Optimizing Three Critical Factors for Practical and Effective OOD Detection Fine-Tuning

Hyunjun Choi, JaeHo Chung, Hawook Jeong +1

In out-of-distribution (OOD) detection, fine-tuning with auxiliary outlier data often improves detection performance at the cost of classification accuracy. This trade-off stems fr…