Latest Articles for Neural Network

World models aid self-driving cars in predicting road events for safety.

A new method improves solving complex equations using machine learning.

A new method simplifies audio style transfer using non-differentiable effects.

Examining LLMs' capability to address mathematical problems, especially modular arithmetic.

A new method combines neural networks and domain decomposition for solving complex PDEs.

A novel approach improves efficiency in spiking neural networks without task dependency.

A new method enhances diffusion models by using nearest neighbour score estimation.

A review of deep learning's role in predicting software performance configurations.

This article examines deep learning models and their understanding through learning curves.

This method boosts mmWave localization efficiency using self-supervised learning techniques.

Exploring neutrino behaviors during supernovae and their flavor conversion effects.

Dielectric elastomers convert electrical energy into mechanical motion, offering diverse applications.

A look at how neural systems shape our intelligence.

A new method improves the efficiency of solving PDEs with deep learning.

Assessing uncertainty in neural networks for improved scientific predictions.

Research explores the connection between string theory and the masses of quarks.

This project aims to improve recognition of Gujarati-English mixed speech.

Exploring how adversarial examples influence machine learning models.

Our method eliminates self-intersections in 3D body shapes and poses.

A look at how ICLRNN enhances neural networks for real-world applications.

A new modulator design improves IoT device communication.

A new model enhances accuracy and efficiency in predicting electron density.

Machine learning improves efficiency and accuracy in continuous beam structural design.

New techniques enhance CBCT image quality and speed for better patient outcomes.

Researchers combine neural networks to enhance simulation accuracy and efficiency.

A new emulator speeds up the study of kilonovae light curves.

Research shows deep learning improves our grasp of language rhythm.

A new method enhances brain surface analysis from MRI scans.

Differentiable logics enhance machine learning through improved formal verification and training techniques.

A new method improves image quality affected by speckle noise using machine learning.

Exploring how UDEs advance understanding of neural systems through modern techniques.

New method enhances identification of unusual events in video footage.

Using neural networks to solve complex partial differential equations efficiently.

Examining the role of signal functions and delays in neural networks.

Innovative protocols enhance machine learning while protecting sensitive data.

A look at how neural networks can model complex functions in various fields.

Using neural networks to solve constraints in a gravity model.

LayoutFlow improves layout quality and speed for various design tasks.

This study examines simulation's role in developing control policies for autonomous robots.

Research examines machine learning to enhance fetal health checks during labor.