methods and their significance in machine learning.
― 4 min read
Learn key practices to enhance the training of physics-informed neural networks.
― 5 min read
A method to find hidden structures in permutation groups using invariant functions.
― 6 min read
Research explores how agents understand their environment via interaction and action.
― 7 min read
Examining how design decisions affect fairness in automated systems.
― 7 min read
A new model improves understanding of code-mixed languages.
― 5 min read
This study examines the impact of unsupervised pre-training on time series tasks.
― 7 min read
Exploring innovative approaches to enhance robotic pathfinding in complex environments.
― 7 min read
Examining the trade-off between fine-tuning and preserving general abilities in AI models.
― 5 min read
Study analyzes fine-tuning methods for language models to retain knowledge across languages.
― 6 min read
A method to remove toxic behaviors in language models while maintaining performance.
― 5 min read
Introducing the Balance score for improved model evaluation in competitive gaming.
― 5 min read
Using advanced models to forecast droughts more accurately for better agricultural planning.
― 6 min read
Research shows how LLMs can enhance privacy while maintaining language model effectiveness.
― 6 min read
A new method improves graphics processing for real-time applications.
― 5 min read
This study examines the issues in moving ML libraries across different hardware types.
― 6 min read
New methods improve model training while protecting user data privacy.
― 6 min read
A new GNN approach improves accuracy by reducing over-smoothing.
― 4 min read
Innovative techniques enhance efficiency in aerospace engineering design processes.
― 4 min read