Latest Articles for Foundation Models

Research aims to improve pathfinding efficiency using adaptable heuristic functions.

New model enhances prediction accuracy for hydrophobic patches in proteins.

DiffCut offers a novel approach to image segmentation without labeled data.

A new method enhances adaptability of computer models for satellite and medical images.

Exploring the synergy between Foundation Models and Federated Learning for enhanced AI applications.

AI models enhance ECG analysis for better heart health diagnostics.

This article discusses a method for training generalist agents using language and vision.

A new AI model enhances the efficiency of clinical trials.

AI technology enhances diagnosis and monitoring of stomach cancer through improved imaging techniques.

Introducing FairMedFM to evaluate the fairness of foundation models in healthcare.

A new method enhances robots' ability to find objects in open environments.

Exploring the impact of self-supervised learning in digital pathology research and clinical applications.

A new approach enhances Federated Learning by generating synthetic data while protecting privacy.

A new method detects anatomical landmarks using minimal labeled data.

This study enhances activity recognition using foundation models and varying camera perspectives.

This study evaluates object-centric representations against foundation models for VQA tasks.

Advanced image analysis may improve treatment choices for ovarian cancer patients.

Examining the societal and environmental effects of AI foundation models.

AI enhances weather forecasting and climate analysis, transforming atmospheric science.

A new method for matching shapes in images using no manual labels.

Exploring how foundation models improve the development of digital twins.

New model improves Earth monitoring through integrated satellite and weather data.

Examining the security challenges posed by advanced AI systems.

A new approach enhances zero-shot learning for better IoT data classification.

Innovative recording technology seeks to enhance AI understanding of human behavior and emotions.

Exploring how Foundation Models can enhance telecom network management and optimization.

Safety features in AI systems are vital for responsible use and ethics.

ECG-FM uses AI to improve ECG analysis for better heart health assessments.

Examining the role of foundation models in overcoming data scarcity in medical imaging.

Discover how AI is transforming diagnosis in computational pathology using foundation and vision-language models.

Examining SAM's robustness against adversarial attacks for safer self-driving technology.

AI transforms farming through innovative crop classification methods and enhanced decision-making.

Using language and experimental data to improve gene predictions in single-cell research.

A look into the latest developments in image segmentation and its applications.

Examining the power of foundation models in effective point tracking tasks.

Examining bias in foundation models and their impact on medical imaging outcomes.

This study explores fairness in chest X-ray analysis without demographic details.

Examining how AUPs shape the foundation model landscape.

A new framework helps robots plan and execute tasks more effectively.

This study examines the creation of realistic chest X-rays through advanced machine learning techniques.