2025
X-Mahalanobis: Transformer Feature Mixing for Reliable OOD Detection
NeurIPS 2025poster
Recognizing out-of-distribution (OOD) samples is essential for deploying robust machine learning systems in open-world environments. While conventional OOD detection approaches rely on feature representations from the penultimate layer of neural networks, they often overlook informative signals embe…