KAT improves deep learning by using advanced KANs to replace MLPs.
― 5 min read
Computer Science - Machine Learning
RSSA new technique cuts memory needs for large language models while keeping performance.
― 5 min read
A new method enhances job scheduling efficiency using past data.
― 6 min read
A new method enhances efficiency in processing long inputs for language models.
― 5 min read
Causal language models show promise in solving Sudoku and Zebra puzzles.
― 4 min read
A new model reveals insights into positive and negative relationships in networks.
― 6 min read
A new method enhances data privacy in machine learning through personalized approaches.
― 5 min read
A new method enhances temperature selection for efficient statistical sampling.
― 6 min read
An innovative approach improves material discovery for technology and healthcare.
― 6 min read
ReflectDiffu improves chatbot interactions by better understanding emotions.
― 5 min read
A new first-order variant of MAML enhances efficiency in meta-learning tasks.
― 5 min read
This study enhances medical image classification accuracy using synthetic data.
― 5 min read
A new method combines AI and quantum chemistry to solve complex equations efficiently.
― 5 min read
A new framework combines machine learning and PDEs for efficient scientific modeling.
― 5 min read
A new method combines statistical techniques and machine learning for better wave height forecasts.
― 6 min read
A new method improving speech recognition while ensuring data privacy.
― 5 min read
Examining how case-mix affects prediction model performance in healthcare.
― 5 min read
A new method merges physics and machine learning to address complex mathematical equations.
― 6 min read
This article highlights a study on ML predicting surface roughness in milling processes.
― 5 min read
This article discusses dataset distillation and its importance in various fields.
― 7 min read
This article discusses ways to enhance safety in RL using language models.
― 5 min read
A look into how IRL enhances language model performance and diversity.
― 8 min read
Research reveals new findings on the toxicity of PFAS and their health effects.
― 6 min read
New techniques enhance robotic skills from simulations to real-world tasks.
― 5 min read
This paper explores how bootstrap methods enhance stability and robustness in SGD models.
― 5 min read
A study on instance and batch incremental learning methods for delayed labels in fraud detection.
― 5 min read
A new system predicts naturalness scores for synthetic speech using innovative methods.
― 5 min read
This study explores using Transfer Learning for effective quality control in CFRP tape laying.
― 5 min read
A new method for improving data comparison using optimal transport.
― 5 min read
Introducing a unique neural network to handle complex-valued data effectively.
― 5 min read
A new method enhances anomaly detection by using synthetic examples.
― 6 min read
A new benchmark aims to improve uncertainty assessment in language models.
― 5 min read
FreeMark enables watermarking of deep learning models without affecting performance.
― 5 min read
SHIRE enhances robot learning speed by integrating human intuition with reinforcement learning.
― 6 min read
A new approach enhances reliability in training language models through robust feedback systems.
― 5 min read
A new method improves model reasoning through structured programming traces.
― 8 min read
An overview of optimal sampling methods in least-squares approximation.
― 7 min read
A new framework improves motion prediction for self-driving cars, enhancing safety and efficiency.
― 6 min read
Introducing GRIN, a new model for depth estimation using sparse data.
― 7 min read
A new method enhances sample selection in semi-supervised learning.
― 4 min read