Circumventing Magnitude Collapse via Modular Two-Stage Open-Set Recognition

Laurin van den Bergh, Halil Bisgin, Andres Palechor +2

Open-set recognition (OSR) requires neural networks to classify known classes while rejecting unknown samples, which is critical for real-world deployment. So far, OSR research stu…