Latest Articles for Machine Learning

Krony-PT shrinks language models while maintaining high performance for wider access.

New techniques improve how machines recognize and interpret video scenes.

A fresh method to improve predictions in imbalanced datasets using group learning.

Discover how neural networks enhance nonlinear optimization across various fields.

Discover how copulas reveal complex relationships between random variables.

EDformer improves time series forecasting with superior accuracy and explainability.

A fresh approach to image analysis is transforming how computers see and interpret photos.

LoRA transforms artistic style adaptation into a simple process.

Financial shocks can greatly influence the economy, affecting inflation and employment.

Explore how AlphaZero's learning relates to Zipf's law and game strategies.

Advancements in robot training are making them more adaptable and capable.

Discover the vital role of attention heads in large language models.

Learn how small decision trees improve data classification and decision-making.

Discover techniques for balancing privacy and fairness in machine learning models.

A new approach to machine learning that enhances adaptability across multiple tasks.

New methods improve how AI describes images using language models.

BarcodeMamba revolutionizes species identification using DNA barcodes with impressive accuracy.

Learn how Mixture-of-Experts enhances retrieval models for better performance.

New methods improve functional data analysis by embracing flexibility and complexity.

Exploring how AI stores and uses knowledge for decision-making.

Researchers use machine learning to analyze superconductors and tackle bilayer splitting.

An overview of Bangla QA systems and their development journey.

Discover how HiGDA helps machines recognize images better despite challenges.

New techniques are boosting neural network training efficiency and memory management.

A new framework helps language models express uncertainty and improve their honesty.

Discover the benefits of SGD-SaI in machine learning training.

Reinforcement learning enhances autonomous management of increasing spacecraft in orbit.

Research reveals ways to boost neural networks' defenses in communication systems.

The WMT challenge showcases advances in literary machine translation across three language pairs.

NEST helps autonomous vehicles predict movement, enhancing road safety and efficiency.

A new method enhances video predictions, improving efficiency and versatility for various applications.

A new approach enhances collaboration in Federated Learning while preserving data privacy.

Combining CNNs and attention methods for better image classification performance.

A new method improves data adaptation between different sources.

Scientists use generative modeling to understand protein shapes and functions.

A new method enhances how computers interpret text using event-based learning.

Learn how data preprocessing affects predictions in machine learning.

This report addresses the impact of noisy labels on machine learning models.

A fresh approach to enhance instruction-following in language models.

GCBMs enhance AI interpretability, making machine decisions clearer and more understandable.