Introducing DARE, a method to improve machine learning without forgetting old knowledge.
― 7 min read
Computer Science - Artificial Intelligence
RSSImproving efficiency in linear programming with machine learning techniques.
― 6 min read
New approach enhances decision-making by providing reliable input changes.
― 6 min read
A new dataset assesses LLM performance in solving graph-related challenges.
― 6 min read
TimeAutoDiff offers new solutions for creating realistic synthetic time series data.
― 7 min read
A new method for better understanding events by using multiple documents.
― 6 min read
A new model combines audio and visual data for improved understanding.
― 5 min read
Bounding-box inference enhances decision-making in model-based reinforcement learning.
― 7 min read
Experts from the US and China discuss AI safety and security.
― 6 min read
Exploring the role of synthetic data in enhancing healthcare AI systems.
― 9 min read
New methods enhance drone navigation and safety in complex environments.
― 5 min read
NovoBench provides a structured framework for evaluating peptide sequencing methods.
― 7 min read
A new framework tackles shifting job seeker preferences and improves recommendation accuracy.
― 6 min read
A look at concept drift and unsupervised detection methods.
― 8 min read
AI transforms how scientists tackle complex research challenges.
― 6 min read
A new benchmarking suite improves compiler autotuning efficiency and effectiveness.
― 8 min read
Exploring new methods in graph learning without labeled data.
― 5 min read
MIGU enhances continuous learning in language models without needing old data.
― 7 min read
This study focuses on improving detection of deepfake audio using advanced methods.
― 5 min read
A fresh approach to AI combines language models with symbolic programs for better interpretability.
― 8 min read
New dataset assesses LLMs' ability for complex logical reasoning tasks.
― 6 min read
New method enhances DNN training efficiency and reduces memory use.
― 6 min read
Innovative approaches improve distance calculations in unpredictable environments.
― 6 min read
A new method tackles hidden threats in large language models.
― 6 min read
A new approach uses machine learning to predict tensor properties of crystalline materials accurately.
― 8 min read
Discover how MRRs enhance efficiency in reservoir computing tasks.
― 7 min read
A look at how AI models interpret human choices and the need for improvement.
― 6 min read
This article reviews tokenization issues and proposes solutions for bias reduction.
― 6 min read
This research focuses on improving methods for removing unwanted information from language models.
― 4 min read
LoTA offers a smarter approach to adapting language models for multiple tasks.
― 6 min read
Adam-mini reduces memory usage for training large language models while maintaining performance.
― 6 min read
M2Lingual dataset improves instruction-following capabilities across various languages.
― 5 min read
A new method enhances how language models align with human values.
― 6 min read
This paper explores fairness and stability in machine learning models affected by their predictions.
― 8 min read
Learn best practices for developing AI models responsibly and effectively.
― 5 min read
A new method improves learning adaptability in complex environments.
― 5 min read
This method enhances transparency in determining document authorship.
― 6 min read
A study on enhancing audio segmentation by integrating speaker embeddings.
― 5 min read
Examining the role of explainable AI in addressing bias.
― 6 min read
An analysis of language models and their role in healthcare.
― 6 min read