Prototype Fusion: A Training-Free Multi-Layer Approach to OOD Detection

Shreen Gul, Mohamed Elmahallawy, Ardhendu Tripathy +1

Deep learning models are increasingly deployed in safety-critical applications, where reliable out-of-distribution (OOD) detection is essential to ensure robustness. Existing metho…