EPA: Neural Collapse Inspired Robust Out-of-Distribution Detector

Jiawei Zhang, Yufan Chen, Cheng Jin +2

Out-of-distribution (OOD) detection plays a crucial role in ensuring the security of neural networks. Existing works have leveraged the fact that In-distribution (ID) samples form…