Latest Articles for Deep Learning

Discover how STEAM is reshaping deep learning with efficient attention mechanisms.

A new method to create efficient synthetic datasets for deep learning models.

New dataset enables better comparisons of CT reconstruction algorithms.

Discover how adversarial examples challenge cybersecurity and the defenses against them.

Learn how MIAdam enhances model performance and generalization in deep learning.

A tool for spotting design smells in Python and C/C++ deep learning code.

Discover how segmented deep hashing transforms code retrieval for developers.

Combining CNNs and attention methods for better image classification performance.

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

DQA offers a smart solution for efficient deep quantization in resource-limited devices.

TARDIS helps models identify unfamiliar data in satellite imagery for better accuracy.

Discover how the SCG method optimizes deep learning efficiently.

A new approach improves understanding of neural network similarities.

Learn how small models gain strength from their larger mentors.

Learn how to align 3D views for accurate visualizations.

A guide to understanding and addressing faults in deep learning models.

Research shows depthwise convolutional networks maintain general filters across tasks.

Innovative approach improves detection of seizure beginnings for better epilepsy management.

Gradient Agreement Filtering improves efficiency and accuracy in model training.

A new method that speeds up deep learning training without major changes.

Discover how attention mechanisms enhance deep learning across various applications.

Discover how UNet tackles image processing challenges while saving memory.

Explore how PCEE improves AI models' efficiency without sacrificing accuracy.

PTQ4VM enhances Visual Mamba's performance through innovative quantization methods.

A new routing method enhances deep learning model efficiency using attention maps.