Kaisheng Zeng

Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection

2023

Out-of-distribution (OOD) detection is essential for reliable and trustworthy machine learning. Recent multi-modal OOD detection leverages textual information from in-distribution (ID) class names for visual OOD detection, yet it currently neglects the rich contextual information …