A novel method improving uncertainty estimation in AI models for edge devices.
― 7 min read
Computer Science - Machine Learning
RSSLearn how SiD speeds up image creation while maintaining quality.
― 5 min read
New method enhances robot driving safety while learning speed.
― 6 min read
A new framework enhances the performance of language models on limited devices.
― 7 min read
BGDM improves image quality and efficiency in medical imaging techniques.
― 5 min read
Discover how MASAAT enhances investment strategies through multi-agent analysis.
― 7 min read
Modern Hopfield models enhance machine memory and retrieval capabilities.
― 5 min read
A new approach to combine data types for better predictions and interpretability.
― 5 min read
This article discusses the impact of LLMs on chemical research and education.
― 6 min read
A new dataset enhances Lidar data classification for diverse landscapes.
― 5 min read
A new method enhances language models' efficiency without sacrificing quality.
― 5 min read
Strategies to enhance agent communication in multi-hop wireless networks.
― 7 min read
A new technique for dynamic memory allocation improves efficiency in large language models.
― 5 min read
RALL-E enhances text-to-speech synthesis for clearer, more natural speech.
― 5 min read
HEroBM improves accuracy in backmapping coarse-grained molecular simulations.
― 7 min read
Diverse agent ensembles in machine learning face performance challenges, highlighting the curse of diversity.
― 5 min read
This article discusses online learning algorithms for evolving data scenarios.
― 5 min read
This study introduces a new training method for AI in cooperative systems.
― 9 min read
A method to improve model learning despite errors in data labels.
― 6 min read
A new approach helps robots navigate safely in complex environments.
― 5 min read
Discover how machine learning aids scientific discovery across various fields.
― 6 min read
This study dissects how GPT-2 predicts three-letter acronyms.
― 7 min read
New method improves device selection efficiency in federated learning.
― 6 min read
Multicalibration enhances LLM accuracy by refining confidence scores and addressing hallucinations.
― 6 min read
Exploring how repetition enhances continual learning in changing environments.
― 7 min read
Exploring human ability to identify deepfake videos compared to AI detection.
― 6 min read
A new method addresses privacy and fairness in regression models using innovative adjustments.
― 5 min read
New methods improve graph communication and node distinction in GNNs.
― 6 min read
A method to enhance fairness in classification models for sensitive areas.
― 4 min read
Learn how affine functions enhance spiking neural networks for better performance.
― 6 min read
A new measure improves divergence comparisons among multiple probability distributions.
― 6 min read
New techniques improve learning in spiking neural networks while reducing memory needs.
― 6 min read
SINDy-RL improves efficiency and interpretability in control systems using sparse dictionary learning.
― 7 min read
The E2 algorithm enhances request management for large language models.
― 6 min read
A method to improve AI performance while ensuring clear decision-making.
― 6 min read
A new method enhances stability in min-max optimization processes.
― 5 min read
A framework for safer data processing in machine learning.
― 6 min read
A look into online learning algorithms and expert interactions.
― 7 min read
A novel approach enhances design optimization using existing data and learned policies.
― 5 min read
Explore how alterfactual explanations clarify AI decision-making.
― 6 min read