Latest Articles for Machine Learning

Discover the potential of TimeFloats for efficient edge learning and energy savings.

Innovative lightweight transducer enhances speech recognition efficiency and accuracy.

A new approach combines variational inference and annealed importance sampling for data analysis.

A study on Graphair's effectiveness in fair graph representations and link prediction.

New methods improve reinforcement learning resilience against adversarial input.

Learn how similarity can enhance machine learning in control systems.

Combining SAM and MLLMs for better object localization in images.

This study uses machine learning to predict acid mine drainage in mining areas.

Discover how Federated Learning keeps data private while enabling collaboration in IIoT.

Introducing a method to identify outliers in categorical datasets.

An overview of how deep learning methods tackle differential equations.

A novel approach improves gaze estimation accuracy using multiple datasets.

A new method to compute proximal operators without sorting data for optimization.

A new model identifies connections in electrical engineering drawings more effectively.

A new model improves predictions of protein interactions and drug resistance.

Researchers develop LEGNet to better predict language abilities in stroke survivors.

A novel approach improves drifting safety for self-driving cars using physics.

Exploring how noise affects regression models and their predictions.

Discover how deep learning helps robots organize everyday items on tables.

Automated models show promise in accurately segmenting soft tissue tumors from MRI images.

FIP enhances model training to prevent harmful data manipulation.

A new method improves the reliability of large language models' answers.

Learn how to optimize effectively using biased information sources.

This research enhances information retrieval systems by focusing on non-relevance.

New framework enhances machines' ability to understand 3D environments from 2D images.

Discovering new methods for creating 3D shapes from cross-sections.

A study on classifying weather conditions in images for better machine recognition.

This article compares discrete and continuous speech representations for effective speech recognition.

This article explores how visual features influence our decision-making.

Introducing HTLA, a model improving text classification accuracy through better label alignment.

A data-driven approach to solving linear inverse problems using trained operators.

A new method enhances classification by adjusting models to evolving data patterns.

This study examines using deep learning for effective flow control around a square cylinder.

A new method enhances fingerprint classification accuracy using fuzzy logic.

New watermarking methods protect creators in audio generative models.

A new method improves author identification in historical documents using Vision Transformers.

A new method integrates human input to enhance OOD learning for machine learning models.

A new method for adapting deep learning models to unlabeled data while ensuring privacy.

Exploring the intersection of human feedback and multi-agent systems for better collaboration.

New methods combine density estimation and deep learning for effective anomaly detection.