Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection

Geng Yu, Jianing Zhu, Jiangchao Yao +1

Out-of-distribution (OOD) detection is crucial for deploying reliable machine learning models in open-world applications. Recent advances in CLIP-based OOD detection have shown pro…