OOD detection AI That Knows What It Doesn't Know: Why Feature Collapse Harms OOD Detection and Multi-Scale Mahalanobis Excels Explore why compact feature clusters can hurt AI's ability to detect out-of-distribution data, and how Geometry-Optimised Epistemic Networks (GOEN) achieve superior OOD detection using multi-scale Mahalanobis distance.
OOD detection Dynamic Prototypes for Secure AI: How Bio-Inspired Birth and Death Enhance OOD Detection Discover PID, a novel AI method mimicking cell birth and death to dynamically adjust prototypes for superior Out-of-Distribution (OOD) detection. Enhance your AI's security and reliability.
