Latest Articles for Out-of-distribution

A new approach to improve OOD detection in machine learning models.

A new method enhances detection of unfamiliar data in deep learning models.

Examining the hurdles and advancements in reading handwritten text.

A novel method enhances performance in Visual Question Answering by structuring learning.

FEVER-OOD improves out-of-distribution detection for safer machine learning applications.

Learn how cities forecast movement patterns through advanced predictive methods.

Learn how AI distinguishes known data from unexpected inputs.

Learn how RASP improves machine understanding of human language.

Prototypical Outlier Proxy enhances AI models' ability to detect unseen data.