Latest Articles for Foundation Models

This framework improves segmentation performance with fewer examples and efficient model usage.

A new method enhances depth estimation in endoscopic images for better surgical outcomes.

Explores the rise and impact of Foundation Models in artificial intelligence.

A new approach to enhance network traffic analysis through graph-based models.

FedD2P offers a new way for IoT to train models without heavy resources.

Foundation models enhance emotion recognition and interaction in Affective Computing.

A study on the effectiveness of Foundation Models in satellite data analysis.

Foundation models improve accuracy in identifying crops worldwide.

A study compares pre-trained CNNs and foundation models for medical image retrieval.

Researchers enhance particle modeling techniques using machine learning methods.

Research reveals deeper insights into wage disparities using advanced models.

MedCLIP-SAMv2 improves tumor detection using advanced segmentation techniques and minimal labeled data.

A new method improves medical image analysis by reducing manual input.

PerCo (SD) offers a public method for high-quality image compression.

GravMAD helps robots learn tasks in 3D spaces through sub-goals.

A guide to understanding AI model performance using the FEET framework.

Exploring the future of power grids and the role of advanced tools.

Research reveals insights on energy forecasting models and data diversity.

Leveraging foundation models and LoRA to improve cytology slide analysis.

A new approach to enhance how machines learn and interact.

AI models are reshaping how doctors analyze physiological signals for personalized care.

Combining timing and relationships for better EEG understanding.

Learn about foundation models and how conformal prediction ensures reliable outcomes.

Discover how new technologies are transforming image creation.

Research shows that data quality trumps size in single-cell studies.

Examining the skills of foundation models in information gathering.

Examining the impact of training data quality on time series models.

Foundation models improve analysis of particle collisions in high energy physics.

Discover the latest breakthroughs in real-time speech recognition and how they improve our interactions.

Deep learning boosts particle physics research with extensive AspenOpenJets dataset.

A groundbreaking toolkit simplifies the use of foundation models for developers.

Combining foundation models and affordable sensors enhances depth perception across various applications.

Researchers use machine learning to improve understanding of fluid dynamics for real-world applications.

Discover how advanced models are changing the way we handle scientific data.

Discover how automation is changing the study of artificial life simulations.